| cloud optimization best practices: Cloud Cost Optimization Handbook for AWS Qinlin Luo, Ernesto Ruy Sanchez, 2019-08-14 |
| cloud optimization best practices: Cloud Cost Optimization Handbook for AWS Ernesto Ruy Sanchez, Qinlin Luo, 2019-06-11 The purpose of this handbook is to share our experiences and knowledge in optimizing and controlling AWS Cloud expenses. This is a handbook. Get a copy, work through the sections in each chapter, and you can drive down your AWS costs systematically. If you have a cross-functional team tackling AWS costs, this book guides you through the processes, provides you a blue-print for action items, and facilitates communication and collaboration between finance, IT, devops engineers, software developers and team leads. This book is thorough but concise - it covers major cost saving strategies and major AWS services. We encourage you to contact us to get a copy of Table of Contents. This book is full of details so that both finance and technical person can understand and get started. If you are an executive in business or finance, use this book to understand AWS resources and services, manage cost proactively and promote a frugal culture in the Cloud environment. Both authors are members of FinOps Foundation - a movement to bring technology, business and finance together to manage cloud operations. If you have any questions or feedback, please find us on Linkedin or on our Web site: https: //cloudcostoptimizationhandbook.com/. Finally, please get a copy for yourself and for your team. |
| cloud optimization best practices: FinOps : RoadMap to Cloud Efficiency Navin Sabharwal, Piyush Pandey, Amit Aggarwal, 2022-10-21 Accelerate Business Value Realization and Drive Financial Accountability for Cloud Infrastructure KEY FEATURES ● In-depth knowledge of establishing and operating the FinOps model. ● A collection of use cases examining the adoption and benefits of FinOps. ● Includes Cloud cost optimization solutions such as waste elimination, appropriate sizing, and purchasing strategy. DESCRIPTION FinOps is a novel cloud operating model that uses interdisciplinary teams to manage cloud expenditures in concert. With the help of the tools, best practices, and culture introduced in this book, businesses can analyze cloud expenses and make strategic decisions in a better way. The book's ultimate objective is to teach companies how to establish a reasonable cost, speed, and quality balance in the cloud. The book begins with an overview of why FinOps exists, the problems it solves, the principles it is based on, and how it fits into the history of financial management. The subsequent chapters of this book explain the three stages—inform, optimize, and operate—and the best methods to use in each stage. The book then explains in depth, with examples, how to maximize efficiency while minimizing expenses for each of the three major public cloud providers: Google, Amazon, and Microsoft. The book also covers cost optimization techniques for the public cloud, FinOps operations management, cloud cost visibility, and forecasting. WHAT YOU WILL LEARN ● Highlights of the evolution and demand of FinOps by prominent organizations. ● Learn the ins and outs of the cloud billing system. ● Utilization of regression methods to extract insights from the FinOps data. ● Gain a thorough understanding of running all the FinOps processes. ● Investigate and test several ways to optimize your cloud spending. ● Learn about the various cloud benefits provided by Azure, AWS, and GCP. WHO THIS BOOK IS FOR If you are a finance, DevOps, or IT professional looking to collaborate on decision-making and cost control in the overall cloud financial operations, this is the only knowledge book you need. In addition, multiple teams, including Procurement, Service Delivery, and Platform Engineering, can read this book to inspire curiosity and exploration. TABLE OF CONTENTS 1. Introduction to FinOps 2. Inform Phase of FinOps Lifecycle 3. Optimize Phase of FinOps Lifecycle 4. Cost Optimization Techniques for AWS 5. Cost Optimization Techniques for Azure 6. Cost Optimization Techniques for GCP 7. Leveraging Algorithms for Analyzing FinOps Data 8. Managing FinOps Operations |
| cloud optimization best practices: Advanced Computing Techniques for Optimization in Cloud H S Madhusudhan, Punit Gupta, Pradeep Singh Rawat, 2024-09-11 This book focuses on the current trends in research and analysis of virtual machine placement in a cloud data center. It discusses the integration of machine learning models and metaheuristic approaches for placement techniques. Taking into consideration the challenges of energy-efficient resource management in cloud data centers, it emphasizes upon computing resources being suitably utilised to serve application workloads in order to reduce energy utilisation, while maintaining apt performance. This book provides information on fault-tolerant mechanisms in the cloud and provides an outlook on task scheduling techniques. Focuses on virtual machine placement and migration techniques for cloud data centers Presents the role of machine learning and metaheuristic approaches for optimisation in cloud computing services Includes application of placement techniques for quality of service, performance, and reliability improvement Explores data center resource management, load balancing and orchestration using machine learning techniques Analyses dynamic and scalable resource scheduling with a focus on resource management The text is for postgraduate students, professionals, and academic researchers working in the fields of computer science and information technology. |
| cloud optimization best practices: AWS Certified Cloud Cost Optimization Cybellium, Welcome to the forefront of knowledge with Cybellium, your trusted partner in mastering the cutting-edge fields of IT, Artificial Intelligence, Cyber Security, Business, Economics and Science. Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| cloud optimization best practices: The Ultimate Guide to Unlocking the Full Potential of Cloud Services Rick Spair, 2023-06-04 By following this comprehensive guide, readers will embark on a journey to gain a deep understanding of cloud computing concepts, enabling them to navigate the complex landscape of cloud services with confidence. The guide covers a wide range of topics, providing valuable insights and practical strategies to optimize the use of cloud offerings. The first chapter introduces readers to the fundamental concepts of cloud computing, explaining the underlying principles and models such as Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS). It lays the foundation for the subsequent chapters, ensuring a solid understanding of cloud computing basics. The guide then delves into the process of selecting the right cloud service provider. Chapter 2 offers guidance on evaluating factors such as pricing models, performance, reliability, security, and data privacy. Readers will learn how to assess and compare different providers to make informed decisions that align with their specific business needs. The subsequent chapters provide in-depth insights into various aspects of cloud services. From storage solutions to infrastructure management, security measures, and cost optimization strategies, readers will explore best practices, tips, and recommendations for maximizing the benefits of each cloud offering. Chapters dedicated to cloud storage solutions discuss different options available and guide readers on how to leverage cloud storage for data backup, disaster recovery, and efficient data management. The chapters on Infrastructure as a Service (IaaS) and Platform as a Service (PaaS) provide readers with strategies for leveraging these services to scale and flexibly deploy computing resources, design and deploy virtual infrastructure, and optimize performance. The guide also delves into Software as a Service (SaaS), highlighting its benefits for software delivery and exploring popular SaaS applications across various industries. Readers will gain insights into customizing and integrating SaaS solutions to meet specific business needs and learn how to integrate SaaS with other cloud services for enhanced functionality. Security, governance, and compliance in the cloud are essential considerations, and the guide dedicates chapters to these topics. Readers will learn about implementing robust access controls, encryption, and monitoring techniques to ensure data security. They will also discover best practices for establishing cloud governance frameworks, ensuring compliance with industry regulations, and managing resources effectively. Optimizing cost and resource usage is a crucial aspect of cloud services, and the guide covers various strategies for cost optimization, analyzing cloud costs, and identifying cost drivers. It provides insights into leveraging reserved instances, spot instances, and rightsizing to optimize costs and maximize return on investment. The guide also explores cloud migration planning and execution, hybrid cloud integration, serverless computing, big data analytics, DevOps, and other advanced cloud technologies. Each chapter presents a comprehensive overview of the topic, offering practical advice and real-world examples to help readers understand and leverage these technologies effectively. By the end of the guide, readers will have a comprehensive understanding of cloud computing and its various offerings. They will be equipped with the knowledge and strategies to choose the right cloud service provider, optimize resource utilization, enhance security measures, and leverage advanced cloud technologies to drive innovation and business growth. Overall, this guide serves as a valuable resource for individuals and organizations seeking to harness the full potential of cloud services. |
| cloud optimization best practices: Cloud FinOps J.R. Storment, Mike Fuller, 2019-12-12 Despite many uncertainties in cloud computing, one truth is evident: costs will always tend to go up unless you’re actively engaged in the process. Whether you’re new to managing cloud spend or a seasoned pro, this book will clarify the often misunderstood workings of cloud billing fundamentals and provide expert strategies on creating a culture of cloud cost management in your organization. Drawing on real-world examples of successes and failures of large-scale cloud spenders, this book outlines a road map for building a culture of FinOps in your organization. Beginning with the fundamental concepts required to understand cloud billing concepts, you’ll learn how to enable an efficient and effective FinOps machine. Learn how the cloud works when it comes to financial management Set up a FinOps team and build a framework for making spend efficiency a priority Examine the anatomy of a cloud bill and learn how to manage it Get operational recipes for maximizing cloud efficiency Understand how to motivate engineering teams to take cost-saving actions Explore the FinOps lifecycle: Inform, Optimize, and Operate Learn the DNA of a highly functional cloud FinOps culture |
| cloud optimization best practices: Cloud Computing for Optimization: Foundations, Applications, and Challenges Bhabani Shankar Prasad Mishra, Himansu Das, Satchidananda Dehuri, Alok Kumar Jagadev, 2018-02-26 This book discusses harnessing the real power of cloud computing in optimization problems, presenting state-of-the-art computing paradigms, advances in applications, and challenges concerning both the theories and applications of cloud computing in optimization with a focus on diverse fields like the Internet of Things, fog-assisted cloud computing, and big data. In real life, many problems – ranging from social science to engineering sciences – can be identified as complex optimization problems. Very often these are intractable, and as a result researchers from industry as well as the academic community are concentrating their efforts on developing methods of addressing them. Further, the cloud computing paradigm plays a vital role in many areas of interest, like resource allocation, scheduling, energy management, virtualization, and security, and these areas are intertwined with many optimization problems. Using illustrations and figures, this book offers students and researchers a clear overview of the concepts and practices of cloud computing and its use in numerous complex optimization problems. |
| cloud optimization best practices: Mastering Google Cloud Platform Cybellium Ltd, 2023-09-06 Cybellium Ltd is dedicated to empowering individuals and organizations with the knowledge and skills they need to navigate the ever-evolving computer science landscape securely and learn only the latest information available on any subject in the category of computer science including: - Information Technology (IT) - Cyber Security - Information Security - Big Data - Artificial Intelligence (AI) - Engineering - Robotics - Standards and compliance Our mission is to be at the forefront of computer science education, offering a wide and comprehensive range of resources, including books, courses, classes and training programs, tailored to meet the diverse needs of any subject in computer science. Visit https://www.cybellium.com for more books. |
| cloud optimization best practices: Unleashing the Cloud: A Comprehensive Guide to Modern Computing Paradigm Mr. Siva Sankar Namani, Dr. G P S Varma, Dr. K. Bhanu Prakash Archers, |
| cloud optimization best practices: Google Certification Guide - Google Professional Cloud Network Engineer Cybellium Ltd, Google Certification Guide - Google Professional Cloud Network Engineer Master the Network Dynamics of Google Cloud Embark on your journey to becoming a Google Professional Cloud Network Engineer with this comprehensive guide. Designed for networking professionals seeking to leverage Google Cloud's powerful networking capabilities, this book offers a deep dive into the core concepts, technologies, and best practices of cloud networking in the Google Cloud environment. What You Will Find Inside: Foundational to Advanced Networking Concepts: Thoroughly explore Google Cloud's networking services, including VPCs, hybrid connectivity, network security, and more. Practical Networking Solutions: Gain practical insights through real-world scenarios and case studies, demonstrating effective network design and management on Google Cloud. Exam-Focused Preparation: Receive detailed guidance on the structure and content of the Google Professional Cloud Network Engineer certification exam, complete with practice questions and study strategies. Current Networking Trends and Techniques: Stay informed about the latest advancements and best practices in cloud networking, ensuring your skills are up-to-date and relevant. Expertly Written by a Cloud Networking Professional Penned by an experienced cloud network engineer, this guide blends technical expertise with practical application, providing a rich and comprehensive learning experience. Your Comprehensive Guide to Cloud Networking Certification Whether you are an experienced network engineer or looking to specialize in cloud networking, this book is your essential companion, guiding you through the intricacies of Google Cloud networking and preparing you for the Professional Cloud Network Engineer exam. Elevate Your Cloud Networking Expertise This guide goes beyond exam preparation; it's a deep exploration into the art and science of cloud networking on Google Cloud, designed to equip you with the skills and knowledge necessary to excel in this dynamic field. Begin Your Cloud Networking Mastery Step into the role of a Google Professional Cloud Network Engineer with confidence and expertise. This guide is your first step towards achieving certification and advancing your career in the rapidly evolving world of cloud networking. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com |
| cloud optimization best practices: Efficient Cloud FinOps Alfonso San Miguel Sánchez, Danny Obando García, 2024-02-23 Explore cloud economics and cost optimization for Azure, AWS, and GCP with this practical guide covering methods, strategies, best practices, and real-world examples, bridging theory and application Key Features Learn cost optimization best practices on different cloud services using FinOps principles and examples Gain hands-on expertise in improving cost estimations and devising cost reduction plans for Azure, AWS, and GCP Analyze case studies that illustrate the application of FinOps in diverse real-world scenarios Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn response to the escalating challenges of cloud adoption, where balancing costs and maximizing cloud values is paramount, FinOps practices have emerged as the cornerstone of fi nancial optimization. This book serves as your comprehensive guide to understanding how FinOps is implemented in organizations worldwide through team collaboration and proper cloud governance. Presenting FinOps from a practical point of view, covering the three phases—inform, optimize, and operate—this book demonstrates an end-to-end methodology for optimizing costs and performing financial management in the cloud. You’ll learn how to design KPIs and dashboards for judicious cost allocation, covering key features of cloud services such as reserved instances, rightsizing, scaling, and automation for cost optimization. This book further simplifi es architectural concepts and best practices, enabling you to design superior and more optimized solutions. Finally, you’ll discover potential synergies and future challenges, from the integration of artifi cial intelligence to cloud sustainability considerations, to prepare for the future of cloud FinOps. By the end of this book, you’ll have built the expertise to seamlessly implement FinOps practices across major public clouds, armed with insights and ideas to propel your organization toward business growth.What you will learn Examine challenges in cloud adoption and cost optimization Gain insight into the integration of FinOps within organizations Explore the synergies between FinOps and DevOps, IaC, and change management Leverage tools such as Azure Advisor, AWS CUDOS, and GCP cost reports Estimate and optimize costs using cloud services key features and best practices Implement cost dashboards and reports to improve visibility and control Understand FinOps roles and processes crucial for organizational success Apply FinOps through real-life examples and multicloud architectures Who this book is for This book is for cloud engineers, cloud and solutions architects, as well as DevOps and SysOps engineers interested in learning more about FinOps and cloud financial management for efficiently architecting, designing, and operating software solutions and infrastructure using the public clouds. Additionally, team leads, project managers, and financial teams aiming to optimize cloud resources will also find this book useful. Prior knowledge of cloud computing and major public clouds is assumed. |
| cloud optimization best practices: Handbook of Research on the IoT, Cloud Computing, and Wireless Network Optimization Singh, Surjit, Mohan Sharma, Rajeev, 2019-03-29 ICT technologies have contributed to the advances in wireless systems, which provide seamless connectivity for worldwide communication. The growth of interconnected devices and the need to store, manage, and process the data from them has led to increased research on the intersection of the internet of things and cloud computing. The Handbook of Research on the IoT, Cloud Computing, and Wireless Network Optimization is a pivotal reference source that provides the latest research findings and solutions for the design and augmentation of wireless systems and cloud computing. The content within this publication examines data mining, machine learning, and software engineering, and is designed for IT specialists, software engineers, researchers, academicians, industry professionals, and students. |
| cloud optimization best practices: Data Engineering Best Practices Richard J. Schiller, David Larochelle, 2024-10-11 Explore modern data engineering techniques and best practices to build scalable, efficient, and future-proof data processing systems across cloud platforms Key Features Architect and engineer optimized data solutions in the cloud with best practices for performance and cost-effectiveness Explore design patterns and use cases to balance roles, technology choices, and processes for a future-proof design Learn from experts to avoid common pitfalls in data engineering projects Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionRevolutionize your approach to data processing in the fast-paced business landscape with this essential guide to data engineering. Discover the power of scalable, efficient, and secure data solutions through expert guidance on data engineering principles and techniques. Written by two industry experts with over 60 years of combined experience, it offers deep insights into best practices, architecture, agile processes, and cloud-based pipelines. You’ll start by defining the challenges data engineers face and understand how this agile and future-proof comprehensive data solution architecture addresses them. As you explore the extensive toolkit, mastering the capabilities of various instruments, you’ll gain the knowledge needed for independent research. Covering everything you need, right from data engineering fundamentals, the guide uses real-world examples to illustrate potential solutions. It elevates your skills to architect scalable data systems, implement agile development processes, and design cloud-based data pipelines. The book further equips you with the knowledge to harness serverless computing and microservices to build resilient data applications. By the end, you'll be armed with the expertise to design and deliver high-performance data engineering solutions that are not only robust, efficient, and secure but also future-ready.What you will learn Architect scalable data solutions within a well-architected framework Implement agile software development processes tailored to your organization's needs Design cloud-based data pipelines for analytics, machine learning, and AI-ready data products Optimize data engineering capabilities to ensure performance and long-term business value Apply best practices for data security, privacy, and compliance Harness serverless computing and microservices to build resilient, scalable, and trustworthy data pipelines Who this book is for If you are a data engineer, ETL developer, or big data engineer who wants to master the principles and techniques of data engineering, this book is for you. A basic understanding of data engineering concepts, ETL processes, and big data technologies is expected. This book is also for professionals who want to explore advanced data engineering practices, including scalable data solutions, agile software development, and cloud-based data processing pipelines. |
| cloud optimization best practices: Cloud Native Software Security Handbook Mihir Shah, 2023-08-25 Master widely used cloud native platforms like Kubernetes, Calico, Kibana, Grafana, Anchor, and more to ensure secure infrastructure and software development Purchase of the print or Kindle book includes a free PDF eBook Key Features Learn how to select cloud-native platforms and integrate security solutions into the system Leverage cutting-edge tools and platforms securely on a global scale in production environments Understand the laws and regulations necessary to prevent federal prosecution Book DescriptionFor cloud security engineers, it’s crucial to look beyond the limited managed services provided by cloud vendors and make use of the wide array of cloud native tools available to developers and security professionals, which enable the implementation of security solutions at scale. This book covers technologies that secure infrastructure, containers, and runtime environments using vendor-agnostic cloud native tools under the Cloud Native Computing Foundation (CNCF). The book begins with an introduction to the whats and whys of the cloud native environment, providing a primer on the platforms that you’ll explore throughout. You’ll then progress through the book, following the phases of application development. Starting with system design choices, security trade-offs, and secure application coding techniques that every developer should be mindful of, you’ll delve into more advanced topics such as system security architecture and threat modelling practices. The book concludes by explaining the legal and regulatory frameworks governing security practices in the cloud native space and highlights real-world repercussions that companies have faced as a result of immature security practices. By the end of this book, you'll be better equipped to create secure code and system designs.What you will learn Understand security concerns and challenges related to cloud-based app development Explore the different tools for securing configurations, networks, and runtime Implement threat modeling for risk mitigation strategies Deploy various security solutions for the CI/CD pipeline Discover best practices for logging, monitoring, and alerting Understand regulatory compliance product impact on cloud security Who this book is forThis book is for developers, security professionals, and DevOps teams involved in designing, developing, and deploying cloud native applications. It benefits those with a technical background seeking a deeper understanding of cloud-native security and the latest tools and technologies for securing cloud native infrastructure and runtime environments. Prior experience with cloud vendors and their managed services is advantageous for leveraging the tools and platforms covered in this book. |
| cloud optimization best practices: Multi-Cloud Handbook for Developers Subash Natarajan, Jeveen Jacob, 2024-02-29 Explore proven techniques and best practices for designing, deploying, and managing cloud-native applications in multi-cloud environments with the help of real-world examples, success stories, and emerging technologies Key Features Discover optimal solutions in multi-cloud environments using AWS, Azure, and GCP tools and technologies Excel in designing, developing, and securing cloud-native apps with Docker, Kubernetes, and Istio Learn design patterns, cost optimization, best practices, and pitfalls to avoid in multi-cloud apps Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionUnleash the power of cloud computing with Multi-Cloud Handbook for Developers, your guide to mastering the nuances of cloud-native and multi-cloud, covering practical strategies for design, development, and management. Explore the essential concepts, challenges, and methodologies critical for navigating the complex landscape of modern cloud computing. Using core architectural and design principles (such as microservices and 12-factor architecture) and advanced strategies (such as distributed application design patterns, domain-driven design (DDD), and API-first strategies), you’ll learn how to build portable and efficient apps across various cloud platforms. You’ll understand how to leverage Infrastructure as Code (IaC), continuous integration and deployment (CI/CD), GitOps, and DevOps practices, along with containerization and orchestration techniques using Docker and Kubernetes. You’ll also get to grips with data, security, compliance, and cloud cost management strategies in multi-cloud environments. With real-world case studies, best practices, and insights into future trends, this book will equip you with the skills to develop, manage, troubleshoot, and innovate cloud-native applications across diverse cloud platforms, positioning you at the forefront of the cloud computing revolution.What you will learn Understand the core structures and implications of cloud-native and multi-cloud apps Explore key principles and patterns to build agile, scalable, and future-proof apps Master cloud-native essentials: service mesh, DDD, and API-centric approaches Implement deployment pipelines with advanced IaC, CI/CD, DevSecOps, and GitOps techniques Manage and monitor data, security, compliance, and identity access in multi-cloud scenarios Optimize your cloud costs with shift-left and FinOps practices Get ready for the future of cloud-native and multi-cloud technology Who this book is for Ideal for cloud-native and cloud developers, platform engineers, software architects, and IT professionals focused on building and managing cloud-native applications in multi-cloud environments, this book is an indispensable guide for students and researchers seeking insights into cloud-native concepts and multi-cloud architectures. A basic understanding of cloud computing, contemporary software development, system design, and cloud platforms such as AWS, Azure, and GCP, will prove useful. |
| cloud optimization best practices: Google Machine Learning and Generative AI for Solutions Architects Kieran Kavanagh, 2024-06-28 Architect and run real-world AI/ML solutions at scale on Google Cloud, and discover best practices to address common industry challenges effectively Key Features Understand key concepts, from fundamentals through to complex topics, via a methodical approach Build real-world end-to-end MLOps solutions and generative AI applications on Google Cloud Get your hands on a code repository with over 20 hands-on projects for all stages of the ML model development lifecycle Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionMost companies today are incorporating AI/ML into their businesses. Building and running apps utilizing AI/ML effectively is tough. This book, authored by a principal architect with about two decades of industry experience, who has led cross-functional teams to design, plan, implement, and govern enterprise cloud strategies, shows you exactly how to design and run AI/ML workloads successfully using years of experience from some of the world’s leading tech companies. You’ll get a clear understanding of essential fundamental AI/ML concepts, before moving on to complex topics with the help of examples and hands-on activities. This will help you explore advanced, cutting-edge AI/ML applications that address real-world use cases in today’s market. You’ll recognize the common challenges that companies face when implementing AI/ML workloads, and discover industry-proven best practices to overcome these. The chapters also teach you about the vast AI/ML landscape on Google Cloud and how to implement all the steps needed in a typical AI/ML project. You’ll use services such as BigQuery to prepare data; Vertex AI to train, deploy, monitor, and scale models in production; as well as MLOps to automate the entire process. By the end of this book, you will be able to unlock the full potential of Google Cloud's AI/ML offerings.What you will learn Build solutions with open-source offerings on Google Cloud, such as TensorFlow, PyTorch, and Spark Source, understand, and prepare data for ML workloads Build, train, and deploy ML models on Google Cloud Create an effective MLOps strategy and implement MLOps workloads on Google Cloud Discover common challenges in typical AI/ML projects and get solutions from experts Explore vector databases and their importance in Generative AI applications Uncover new Gen AI patterns such as Retrieval Augmented Generation (RAG), agents, and agentic workflows Who this book is for This book is for aspiring solutions architects looking to design and implement AI/ML solutions on Google Cloud. Although this book is suitable for both beginners and experienced practitioners, basic knowledge of Python and ML concepts is required. The book focuses on how AI/ML is used in the real world on Google Cloud. It briefly covers the basics at the beginning to establish a baseline for you, but it does not go into depth on the underlying mathematical concepts that are readily available in academic material. |
| cloud optimization best practices: Ultimate AWS Certified Cloud Practitioner’s Exam Guide Gaurav H Kankaria, 2024-05-22 TAGLINE Empowering Your Journey to a Successful AWS Cloud Certification KEY FEATURES ● Suitable for those new to AWS and cloud computing, covering all necessary concepts in depth. ● Includes practical exercises and practice exams with answers to reinforce learning and boost exam confidence. ● Provides detailed exploration of key AWS services, their features, and real-world applications for practical understanding. DESCRIPTION Embark on a journey into AWS cloud computing certification with the Ultimate AWS Certified Cloud Practitioner’s Exam Guide This book is your ultimate guide to mastering AWS CLF-C02 certification by simplifying cloud computing basics and giving you a strong grasp of its core principles and benefits. The book simplifies AWS services like EC2, S3, and RDS, with clear explanations and real-world examples. You'll master these services and learn industry best practices for cost optimization, security, and compliance, ensuring your deployments are efficient and secure. Additionally, it empowers you to navigate the ever-changing world of cloud computing with confidence. With exam readiness at the forefront, the book provides a meticulous preparation plan, complete with practice questions, exam strategies, and hands-on exercises to fortify your knowledge and boost your confidence. Whether you're gearing up for the AWS Cloud Practitioner exam or seeking to enhance your professional skill set, the practical approach ensures you're primed for success. WHAT WILL YOU LEARN ● Understand the core principles and benefits of cloud computing, including scalability, elasticity, and cost-effectiveness. ● Dive deep into key AWS services, such as EC2, S3, and RDS, learning their features, use cases, and best practices for implementation. ● Prepare thoroughly for the AWS Cloud Practitioner exam with comprehensive coverage of exam topics, practice questions, and exam-taking strategies. ● Develop practical skills through hands-on exercises and real-world scenarios, enabling you to apply your knowledge effectively in professional settings. ● Unlock new career opportunities in the rapidly growing field of cloud computing by obtaining the highly respected AWS Cloud Practitioner certification. ● Speak confidently about cloud concepts and AWS services, enhancing your ability to communicate with colleagues, clients, and stakeholders. ● Learn industry best practices for cost optimization, security, and compliance in AWS cloud environments, ensuring efficient and secure deployments. ● Hone your problem-solving skills by tackling challenging exercises and case studies, preparing you to address complex issues in cloud computing with confidence. WHO IS THIS BOOK FOR? Whether you are a tech professional looking to expand your skillset or a complete beginner curious about cloud computing, this book is your roadmap to become a AWS Certified Cloud Practitioner through AWS CLF-C02 certification. No prior tech experience is required - we will guide you through everything you need to know! TABLE OF CONTENTS 1. Introduction to AWS Cloud Practitioner Exam (CLF - C02 2. Understanding Cloud Computing 3. Introduction to AWS and Global Infrastructure 4. AWS Well-Architected Framework and Shared Responsibility Model 5. AWS Core Services – Part I 6. AWS Core Services – Part II 7. AWS Core Services – Part III 8. Other AWS Services 9. Billing and Pricing 10. Preparing for Exam 11. AWS Hands-on Guide for Beginners Index |
| cloud optimization best practices: Building Cloud Data Platforms Solutions Anouar BEN ZAHRA, Building Cloud Data Platforms Solutions: An End-to-End Guide for Designing, Implementing, and Managing Robust Data Solutions in the Cloud comprehensively covers a wide range of topics related to building data platforms in the cloud. This book provides a deep exploration of the essential concepts, strategies, and best practices involved in designing, implementing, and managing end-to-end data solutions. The book begins by introducing the fundamental principles and benefits of cloud computing, with a specific focus on its impact on data management and analytics. It covers various cloud services and architectures, enabling readers to understand the foundation upon which cloud data platforms are built. Next, the book dives into key considerations for building cloud data solutions, aligning business needs with cloud data strategies, and ensuring scalability, security, and compliance. It explores the process of data ingestion, discussing various techniques for acquiring and ingesting data from different sources into the cloud platform. The book then delves into data storage and management in the cloud. It covers different storage options, such as data lakes and data warehouses, and discusses strategies for organizing and optimizing data storage to facilitate efficient data processing and analytics. It also addresses data governance, data quality, and data integration techniques to ensure data integrity and consistency across the platform. A significant portion of the book is dedicated to data processing and analytics in the cloud. It explores modern data processing frameworks and technologies, such as Apache Spark and serverless computing, and provides practical guidance on implementing scalable and efficient data processing pipelines. The book also covers advanced analytics techniques, including machine learning and AI, and demonstrates how these can be integrated into the data platform to unlock valuable insights. Furthermore, the book addresses an aspects of data platform monitoring, security, and performance optimization. It explores techniques for monitoring data pipelines, ensuring data security, and optimizing performance to meet the demands of real-time data processing and analytics. Throughout the book, real-world examples, case studies, and best practices are provided to illustrate the concepts discussed. This helps readers apply the knowledge gained to their own data platform projects. |
| cloud optimization best practices: Azure Strategy and Implementation Guide Jack Lee, Greg Leonardo, Jason Milgram, Dave Rendón, 2021-05-14 Leverage Azure's cloud capabilities to find the most optimized path to meet your firm’s cloud infrastructure needs Key FeaturesGet to grips with the core Azure infrastructure technologies and solutionsDevelop the ability to opt for cloud design and architecture that best fits your organizationCover the entire spectrum of cloud migration from planning to implementation and best practicesBook Description Microsoft Azure is a powerful cloud computing platform that offers a multitude of services and capabilities for organizations of any size moving to a cloud strategy. This fourth edition comes with the latest updates on cloud security fundamentals, hybrid cloud, cloud migration, Microsoft Azure Active Directory, and Windows Virtual Desktop. It encapsulates the entire spectrum of measures involved in Azure deployment that includes understanding Azure fundamentals, choosing a suitable cloud architecture, building on design principles, becoming familiar with Azure DevOps, and learning best practices for optimization and management. The book begins by introducing you to the Azure cloud platform and demonstrating the substantial scope of digital transformation and innovation that can be achieved with Azure's capabilities. The guide also acquaints you with practical insights into application modernization, Azure Infrastructure as a Service (IaaS) deployment, infrastructure management, key application architectures, best practices of Azure DevOps, and Azure automation. By the end of this book, you will have acquired the skills required to drive Azure operations from the planning and cloud migration stage to cost management and troubleshooting. What you will learnUnderstand core Azure infrastructure technologies and solutionsCarry out detailed planning for migrating applications to the cloud with AzureDeploy and run Azure infrastructure servicesDefine roles and responsibilities in DevOpsGet a firm grip on Azure security fundamentalsCarry out cost optimization in AzureWho this book is for This book is designed to benefit Azure architects, cloud solution architects, Azure developers, Azure administrators, and anyone who wants to develop expertise in operating and administering the Azure cloud. Basic familiarity with operating systems and databases will help you grasp the concepts covered in this book. |
| cloud optimization best practices: Google Certification Guide - Google Professional Cloud Developer Cybellium Ltd, Google Certification Guide - Google Professional Cloud Developer Master Cloud Development on Google Cloud Embark on a transformative journey into cloud development with Google Cloud through this in-depth guide, tailored for those aspiring to become Google Professional Cloud Developers. This comprehensive resource is your key to mastering the development of scalable, reliable, and efficient cloud-native applications using Google Cloud services. Inside This Guide, You Will Discover: In-Depth Development Concepts: Explore the essentials of Google Cloud development, including services like App Engine, Kubernetes Engine, and Cloud Functions. Hands-On Application: Engage with practical examples and real-world projects that demonstrate effective cloud development practices and solutions on Google Cloud. Exam-Focused Preparation: Detailed insights into the exam structure and content, complete with targeted study tips and practice questions, to ensure thorough preparation. Latest Cloud Development Trends: Stay current with the evolving landscape of Google Cloud, learning how to leverage new features and best practices in cloud development. Crafted by an Expert in Cloud Development Authored by a seasoned cloud developer with extensive experience in Google Cloud technologies, this guide merges technical expertise with practical insights, offering a comprehensive learning experience. Your Comprehensive Resource for Cloud Developer Certification Whether you're new to cloud development or an experienced developer aiming to validate your Google Cloud skills, this book is an invaluable companion, guiding you through the complexities of Google Cloud development and preparing you for the Professional Cloud Developer certification. Elevate Your Cloud Development Skills Go beyond the basics and gain a deep, practical understanding of developing applications on Google Cloud. This guide is more than a pathway to certification; it's a blueprint for excelling in cloud development. Begin Your Cloud Development Adventure Start your journey to becoming a certified Google Professional Cloud Developer. With this guide, you're not just preparing for an exam; you're preparing to become a skilled architect of innovative cloud solutions. © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com |
| cloud optimization best practices: Google Cloud Developer Certification , 2024-10-26 Designed for professionals, students, and enthusiasts alike, our comprehensive books empower you to stay ahead in a rapidly evolving digital world. * Expert Insights: Our books provide deep, actionable insights that bridge the gap between theory and practical application. * Up-to-Date Content: Stay current with the latest advancements, trends, and best practices in IT, Al, Cybersecurity, Business, Economics and Science. Each guide is regularly updated to reflect the newest developments and challenges. * Comprehensive Coverage: Whether you're a beginner or an advanced learner, Cybellium books cover a wide range of topics, from foundational principles to specialized knowledge, tailored to your level of expertise. Become part of a global network of learners and professionals who trust Cybellium to guide their educational journey. www.cybellium.com |
| cloud optimization best practices: PaaS, IaaS, And SaaS: Complete Cloud Infrastructure Rob Botwright, 101-01-01 Introducing the Ultimate Cloud Infrastructure Mastery Bundle: PaaS, IaaS, and SaaS - Your Complete Guide from Beginner to Expert! 🌟 Are you ready to skyrocket your cloud expertise? 🌟 Unlock the power of Terraform, GCE, AWS, Microsoft Azure, Kubernetes, and IBM Cloud with this all-encompassing 12-in-1 book bundle! 📘 What's Inside: 1️⃣ Terraform Essentials: Master infrastructure as code. 2️⃣ Google Cloud Engine Mastery: Harness Google's cloud power. 3️⃣ AWS Unleashed: Dominate Amazon Web Services. 4️⃣ Azure Mastery: Excel with Microsoft's cloud. 5️⃣ Kubernetes Simplified: Conquer container orchestration. 6️⃣ IBM Cloud Mastery: Navigate IBM's cloud solutions. 7️⃣ Plus, 5 more essential guides! 🚀 Why Choose Our Bundle? ✅ Comprehensive Learning: From beginner to expert, this bundle covers it all. ✅ Real-World Application: Practical insights for real-world cloud projects. ✅ Step-by-Step Guidance: Clear and concise instructions for every skill level. ✅ Time-Saving: Get all the knowledge you need in one place. ✅ Stay Current: Up-to-date content for the latest cloud technologies. ✅ Affordable: Save big compared to buying individual books! 🔥 Unlock Limitless Possibilities: Whether you're an aspiring cloud architect, a seasoned developer, or a tech enthusiast, this bundle empowers you to: 🌐 Build scalable and efficient cloud infrastructures. 🚀 Deploy and manage applications effortlessly. 📊 Optimize cloud costs and resources. 🔄 Automate repetitive tasks with Terraform. 📦 Orchestrate containers with Kubernetes. 🌩️ Master multiple cloud platforms. 🔐 Ensure security and compliance. 💡 What Our Readers Say: 🌟 This bundle is a game-changer! I went from cloud novice to cloud expert in no time. 🌟 The step-by-step guides make complex topics easy to understand. 🌟 The knowledge in these books is worth every penny. I recommend it to all my colleagues. 🎁 BONUS: Exclusive access to resources, updates, and a community of fellow learners! 🌈 Embark on your cloud journey today! Don't miss out on this limited-time opportunity to become a cloud infrastructure expert. 👉 Click Add to Cart now and elevate your cloud skills with the PaaS, IaaS, and SaaS: Complete Cloud Infrastructure bundle! 🔥 |
| cloud optimization best practices: 1337 Use Cases for ChatGPT & other Chatbots in the AI-Driven Era Florin Badita, 2023-01-03 1337 Use Cases for ChatGPT & other Chatbots in the AI-Driven Era is a book written by Florin Badita that explores the potential uses of advanced large language models (LLMs) like ChatGPT in various industries and scenarios. The book provides 1337 use cases and around 4000 examples of how these technologies can be applied in the future. The author, Florin Badita, is a data scientist, social entrepreneur, activist, and artist who has written about his experiences with data analysis on Medium. He is on the Forbes 30 under 30 list, a TedX speaker, and Landecker Democracy Fellow 2021-2022. He is known for his work in activism, founding the civic group Corruption Kills in 2015, GIS, data analysis, and data mining. The book covers a variety of tips and strategies, including how to avoid errors when converting between different units, how to provide context and examples to improve the LLM's understanding of the content, and how to use the Markdown language to format and style text in chatbot responses. The book is intended for anyone interested in learning more about the capabilities and potential uses of ChatGPT and other language models in the rapidly evolving world of artificial intelligence. After the introduction part and the Table of content, the book is split into 20 categories, each category then being split into smaller categories with at least one use-case and multiple examples A real example from the book: Category: 4 Science and technology [...] Sub-Category: 4.60 Robotics 4.60.1 Text Generation General example text prompt: Generate a description of a new robot design Formula: Generate [description] of [robot design] Specific examples of prompts: Generate a detailed description of a robot designed for underwater exploration Generate a brief overview of a robot designed for assisting with construction tasks Generate a marketing pitch for a robot designed to assist with household chores 4.60.2 Programming Assistance General example text prompt: Write code to implement a specific behavior in a robot Formula: Write code to [implement behavior] in [robot] Specific examples of prompts: Write code to make a robot follow a specific path using sensors and control algorithms Write code to make a robot respond to voice commands using natural language processing Write code to make a robot perform basic tasks in a manufacturing setting, such as moving objects from one location to another |
| cloud optimization best practices: Azure Cloud Adoption Framework, A Practical Guide for Real-World Implementation Ronald Bruinsma, 2023-06-23 Highlights Packed with useful advice and practical insights to help you bypass typical obstacles and get started efficiently with implementing an Azure Cloud environment. Offers extensive understanding on all Azure cloud-related aspects, from the initial stages to ongoing management, making your journey smoother. Discusses a wide range of topics, from creating an effective strategy to long-term Azure cloud governance. Book Description This book is an in-depth guide on cloud adoption, specifically focusing on the Microsoft Azure platform. It presents a step-by-step approach for businesses looking to commence on their digital transformation journey by leveraging Azure's capabilities. Designed to help organizations understand and apply the Cloud Adoption Framework (CAF), it discusses the strategic aspects of cloud adoption, from business case formulation to planning and execution. The book kicks off with a detailed overview of the CAF, its key components, and how it aligns with your organization's business strategy. Then, it navigates through the various stages of the CAF process, including the Strategy, Plan, Ready, and Adopt phases, providing essential insights into the complexities involved in each step. It further delves into technical aspects, discussing the configuration of Azure environments, cloud operations management, and the critical role of security and compliance in a cloud-based infrastructure. This guide also highlights cost management strategies, showcasing how Azure's flexible pricing models can lead to significant savings over time. It demonstrates the power of automation in managing cloud operations and the potential benefits of Infrastructure as Code (IaC) methodologies. What sets this book apart is its focus on practical implementation, filled with real-world examples, best practices, and common pitfalls to avoid. The approach is both comprehensive and modular, catering to readers new to Azure as well as those with experience in the cloud domain. By the end of this guide, you'll have a clear understanding of how to implement and manage an Azure environment that aligns with your organization's needs, thus facilitating a successful cloud migration and ongoing digital transformation. Whether you're a business leader, IT professional, or simply an enthusiast looking to understand the complexities of cloud adoption, this book serves as a reliable resource, providing a solid foundation in Azure cloud adoption as per the CAF guidelines. Table of Contents Introduction to Cloud Adoption Framework (CAF): This chapter introduces the readers to the concept of the Cloud Adoption Framework, its importance, and the various stages involved in the process. Strategize and Plan: It guides you through the process of establishing key performance indicators (KPIs), assessing your digital estate, and formulating a cloud adoption plan. Ready Phase: Here, we discuss the readiness aspect of cloud adoption. This includes preparing the digital environment, capacity planning, and establishing a cloud adoption team. Adopt Phase: It covers topics like infrastructure setup, data migration, application innovation, and provides guidance on managing possible challenges. Govern and Manage: It offers detailed insights on cost management, security and compliance, and how to establish a robust monitoring and incident response system. Secure and Organize Phase: . It includes security considerations, aligning your organization and teams, and understanding the importance of Azure landing zones. Implementing Best Practices: The final chapter shares the 11 best practices for implementing the Cloud Adoption Framework. |
| cloud optimization best practices: Hybrid Cloud Infrastructure and Operations Explained Mansura Habiba, Mihai Criveti, 2022-08-29 Modernize and migrate smoothly to hybrid cloud infrastructure and successfully mitigate complexities relating to the infrastructure, platform, and production environment Key FeaturesPresents problems and solutions for application modernization based on real-life use casesHelps design and implement efficient, highly available, and scalable cloud-native applicationsTeaches you how to adopt a cloud-native culture for successful deployments on hybrid cloud platformsBook Description Most organizations are now either moving to the cloud through modernization or building their apps in the cloud. Hybrid cloud is one of the best approaches for cloud migration and the modernization journey for any enterprise. This is why, along with coding skills, developers need to know the big picture of cloud footprint and be aware of the integration models between apps in a hybrid and multi-cloud infrastructure. This book represents an overview of your end-to-end journey to the cloud. To be future agnostic, the journey starts with a hybrid cloud. You'll gain an overall understanding of how to approach migration to the cloud using hybrid cloud technologies from IBM and Red Hat. Next, you'll be able to explore the challenges, requirements (both functional and non-functional), and the process of app modernization for enterprises by analyzing various use cases. The book then provides you with insights into the different reference solutions for app modernization on the cloud, which will help you to learn how to design and implement patterns and best practices in your job. By the end of this book, you'll be able to successfully modernize applications and cloud infrastructure in hyperscaler public clouds such as IBM and hybrid clouds using Red Hat technologies as well as develop secure applications for cloud environments. What you will learnStrategize application modernization, from the planning to the implementation phaseApply cloud-native development concepts, methods, and best practicesSelect the right strategy for cloud adoption and modernizationExplore container platforms, storage, network, security, and operationsManage cloud operations using SREs, FinOps, and MLOps principlesDesign a modern data insight hub on the cloudWho this book is for This book is for cloud-native application developers involved in modernizing legacy applications by refactoring and rebuilding them. Cloud solution architects and technical leaders will also find this book useful. It will be helpful to have a basic understanding of cloud-native application development and cloud providers before getting started with this book. |
| cloud optimization best practices: Generative AI for Cloud Solutions Paul Singh, Anurag Karuparti, 2024-04-22 Explore Generative AI, the engine behind ChatGPT, and delve into topics like LLM-infused frameworks, autonomous agents, and responsible innovation, to gain valuable insights into the future of AI Key Features Gain foundational GenAI knowledge and understand how to scale GenAI/ChatGPT in the cloud Understand advanced techniques for customizing LLMs for organizations via fine-tuning, prompt engineering, and responsible AI Peek into the future to explore emerging trends like multimodal AI and autonomous agents Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionGenerative artificial intelligence technologies and services, including ChatGPT, are transforming our work, life, and communication landscapes. To thrive in this new era, harnessing the full potential of these technologies is crucial. Generative AI for Cloud Solutions is a comprehensive guide to understanding and using Generative AI within cloud platforms. This book covers the basics of cloud computing and Generative AI/ChatGPT, addressing scaling strategies and security concerns. With its help, you’ll be able to apply responsible AI practices and other methods such as fine-tuning, RAG, autonomous agents, LLMOps, and Assistants APIs. As you progress, you’ll learn how to design and implement secure and scalable ChatGPT solutions on the cloud, while also gaining insights into the foundations of building conversational AI, such as chatbots. This process will help you customize your AI applications to suit your specific requirements. By the end of this book, you’ll have gained a solid understanding of the capabilities of Generative AI and cloud computing, empowering you to develop efficient and ethical AI solutions for a variety of applications and services.What you will learn Get started with the essentials of generative AI, LLMs, and ChatGPT, and understand how they function together Understand how we started applying NLP to concepts like transformers Grasp the process of fine-tuning and developing apps based on RAG Explore effective prompt engineering strategies Acquire insights into the app development frameworks and lifecycles of LLMs, including important aspects of LLMOps, autonomous agents, and Assistants APIs Discover how to scale and secure GenAI systems, while understanding the principles of responsible AI Who this book is for This artificial intelligence book is for aspiring cloud architects, data analysts, cloud developers, data scientists, AI researchers, technical business leaders, and technology evangelists looking to understanding the interplay between GenAI and cloud computing. Some chapters provide a broad overview of GenAI, which are suitable for readers with basic to no prior AI experience, aspiring to harness AI's potential. Other chapters delve into technical concepts that require intermediate data and AI skills. A basic understanding of a cloud ecosystem is required to get the most out of this book. |
| cloud optimization best practices: CLOUD COMPUTING UNLEASHED: Navigating the Future of Digital Infrastructure Santhosh Kumar Gopal, Anil Kumar Kommrraju, Kodanda Rami Reddy Manukonda, Pavan Nutalapati, Viswanadham Mandala, ..... |
| cloud optimization best practices: Cloud Computing Barrett Williams, ChatGPT, 2024-11-01 **Discover the Future Embrace the Power of Cloud Computing** Unlock the full potential of cloud technology with our expertly crafted eBook, *Cloud Computing*. This comprehensive guide dives deep into the ever-evolving world of cloud technology, offering invaluable insights for both newcomers and seasoned professionals. Begin your journey by understanding where it all started. Explore the evolution of cloud technology and decode key concepts and terminologies to build a solid foundation. Whether you're curious about SaaS, PaaS, or IaaS, you'll find clear explanations and examples that reveal the essence of cloud services. The economic landscape has been transformed by cloud computing. Discover how this revolutionary technology enables businesses to shift capital expenditures to operational expenditures, driving cost-effectiveness like never before. Learn about cloud's pivotal role in globalization and its influence on digital markets worldwide. Dive into the intricate world of cloud architecture and explore strategies like hybrid and multi-cloud solutions. Master architecture optimization to create a robust, flexible infrastructure that can scale with your needs. Your data's safety is paramount. Our eBook tackles the crucial issue of cloud security, providing models, strategies, and best practices to keep your information secure in a connected world. In an era where compliance is key, discover how to navigate regulatory landscapes with ease. From international laws to the intricacies of GDPR, this guide ensures you remain compliant while reaping the benefits of cloud technology. Packed with case studies and real-world examples, learn tailored adoption strategies for small and medium enterprises, and explore the unique challenges and solutions cloud computing presents to critical industries like healthcare, finance, and education. Stay one step ahead by embracing cutting-edge trends. From AI integration to predictive analytics, discover the future of cloud services and their environmental impact. Equip yourself with the skills needed to build a cloud computing career and position yourself at the forefront of this digital revolution. Seize the future. Start your cloud journey today with *Cloud Computing*—your definitive guide to mastering the cloud revolution. |
| cloud optimization best practices: The Cloud Computing Journey Divit Gupta, 2024-01-05 Elevate your expertise and gain holistic insights into cloud technology with a focus on smoothly transitioning from on-premises to the cloud Key Features Analyze cloud architecture in depth, including different layers, components, and design principles Explore various types of cloud services from AWS, Microsoft Azure, Google Cloud, Oracle Cloud Infrastructure, and more Implement best practices and understand the use of various cloud deployment tools Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionAs the need for digital transformation and remote work surges, so does the demand for cloud computing. However, the complexity of cloud architecture and the abundance of vendors and tools can be overwhelming for businesses. This book addresses the need for skilled professionals capable of designing, building, and managing scalable and resilient cloud systems to navigate the complex landscape of cloud computing through practical tips and strategies. This comprehensive cloud computing guide offers the expertise and best practices for evaluating different cloud vendors and tools. The first part will help you gain a thorough understanding of cloud computing basics before delving deeper into cloud architecture, its design, and implementation. Armed with this expert insight, you'll be able to avoid costly mistakes, ensure that your cloud systems are secure and compliant, and build cloud systems that can adapt and grow with the business. By the end of this book, you’ll be proficient in leveraging different vendors and tools to build robust and secure cloud systems to achieve specific goals and meet business requirements.What you will learn Get to grips with the core concepts of cloud architecture and cost optimization Understand the different cloud deployment and service models Explore various cloud-related tools and technologies Discover cloud migration strategies and best practices Find out who the major cloud vendors are and what they offer Analyze the impact and future of cloud technology Who this book is for The book is for anyone interested in understanding cloud technology, including business leaders and IT professionals seeking insights into the benefits, challenges, and best practices of cloud computing. Those who are just starting to explore cloud technology, as well as those who are already using cloud technology and want to deepen their understanding to optimize usage, will find this resource especially useful. |
| cloud optimization best practices: Mastering AWS Cost Optimization Eli Mansoor, Yair Green, 2019 The book Mastering AWS Cost Optimization is intended to support you in overcoming one of the top challenges that organizations face in their journey towards public cloud: the challenge of cost control and optimization. Reading this book will give you a better understanding of both the technical and operational aspects of the process. This ensures that you will succeed in taking advantage of advanced technology for building innovative products, while doing so in an optimized and cost-effective manner. This book contains many proven technical, operational, and applications-related best practices. All are real-life best practices that were implemented in the efforts of controlling and reducing the costs of our own cloud infrastructure as well as that of our customers. What You Will Learn? • Amazon's Compute (EC2, Lambda, Container Services), Storage (S3, Glacier, EBS, and EFS), and Networking services pricing models. • Best practices for architecting and operating your cloud environments for cost optimization and efficiency. • How to build applications that are lightweight from the perspective of resource requirements. • How to leverage AWS operational services (Service Catalog, Config, Budgets, Landing Zone, Tagging, CloudWatch, and others) for ensuring continuous governance and on-going cost efficiency. The KAOTM Methodology We have developed the KAOTM (Knowledge, Architecture, and Operation) methodology to provide a structured approach towards optimizing the costs of any cloud service you will consume - even services not covered within this book. This methodology will lay the foundation needed for addressing any cost-optimization task and provide a structured approach for each optimization effort. Who Should Read this Book? We recommend that everyone involved in a cloud project read this book. This includes those undergoing their first cloud transformation project (moving workloads to the cloud) through early adopters in born-to-the-cloud companies. Why? Because cloud computing represents much more than new technology and tools. The costs of cloud computing are related to new pay-per-use pricing models, new consumption models, new operational methodologies, new tracking and reporting systems, and more. Traditional approaches to cost analysis and optimization simply do not apply to public cloud computing. |
| cloud optimization best practices: Microsoft Certified Exam guide - Azure Solutions Architect Expert (AZ-303 and AZ-304) Cybellium Ltd, Unlock Your Azure Solutions Architect Expert Potential! Are you ready to elevate your career and become a Microsoft Azure Solutions Architect Expert? Look no further! Microsoft Certified Exam Guide - Azure Solutions Architect Expert (AZ-303 and AZ-304) is your comprehensive roadmap to success in the exciting world of Azure cloud computing. In today's rapidly evolving tech landscape, Azure has emerged as a dominant force, and Azure Solutions Architects are in high demand. Whether you're a seasoned IT professional or just starting your cloud journey, this book provides the knowledge and skills you need to excel in AZ-303 and AZ-304 exams, setting you on the path to achieving Expert certification. Inside this book, you will find: ✔ In-Depth Coverage: A detailed exploration of all the key concepts, skills, and best practices needed to design and manage complex Azure solutions. ✔ Real-World Scenarios: Practical examples and case studies that illustrate how to solve real-world challenges using Azure services and solutions. ✔ Exam-Ready Preparation: Thorough coverage of exam objectives, along with practice questions and tips to help you ace the AZ-303 and AZ-304 exams. ✔ Architectural Insights: Gain a deep understanding of Azure architecture and learn how to design robust, secure, and scalable solutions. ✔ Expert Guidance: Written by experienced Azure professionals who have not only passed the exams but have also worked in the field, bringing you valuable insights and practical wisdom. Whether you're looking to enhance your skills, advance your career, or simply master the Azure cloud platform, Microsoft Certified Exam Guide - Azure Solutions Architect Expert (AZ-303 and AZ-304) is your trusted companion on the journey to becoming an Azure Solutions Architect Expert. Don't miss this opportunity to take your Azure expertise to the next level! Prepare, practice, and succeed with the ultimate resource for Azure Solutions Architect Expert certification. Order your copy today and embrace the limitless possibilities of the cloud! © 2023 Cybellium Ltd. All rights reserved. www.cybellium.com |
| cloud optimization best practices: AWS for Solutions Architects Saurabh Shrivastava, Neelanjali Srivastav, Alberto Artasanchez, Imtiaz Sayed, Dr. Siddhartha Choubey Ph.D, 2023-04-28 Become a master Solutions Architect with this comprehensive guide, featuring cloud design patterns and real-world solutions for building scalable, secure, and highly available systems Purchase of the print or Kindle book includes a free eBook in PDF format. Key Features Gain expertise in automating, networking, migrating, and adopting cloud technologies using AWS Use streaming analytics, big data, AI/ML, IoT, quantum computing, and blockchain to transform your business Upskill yourself as an AWS solutions architect and explore details of the new AWS certification Book Description Are you excited to harness the power of AWS and unlock endless possibilities for your business? Look no further than the second edition of AWS for Solutions Architects! Packed with all-new content, this book is a must-have guide for anyone looking to build scalable cloud solutions and drive digital transformation using AWS. This updated edition offers in-depth guidance for building cloud solutions using AWS. It provides detailed information on AWS well-architected design pillars and cloud-native design patterns. You'll learn about networking in AWS, big data and streaming data processing, CloudOps, and emerging technologies such as machine learning, IoT, and blockchain. Additionally, the book includes new sections on storage in AWS, containers with ECS and EKS, and data lake patterns, providing you with valuable insights into designing industry-standard AWS architectures that meet your organization's technological and business requirements. Whether you're an experienced solutions architect or just getting started with AWS, this book has everything you need to confidently build cloud-native workloads and enterprise solutions. What you will learn Optimize your Cloud Workload using the AWS Well-Architected Framework Learn methods to migrate your workload using the AWS Cloud Adoption Framework Apply cloud automation at various layers of application workload to increase efficiency Build a landing zone in AWS and hybrid cloud setups with deep networking techniques Select reference architectures for business scenarios, like data lakes, containers, and serverless apps Apply emerging technologies in your architecture, including AI/ML, IoT and blockchain Who this book is for This book is for application and enterprise architects, developers, and operations engineers who want to become well versed with AWS architectural patterns, best practices, and advanced techniques to build scalable, secure, highly available, highly tolerant, and cost-effective solutions in the cloud. Existing AWS users are bound to learn the most, but it will also help those curious about how leveraging AWS can benefit their organization. Prior knowledge of any computing language is not needed, and there's little to no code. Prior experience in software architecture design will prove helpful. |
| cloud optimization best practices: Scalable Cloud Computing: Patterns for Reliability and Performance Peter Jones, 2024-10-14 Dive into the transformative world of cloud computing with Scalable Cloud Computing: Patterns for Reliability and Performance, your comprehensive guide to mastering the principles, strategies, and practices that define modern cloud environments. This carefully curated book navigates through the intricate landscape of cloud computing, from foundational concepts and architecture to designing resilient, scalable applications and managing complex data in the cloud. Whether you're a beginner seeking to understand the basics or an experienced professional aiming to enhance your skills, this book offers deep insights into ensuring reliability, optimizing performance, securing cloud environments, and much more. Explore the latest trends, including microservices, serverless computing, and emerging technologies that are pushing the boundaries of what's possible in the cloud. Through detailed explanations, practical examples, and real-world case studies, Scalable Cloud Computing: Patterns for Reliability and Performance equips you with the knowledge to architect and deploy robust applications that leverage the full potential of cloud computing. Unlock the secrets to optimizing costs, automating deployments with CI/CD, and navigating the complexities of data management and security in the cloud. This book is your gateway to becoming an expert in cloud computing, ready to tackle challenges and seize opportunities in this ever-evolving field. Join us on this journey to mastering cloud computing, where scalability and reliability are within your reach. |
| cloud optimization best practices: Enterprise-Grade Hybrid and Multi-Cloud Strategies Sathya AG, 2024-04-26 Leverage cloud technologies, proven strategies, and effective frameworks to drive seamless digital transformation. Key Features Understand the challenges enterprises face with cloud adoption and the importance of leadership vision Learn how to build the foundation for a vendor agnostic cloud-ready enterprise Discover best practices to architect an enterprise cloud strategy and responsibly innovate with emerging technologies Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn the past decade, cloud technology has evolved from a mere deployment platform into a driving force of innovation. However, navigating the complexities of cloud adoption, especially with a hybrid approach, presents significant challenges. Solving Hybrid Cloud Challenges for Enterprises is your trusted guide to overcome the problems encountered in this process. Written by a principal architect at Google with 15+ years of experience, this vendor agnostic book begins by exploring the case studies of enterprises stepping into the world of the cloud, highlighting the pivotal role of leadership vision and mindset in driving digital transformation. You’ll explore the basics of cloud technology, its impact on various industries, and the challenges of cloud adoption. As you dive deeper, you’ll find real-world use cases of enterprises that have digitally disrupted their respective industries by innovating in the cloud. From assessing the cloud maturity of an organization and designing a cloud strategy to exploring the various facets of cloud transformation, this book will guide you at every step of the way. Finally, you’ll learn how to lead your organization’s cloud transformation journey with emerging technologies. By the end, you'll be well-equipped to design and architect a scalable, cloud-first IT organization. What you will learn Understand the hybrid cloud and multi-cloud paradigms Cultivate leadership will and mindset for crafting successful cloud transformation Design and architect a scalable and open foundation for a cloud-first IT organization Apply open standards and frameworks to design a vendor-neutral cloud foundation Understand the cloud adoption frameworks and conduct maturity assessments Realize tangible business value through cloud adoption initiatives Who this book is for This book is for cloud architects and engineers responsible for and seeking to digitally transform their business through cloud. Enterprise IT leaders will be able to successfully navigate the enterprise cloud transformation complexities with cloud migration strategies, prescriptive frameworks, and practical real-world examples. A basic understanding of enterprise IT functions and operations is assumed. |
| cloud optimization best practices: Cloud Security & Forensics Handbook Rob Botwright, 101-01-01 Introducing the Cloud Security & Forensics Handbook: Dive Deep into Azure, AWS, and GCP Book Bundle! 🚀 Are you ready to master cloud security and forensics in Azure, AWS, and GCP? This comprehensive 4-book bundle has you covered! 📘 Book 1: Cloud Security Essentials - Perfect for beginners, this guide will walk you through the fundamental principles of cloud security. You'll learn about shared responsibility models, identity management, encryption, and compliance, setting a solid foundation for your cloud security journey. 📙 Book 2: Mastering Cloud Security - Take your skills to the next level with advanced strategies for securing your cloud resources. From network segmentation to DevSecOps integration, you'll discover cutting-edge techniques to defend against evolving threats. 📗 Book 3: Cloud Security and Forensics - When incidents happen, you need to be prepared. This book focuses on digital forensics techniques tailored to cloud environments, helping you investigate and mitigate security incidents effectively. 📕 Book 4: Expert Cloud Security and Compliance Automation - Automation is the future of cloud security, and this book shows you how to implement it. Learn about security policy as code, compliance scanning, and orchestration to streamline your security operations. 🌐 With the rapid adoption of cloud computing, organizations need professionals who can navigate the complexities of securing cloud environments. Whether you're new to cloud security or a seasoned expert, this bundle provides the knowledge and strategies you need. 💼 Cloud architects, security professionals, compliance officers, and digital forensics investigators will all benefit from these invaluable resources. Stay ahead of the curve and protect your cloud assets with the insights provided in this bundle. 📈 Secure your future in the cloud with the Cloud Security & Forensics Handbook! Don't miss out—grab your bundle today and embark on a journey to becoming a cloud security and forensics expert. |
| cloud optimization best practices: AWS Cloud Automation Oluyemi James Odeyinka, 2024-01-20 How to automate AWS Cloud using Terraform IaC best practices KEY FEATURES ● Learn how to create and deploy AWS Cloud Resources using Terraform IaC. ● Manage large and complex AWS infrastructures. ● Manage diverse storage options like S3 and EBS for optimal performance and cost-efficiency. DESCRIPTION AWS Cloud Automation allows organizations to effortlessly organize and handle their cloud resources. Terraform, an open-source provisioning tool, transforms the old manual way of doing things by allowing users to define, deploy, and maintain infrastructure as code, ensuring consistency, scalability, and efficiency. This book explains AWS Cloud Automation using Terraform, which is a simple and clear syntax that lets users define the infrastructure needs. Terraform simplifies setting up and managing infrastructure, reducing errors and fostering team collaboration. It enables version control, letting you monitor changes and implement CI/CD pipelines, effortlessly. The book guides you in creating and managing AWS resources through a simple configuration file, allowing you to define virtual machines, networks, databases, and more. Discover how Terraform makes organizing infrastructure code easy, promoting reusability and simple maintenance with consistent patterns across projects and teams. This book will empower readers of AWS Cloud Automation to embrace a modern, scalable, and efficient approach to managing cloud infrastructure. By combining the power of Terraform with the flexibility of AWS. WHAT YOU WILL LEARN ● Implement automated workflows with Terraform in CI/CD pipelines, for consistent and reliable deployments. ● Secure your cloud environment with robust Identity and Access Management (IAM) policies. ● Build and deploy highly available and scalable applications using EC2, VPC, and ELB. ● Automate database deployments and backups with RDS and DynamoDB for worry-free data management. ● Implement serverless architectures with EKS and Fargate for agile and cost-effective development. WHO THIS BOOK IS FOR This book is crafted for both aspiring and seasoned infrastructure enthusiasts, cloud architects, solution architects , SysOps Administrators, and DevOps professionals ready to apply the power of Terraform as their AWS go-to Infrastructure as Code (IaC) tool. TABLE OF CONTENTS 1. AWS DevOps and Automation Tools Set 2. AWS Terraform Setup 3. IAM, Governance and Policies Administration 4. Automating AWS Storage Deployment and Configuration 5. VPC and Network Security Tools Automation 6. Automating EC2 Deployment of various Workloads 7. Automating ELB Deployment and Configurations 8. AWS Route53 Policy and Routing Automation 9. AWS EKS and Fargate Deployments 10. Databases and Backup Services Automation 11. Automating and Bootstrapping Monitoring Service |
| cloud optimization best practices: Cloud FinOps J.R. Storment, Mike Fuller, 2023-01-19 FinOps brings financial accountability to the variable spend model of cloud. Used by the majority of global enterprises, this management practice has grown from a fringe activity to the de facto discipline managing cloud spend. In this book, authors J.R. Storment and Mike Fuller outline the process of building a culture of cloud FinOps by drawing on real-world successes and failures of large-scale cloud spenders. Engineering and finance teams, executives, and FinOps practitioners alike will learn how to build an efficient and effective FinOps machine for data-driven cloud value decision-making. Complete with a road map to get you started, this revised second edition includes new chapters that cover forecasting, sustainability, and connectivity to other frameworks. You'll learn: The DNA of a highly functional cloud FinOps culture A road map to build executive support for FinOps adoption How to understand and forecast your cloud spending How to empower engineering and finance to work together Cost allocation strategies to create accountability for cloud and container spend Strategies for rate discounts from cloud commitments When and how to implement automation of repetitive cost tasks How to empower engineering team action on cost efficiency |
| cloud optimization best practices: Public Cloud Potential in an Enterprise Environment Niklas Feil, |
| cloud optimization best practices: AWS Certified DevOps Engineer - Professional: : Architecting Cloud Solutions for Software Engineers Anand Vemula, 2023-11-15 The book AWS Certified DevOps Engineer - Professional: Architecting Cloud Solutions for Software Engineers is a comprehensive guide that caters to a diverse range of professionals in the field of software engineering and cloud architecture. This subchapter, Target Audience for the Book, aims to provide an overview of the individuals who would greatly benefit from the content within. First and foremost, this book is ideal for Software Engineers who want to enhance their skills and knowledge in implementing and managing DevOps practices within the AWS cloud environment. It covers a wide range of topics, including continuous integration and delivery, infrastructure as code, and various AWS services and tools that are essential for a successful DevOps implementation. The book is also tailored for AWS Certified Engineers who have already acquired the foundational AWS certification and are looking to further specialize in the field of DevOps. It provides valuable insights and practical guidance to help them prepare for the AWS Certified DevOps Engineer - Professional exam, covering advanced topics specific to DevOps practices and cloud architecture. Software Architects, Cloud Architects, and Platform Architects will find this book invaluable in understanding how to design and architect cloud solutions that are optimized for scalability, security, and performance. It explores various architectural patterns and best practices, enabling these professionals to create robust and efficient cloud infrastructure for their organizations. For Compliance Professionals, the book offers a comprehensive understanding of how to implement and maintain compliance standards and best practices within an AWS cloud environment. It covers various security and compliance frameworks, such as the AWS Well-Architected Framework and the shared responsibility model, providing guidance on how to ensure regulatory compliance Lastly, the book caters to DevOps Architects who are responsible for designing and implementing CI/CD pipelines and managing infrastructure as code. It delves into advanced techniques and strategies for automating software delivery, leveraging AWS services like AWS CodePipeline, AWS CodeBuild, and AWS CloudFormation. In summary, AWS Certified DevOps Engineer - Professional: Architecting Cloud Solutions for Software Engineers is a must-have resource for professionals in the niches of AWS Certified DevOps Engineer - Professional, CI/CD Pipeline Management, and Infrastructure as Code (IaC). It equips them with the knowledge and skills needed to excel in their roles and provides a comprehensive guide to successfully architecting and implementing cloud solutions within the AWS ecosystem. |
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