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| aws lambda cold start problem: Programming AWS Lambda John Chapin, Mike Roberts, 2020-03-18 Serverless revolutionizes the way organizations build and deploy software. With this hands-on guide, Java engineers will learn how to use their experience in the new world of serverless computing. You’ll discover how this cloud computing execution model can drastically decrease the complexity in developing and operating applications while reducing costs and time to market. Engineering leaders John Chapin and Mike Roberts guide you through the process of developing these applications using AWS Lambda, Amazon’s event-driven, serverless computing platform. You’ll learn how to prepare the development environment, program Lambda functions, and deploy and operate your serverless software. The chapters include exercises to help you through each aspect of the process. Get an introduction to serverless, functions as a service, and AWS Lambda Learn how to deploy working Lambda functions to the cloud Program Lambda functions and learn how the Lambda platform integrates with other AWS services Build and package Java-based Lambda code and dependencies Create serverless applications by building a serverless API and data pipeline Test your serverless applications using automated techniques Apply advanced techniques to build production-ready applications Understand both the gotchas and new opportunities of serverless architecture |
| aws lambda cold start problem: Proceedings of International Conference on Intelligent Computing, Information and Control Systems A. Pasumpon Pandian, Ram Palanisamy, Klimis Ntalianis, 2021-01-24 This book is a collection of papers presented at the International Conference on Intelligent Computing, Information and Control Systems (ICICCS 2020). It encompasses various research works that help to develop and advance the next-generation intelligent computing and control systems. The book integrates the computational intelligence and intelligent control systems to provide a powerful methodology for a wide range of data analytics issues in industries and societal applications. The book also presents the new algorithms and methodologies for promoting advances in common intelligent computing and control methodologies including evolutionary computation, artificial life, virtual infrastructures, fuzzy logic, artificial immune systems, neural networks and various neuro-hybrid methodologies. This book is pragmatic for researchers, academicians and students dealing with mathematically intransigent problems. |
| aws lambda cold start problem: Economics of Grids, Clouds, Systems, and Services Massimo Coppola, Emanuele Carlini, Daniele D’Agostino, Jörn Altmann, José Ángel Bañares, 2019-03-05 This book constitutes the refereed proceedings of the 15th International Conference on Economics of Grids, Clouds, Systems, and Services, GECON 2018, held in Pisa, Italy, in September 2018. The 21 full papers and 9 short papers presented together with 1 invited talk were carefully reviewed and selected from 40 submissions.This GECON 2018 proceedings was structured in three special sessions on selected topics, namely: IT service ecosystems enabled through emerging digital technologies; machine learning, cognitive systems and data science for system management; and blockchain technologies and economics. |
| aws lambda cold start problem: Advanced Information Networking and Applications Leonard Barolli, Isaac Woungang, Tomoya Enokido, 2021-04-30 This book covers the theory, design and applications of computer networks, distributed computing and information systems. Networks of today are going through a rapid evolution, and there are many emerging areas of information networking and their applications. Heterogeneous networking supported by recent technological advances in low-power wireless communications along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations is emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enable novel, low-cost and high-volume applications. Several of such applications have been difficult to realize because of many interconnections problems. To fulfill their large range of applications, different kinds of networks need to collaborate, and wired and next-generation wireless systems should be integrated in order to develop high-performance computing solutions to problems arising from the complexities of these networks. The aim of the book “Advanced Information Networking and Applications” is to provide latest research findings, innovative research results, methods and development techniques from both theoretical and practical perspectives related to the emerging areas of information networking and applications. |
| aws lambda cold start problem: AWS FinOps Simplified Peter Chung, 2022-10-21 Manage, control, and optimize your cloud spend on AWS Key FeaturesLearn best practices for implementing a cloud FinOps discipline with AWSSet up your organization for success by enabling people, process, and organizationChoose the right pricing model strategy to optimize the use of AWS resourcesBook Description Much like how DevOps is a combination of cultural philosophies, practices, and tools that advocate a collaborative working relationship between development and IT operations, FinOps encourages the same collaboration between technology and finance team, making it key relationship to establish and maintain for any thriving business. This book will help you understand how organizations with a mature FinOps practice can decentralize cost ownership to developer teams and encourage cross-functional collaboration between business, finance, and technology, enabling speed, innovation, and business growth. You'll focus on structuring your organization to form the right FinOps team, including a Cloud Center of Excellence, and learn how to implement practical cost savings measures with AWS tools to optimize costs in both the short as well as long term. By the end of this cloud FinOps book, you'll be ready to implement a successful Cloud FinOps practice for your organization to get the best value from the AWS cloud for your workloads. What you will learnUse AWS services to monitor and govern your cost, usage, and spendImplement automation to streamline cost optimization operationsDesign the best architecture that fits your workload and optimizes on data transferOptimize costs by maximizing efficiency with elasticity strategiesImplement cost optimization levers to save on compute and storage costsBring value to your organization by identifying strategies to create and govern cost metricsWho this book is for This book is for enterprise architects, cloud architects, CFOs, CTOs, product managers, finance managers, and FinOps practitioners looking to optimize their use of the cloud. This book guides you through tools, strategies, and frameworks to minimize costs, allowing your business to realize sustainable financial benefits and efficiently use cloud resources. |
| aws lambda cold start problem: Mastering Serverless: A Deep Dive into AWS Lambda Peter Jones, 2024-10-12 Mastering Serverless: A Deep Dive into AWS Lambda offers an exhaustive exploration of the groundbreaking realm of serverless computing, emphasizing AWS Lambda, Amazon Web Services' premier serverless computing service. As serverless architecture emerges as a pivotal trend in software development, this book stands as an essential resource for software developers, architects, and IT professionals eager to leverage the power of serverless technology. Beginning with the setup of your development environment and continuing through the design of serverless applications, performance optimization, and the implementation of advanced architectural patterns, this guide addresses every critical facet of serverless computing. Each chapter is meticulously structured to deliver comprehensive knowledge, practical examples, and best practices, enabling readers to craft efficient, secure, and scalable serverless applications. Whether you are a novice keen to delve into serverless computing or an experienced developer seeking to refine your skills in AWS Lambda, this book provides actionable insights and clear explanations to help you navigate the intricacies of serverless architectures. Unlock the potential of serverless computing, reduce operational costs, and accelerate your application development with Mastering Serverless: A Deep Dive into AWS Lambda. Immerse yourself in the future of computing and revolutionize the way you build applications in the cloud. |
| aws lambda cold start problem: AWS Certified Machine Learning Study Guide Shreyas Subramanian, Stefan Natu, 2021-11-19 Succeed on the AWS Machine Learning exam or in your next job as a machine learning specialist on the AWS Cloud platform with this hands-on guide As the most popular cloud service in the world today, Amazon Web Services offers a wide range of opportunities for those interested in the development and deployment of artificial intelligence and machine learning business solutions. The AWS Certified Machine Learning Study Guide: Specialty (MLS-CO1) Exam delivers hyper-focused, authoritative instruction for anyone considering the pursuit of the prestigious Amazon Web Services Machine Learning certification or a new career as a machine learning specialist working within the AWS architecture. From exam to interview to your first day on the job, this study guide provides the domain-by-domain specific knowledge you need to build, train, tune, and deploy machine learning models with the AWS Cloud. And with the practice exams and assessments, electronic flashcards, and supplementary online resources that accompany this Study Guide, you’ll be prepared for success in every subject area covered by the exam. You’ll also find: An intuitive and organized layout perfect for anyone taking the exam for the first time or seasoned professionals seeking a refresher on machine learning on the AWS Cloud Authoritative instruction on a widely recognized certification that unlocks countless career opportunities in machine learning and data science Access to the Sybex online learning resources and test bank, with chapter review questions, a full-length practice exam, hundreds of electronic flashcards, and a glossary of key terms AWS Certified Machine Learning Study Guide: Specialty (MLS-CO1) Exam is an indispensable guide for anyone seeking to prepare themselves for success on the AWS Certified Machine Learning Specialty exam or for a job interview in the field of machine learning, or who wishes to improve their skills in the field as they pursue a career in AWS machine learning. |
| aws lambda cold start problem: Data Science on AWS Chris Fregly, Antje Barth, 2021-04-07 With this practical book, AI and machine learning practitioners will learn how to successfully build and deploy data science projects on Amazon Web Services. The Amazon AI and machine learning stack unifies data science, data engineering, and application development to help level upyour skills. This guide shows you how to build and run pipelines in the cloud, then integrate the results into applications in minutes instead of days. Throughout the book, authors Chris Fregly and Antje Barth demonstrate how to reduce cost and improve performance. Apply the Amazon AI and ML stack to real-world use cases for natural language processing, computer vision, fraud detection, conversational devices, and more Use automated machine learning to implement a specific subset of use cases with SageMaker Autopilot Dive deep into the complete model development lifecycle for a BERT-based NLP use case including data ingestion, analysis, model training, and deployment Tie everything together into a repeatable machine learning operations pipeline Explore real-time ML, anomaly detection, and streaming analytics on data streams with Amazon Kinesis and Managed Streaming for Apache Kafka Learn security best practices for data science projects and workflows including identity and access management, authentication, authorization, and more |
| aws lambda cold start problem: Amazon Web Services in Action, Third Edition Andreas Wittig, Michael Wittig, 2023-05-02 This bestselling guide reveals best practices for security, high availability, and scalability on AWS, the world's most popular cloud. It's packed with techniques for automating your deployment, management, and even your infrastructure using Infrastructure as Code. Amazon Web Services in Action: An in-depth guide to AWS has helped thousands of developers succeed with the AWS cloud. This hands-on guide gives a complete introduction to computing, storage, and networking, along with best practices for all core AWS services. Amazon Web Services in Action, Third Edition: An in-depth guide to AWS is a comprehensive introduction to everything AWS. This revised edition covers all the core services in clear, plain language, including services such as AWS Lambda and CloudFormation. Throughout, you'll automate your deployment, your scaling, and even your infrastructure management using powerful Infrastructure as Code tools. You'll learn how to secure network traffic with a private cloud, achieve high availability with autoscaling, share data with EFS, and deliver in-memory storage with ElastiCache. Real world examples like hosting a WordPress site and deploying a note-taking app on containers ensure you're always learning hands-on. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. |
| aws lambda cold start problem: AWS Certified Solutions Architect – Professional Exam Guide (SAP-C02) Patrick Sard, Yohan Wadia, 2024-03-01 Become an AWS Solutions Architect Professional with this latest AWS (SAP-C02) exam guide Purchase of this book unlocks access to web-based exam prep resources, including mock exams, flashcards, and exam tips, and the eBook PDF Key Features Explore content meticulously aligned with AWS (SAP-C02) exam objectives Challenge your knowledge through mock tests with exam-level difficulty Gain expert insights and learn best practices for optimizing your cloud solutions from experienced AWS practitioners Book DescriptionKnown for its difficulty and ranking among the highest-paying IT certifications, the AWS Certified Solutions Architect Professional (SAP-C02) certification demands significant hands-on experience for success. This comprehensive guide reinforces your knowledge and enhances your skills in various solution architectures and services. Additionally, you’ll gain lifetime access to supplementary practice resources such as mock exams, flashcards, and exam tips from experts. Aligned with exam objectives, this AWS certification study guide helps you assess your knowledge through timed mock tests that simulate exam conditions. Beyond exam preparation, you’ll develop advanced skills in designing distributed systems on AWS cloud and become proficient in providing architectural recommendations for complex application implementation, and enhancing infrastructure efficiency. As you advance, you’ll gain insights into how to foster unique thinking and factor diverse considerations while architecting solutions. You’ll also get to grips with designing multi-tier applications, deploying enterprise-grade operations, and migrating complex applications to AWS. By the end of this book, you’ll be able to design and deploy innovative solutions on AWS, unlocking new opportunities and driving success in the dynamic world of cloud computing.What you will learn Design and deploy fully secure, dynamically scalable, highly available, fault-tolerant, and reliable apps on AWS Integrate on-premises environments seamlessly with AWS resources Select appropriate architecture patterns and AWS services for designing and deploying complex applications Continuously improve solution architectures for security, reliability, performance, operational excellence, and cost-efficiency Plan and execute migrations of complex applications to AWS Implement cost-control strategies to deliver cost-effective solutions on AWS Who this book is for This book is for seasoned IT professionals adept at crafting and implementing cloud architecture on AWS. Familiarity with the AWS platform and services is essential. You'll grasp the content more effectively if you have at least 2 years of hands-on experience in AWS-based applications. |
| aws lambda cold start problem: MICROSERVICES AND SERVERLESS ARCHITECTURE 2024 Edition AWS AZURE GOOGLE Diego Rodrigues, 2024-11-11 Welcome to MICROSERVICES AND SERVERLESS ARCHITECTURE: Scalability and Efficiency in AWS, Azure, and Google Cloud - 2024 Edition, the definitive guide to transforming how you build applications in the modern era of cloud computing. Written by Diego Rodrigues, one of the most prolific authors, with over 180 titles published in six languages, this book offers a deep and practical journey to master the creation of distributed architectures, utilizing microservices and serverless to achieve new levels of scalability and efficiency. Whether you are a beginner or an experienced professional, this practical manual explores building solutions based on the three leading cloud platforms – AWS, Microsoft Azure, and Google Cloud. From setting up environments to implementing complex solutions with microservices, you will be guided step-by-step to create robust and highly scalable systems, ready for the future. You will learn to master both fundamental and advanced concepts, such as breaking down monolithic applications into independent microservices, using serverless architectures to eliminate the need for managing servers, and optimizing performance for the highest demands. The book also covers security practices, orchestration, and cloud service monitoring, ensuring that your solutions are not only efficient but also secure and resilient. Additionally, each chapter includes practical examples and case studies that challenge you to apply the knowledge acquired in real-world scenarios. This is the essential resource for developers, solution architects, and all those looking to stand out in the competitive IT market. Get ready to master the architectures shaping the future of modern applications and take your technological career to the next level with MICROSERVICES AND SERVERLESS ARCHITECTURE. TAGS: Python Java Linux Kali Linux HTML ASP.NET Ada Assembly Language BASIC Borland Delphi C C# C++ CSS Cobol Compilers DHTML Fortran General HTML Java JavaScript LISP PHP Pascal Perl Prolog RPG Ruby SQL Swift UML Elixir Haskell VBScript Visual Basic XHTML XML XSL Django Flask Ruby on Rails Angular React Vue.js Node.js Laravel Spring Hibernate .NET Core Express.js TensorFlow PyTorch Jupyter Notebook Keras Bootstrap Foundation jQuery SASS LESS Scala Groovy MATLAB R Objective-C Rust Go Kotlin TypeScript Elixir Dart SwiftUI Xamarin React Native NumPy Pandas SciPy Matplotlib Seaborn D3.js OpenCV NLTK PySpark BeautifulSoup Scikit-learn XGBoost CatBoost LightGBM FastAPI Celery Tornado Redis RabbitMQ Kubernetes Docker Jenkins Terraform Ansible Vagrant GitHub GitLab CircleCI Travis CI Linear Regression Logistic Regression Decision Trees Random Forests FastAPI AI ML K-Means Clustering Support Vector Tornado Machines Gradient Boosting Neural Networks LSTMs CNNs GANs ANDROID IOS MACOS WINDOWS Nmap Metasploit Framework Wireshark Aircrack-ng John the Ripper Burp Suite SQLmap Maltego Autopsy Volatility IDA Pro OllyDbg YARA Snort ClamAV iOS Netcat Tcpdump Foremost Cuckoo Sandbox Fierce HTTrack Kismet Hydra Nikto OpenVAS Nessus ZAP Radare2 Binwalk GDB OWASP Amass Dnsenum Dirbuster Wpscan Responder Setoolkit Searchsploit Recon-ng BeEF aws google cloud ibm azure databricks nvidia meta x Power BI IoT CI/CD Hadoop Spark Pandas NumPy Dask SQLAlchemy web scraping mysql big data science openai chatgpt Handler RunOnUiThread()Qiskit Q# Cassandra Bigtable VIRUS MALWARE docker kubernetes Kali Linux Nmap Metasploit Wireshark information security pen test cybersecurity Linux distributions ethical hacking vulnerability analysis system exploration wireless attacks web application security malware analysis social engineering Android iOS Social Engineering Toolkit SET computer science IT professionals cybersecurity careers cybersecurity expertise cybersecurity library cybersecurity training Linux operating systems cybersecurity tools ethical hacking tools security testing penetration test cycle security concepts mobile security cybersecurity fundamentals cybersecurity techniques cybersecurity skills cybersecurity industry global cybersecurity trends Kali Linux tools cybersecurity education cybersecurity innovation penetration test tools cybersecurity best practices global cybersecurity companies cybersecurity solutions IBM Google Microsoft AWS Cisco Oracle cybersecurity consulting cybersecurity framework network security cybersecurity courses cybersecurity tutorials Linux security cybersecurity challenges cybersecurity landscape cloud security cybersecurity threats cybersecurity compliance cybersecurity research cybersecurity technology |
| aws lambda cold start problem: Serverless Design Patterns and Best Practices Brian Zambrano, 2018-04-12 Get started with designing your serverless application using optimum design patterns and industry standard practices Key Features Learn the details of popular software patterns and how they are applied to serverless applications Understand key concepts and components in serverless designs Walk away with a thorough understanding of architecting serverless applications Book Description Serverless applications handle many problems that developers face when running systems and servers. The serverless pay-per-invocation model can also result in drastic cost savings, contributing to its popularity. While it's simple to create a basic serverless application, it's critical to structure your software correctly to ensure it continues to succeed as it grows. Serverless Design Patterns and Best Practices presents patterns that can be adapted to run in a serverless environment. You will learn how to develop applications that are scalable, fault tolerant, and well-tested. The book begins with an introduction to the different design pattern categories available for serverless applications. You will learn the trade-offs between GraphQL and REST and how they fare regarding overall application design in a serverless ecosystem. The book will also show you how to migrate an existing API to a serverless backend using AWS API Gateway. You will learn how to build event-driven applications using queuing and streaming systems, such as AWS Simple Queuing Service (SQS) and AWS Kinesis. Patterns for data-intensive serverless application are also explained, including the lambda architecture and MapReduce. This book will equip you with the knowledge and skills you need to develop scalable and resilient serverless applications confidently. What you will learn Comprehend the popular design patterns currently being used with serverless architectures Understand the various design options and corresponding implementations for serverless web application APIs Learn multiple patterns for data-intensive serverless systems and pipelines, including MapReduce and Lambda Architecture Learn how to leverage hosted databases, queues, streams, storage services, and notification services Understand error handling and system monitoring in a serverless architecture a serverless architecture Learn how to set up a serverless application for continuous integration, continuous delivery, and continuous deployment Who this book is for If you're a software architect, engineer, or someone who wants to build serverless applications, which are non-trivial in complexity and scope, then this book is for you. Basic knowledge of programming and serverless computing concepts are assumed. |
| aws lambda cold start problem: AWS Cookbook John Culkin, Mike Zazon, 2021-12-02 This practical guide provides over 100 self-contained recipes to help you creatively solve issues you may encounter in your AWS cloud endeavors. If you're comfortable with rudimentary scripting and general cloud concepts, this cookbook will give you what you need to both address foundational tasks and create high-level capabilities. AWS Cookbook provides real-world examples that incorporate best practices. Each recipe includes code that you can safely execute in a sandbox AWS account to ensure that it works. From there, you can customize the code to help construct your application or fix your specific existing problem. Recipes also include a discussion that explains the approach and provides context. This cookbook takes you beyond theory, providing the nuts and bolts you need to successfully build on AWS. You'll find recipes for: Organizing multiple accounts for enterprise deployments Locking down S3 buckets Analyzing IAM roles Autoscaling a containerized service Summarizing news articles Standing up a virtual call center Creating a chatbot that can pull answers from a knowledge repository Automating security group rule monitoring, looking for rogue traffic flows And more. |
| aws lambda cold start problem: Computer Science – CACIC 2023 Patricia Pesado, |
| aws lambda cold start problem: Hands-On Serverless Computing Kuldeep Chowhan, 2018-07-23 Deploy functions efficiently using different cloud-based serverless offerings Key Features Understand the concept of Function-as-a-Service Implement Serverless solutions using AWS Lambda, Azure Functions and Google Cloud Functions Practical approach towards choosing the best tool for your serverless environment Book Description Serverless applications and architectures are gaining momentum and are increasingly being used by companies of all sizes. Serverless software takes care of many problems that developers face when running systems and servers, such as fault tolerance, centralized logging, horizontal scalability, and deployments. You will learn how to harness serverless technology to rapidly reduce production time and minimize your costs, while still having the freedom to customize your code, without hindering functionality. Upon finishing the book, you will have the knowledge and resources to build your own serverless application hosted in AWS, Microsoft Azure, or Google Cloud Platform, and will have experienced the benefits of event-driven technology for yourself. This hands-on guide dives into the basis of serverless architectures and how to build them using Node.js as a programming language, Visual Studio Code for code editing, and Postman for quickly and securely developing applications without the hassle of configuring and maintaining infrastructure on three public cloud platforms. What you will learn Understand the benefts of serverless computing and know when to use it Develop serverless applications on AWS, Azure, and Google Cloud Get to grips with Function as a Service (FaaS) Apply triggers to serverless functions Build event-driven apps using serverless frameworks Use the Node.js programming language to build serverless apps Use code editors, such as Visual Studio Code, as development environments Master the best development practices for creating scalable and practical solutions Who this book is for This book is targeted towards developers, system administrators or any stakeholder working in the Serverless environment and want to understand how functions work. Basic idea of serverless architecture can be an added advantage |
| aws lambda cold start problem: AWS Certified Cloud Solutions Architect Cybellium, 2024-09-01 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 |
| aws lambda cold start problem: Serverless Computing Concepts, Technology and Architecture Aluvalu, Rajanikanth, V., Uma Maheswari, 2024-04-04 Serverless computing has emerged as a transformative technology, gaining prominence over traditional cloud computing. It is characterized by reduced costs, lower latency, and the elimination of server-side management overhead, and is driven by the increasing adoption of containerization and microservices architectures. However, there is a significant lack of comprehensive resources for academic research purposes in this field. Serverless Computing Concepts, Technology, and Architecture addresses this gap and provides a comprehensive exploration of the fundamental concepts, characteristics, challenges, applications, and futuristic approaches of serverless computing. This book serves as a valuable reference for doctorate and post-doctorate research scholars, undergraduates, and postgraduates in fields such as computer science, information technology, electronics engineering, and other related disciplines. Serverless Computing Concepts, Technology, and Architecture is poised to be a one-stop reference point for those seeking to understand and harness the potential of serverless computing. It will serve as a prominent guide for researchers in this field for years to come, enriching their knowledge and advancing the study of serverless computing. |
| aws lambda cold start problem: Learning Serverless Jason Katzer, 2020-10-29 Whether your company is considering serverless computing or has already made the decision to adopt this model, this practical book is for you. Author Jason Katzer shows early and mid-career developers what's required to build and ship maintainable and scalable services using this model. With this book, you'll learn how to build a modern production system in the cloud, viewed through the lens of serverless computing. You'll discover how serverless can free you from the tedious task of setting up and maintaining systems in production. You'll also explore new ways to level up your careerand design, develop, and deploy with confidence. In three parts, this book includes: The Path to Production: Examine the ins and outs of distributed systems, microservices, interfaces, and serverless architecture and patterns The Tools: Dive into monitoring, observability and alerting, logging, pipelines, automation, and deployment Concepts: Learn how to design security and privacy, how to manage quality through testing and staging, and how to plan for failure |
| aws lambda cold start problem: AWS SysOps Cookbook Eric Z. Beard, Rowan Udell, Lucas Chan, 2019-09-27 Become an AWS SysOps administrator and explore best practices to maintain a well-architected, resilient, and secure AWS environment Key FeaturesExplore AWS Cloud functionalities through a recipe-based approachGet to grips with a variety of techniques for automating your infrastructureDiscover industry-proven best practices for architecting reliable and efficient workloadsBook Description AWS is an on-demand remote computing service providing cloud infrastructure over the internet with storage, bandwidth, and customized support for APIs. This updated second edition will help you implement these services and efficiently administer your AWS environment. You will start with the AWS fundamentals and then understand how to manage multiple accounts before setting up consolidated billing. The book will assist you in setting up reliable and fast hosting for static websites, sharing data between running instances and backing up data for compliance. By understanding how to use compute service, you will also discover how to achieve quick and consistent instance provisioning. You’ll then learn to provision storage volumes and autoscale an app server. Next, you’ll explore serverless development with AWS Lambda, and gain insights into using networking and database services such as Amazon Neptune. The later chapters will focus on management tools like AWS CloudFormation, and how to secure your cloud resources and estimate costs for your infrastructure. Finally, you’ll use the AWS well-architected framework to conduct a technology baseline review self-assessment and identify critical areas for improvement in the management and operation of your cloud-based workloads. By the end of this book, you’ll have the skills to effectively administer your AWS environment. What you will learnSecure your account by creating IAM users and avoiding the use of the root loginSimplify the creation of a multi-account landing zone using AWS Control TowerMaster Amazon S3 for unlimited, cost-efficient storage of dataExplore a variety of compute resources on the AWS Cloud, such as EC2 and AWS LambdaConfigure secure networks using Amazon VPC, access control lists, and security groupsEstimate your monthly bill by using cost estimation toolsLearn to host a website with Amazon Route 53, Amazon CloudFront, and S3Who this book is for If you are an administrator, DevOps engineer, or an IT professional interested in exploring administrative tasks on the AWS Cloud, then this book is for you. Familiarity with cloud computing platforms and some understanding of virtualization, networking, and other administration-related tasks is assumed. |
| aws lambda cold start problem: A Simulation Framework for Function as a Service Manner, Johannes, 2024-03-12 |
| aws lambda cold start problem: Expert AWS Development Atul Mistry, 2018-03-29 Key concepts, sample applications, best practices, and troubleshooting tips to build highly scalable applications in AWS. Key Features Design highly available, cost efficient, fault tolerant, and scalable distributed systems A practical guide that will help you build, deploy, and manage applications with ease. Develop effective solutions with AWS SDK and Lambda Book Description Continuous deployment and Agile methodology have enabled huge advances in modern applications. This book will enable the reader to make use of this rapidly evolving technology to build highly scalable applications within AWS using different architectures. You will begin with installation of AWS SDK and you will get hands-on experience on creating an application using AWS Management Console and AWS Command Line Interface (CLI). Next you will be integrating Applications with AWS services such as DynamoDB, Amazon Kinesis, AWS Lambda, Amazon SQS and Amazon SWF Following this you will get well versed with CI/CD workflow and work with four major phases in Release processes – Source, Build, Test and Production. Next you will learn to apply AWS developer tools in your Continuous Integration (CI) and Continuous Deployment (CD) WorkFlow. Later you will learn about User Authentication using Amazon Cognito and also how you can evaluate the best architecture as per your infrastructure costs. You will learn about Amazon EC2 service and deploy an app using Amazon EC2.You will also get well versed with container service which is Amazon EC2 Container Service (Amazon ECS) and you will learn to deploy an app using Amazon ECS. Along with EC2 and ECS, you will also deploying a practical real-world example of a CI/CD application with the Serverless Application Framework which is known as AWS Lambda. Finally you will learn how to build, develop and deploy the Application using AWS Developer tools like AWS CodeCommit, AWS CodeBuild, AWS CodeDeploy and AWS CodePipeline as per project needs. Also you can develop and deploy applications within minutes using AWS CodeStar from wizard. By the end of this book, the reader will effectively build, deploy, and manage applications on AWS along with scaling and securing applications with best practices and troubleshooting tips. What you will learn Learn how to get up and running with AWS Developer Tools. Integrate the four major phases in the Release Processes. Source, Build, Test and Production. Learn how to integrate Continuous Integration, Continuous Delivery, and Continuous Deployment in AWS. Make secure, scalable and fault tolerant applications. Understand different architectures and deploy complex architectures within minutes Who this book is for This book targets developers who would like to build and manage web and mobile applications and services on the AWS platform. If you are an architect you will be able to take a deep dive and use examples that can be readily applied to real world scenarios. Some prior programming experience is assumed along with familiarity of cloud computing. |
| aws lambda cold start problem: Cloud-Native Application Architecture FreeWheel Biz-UI Team, 2024-01-03 The authors of this book explore a way to build cloud-native microservice applications, based on years of practice. Presenting a range of real-world scenarios, from design, development, and testing to deployment, the book shows how teams can leverage cloud-native technologies to develop applications, covering the full lifecycle. Further, it consistently combines theory and practice, and comprehensively analyzes how to implement core cloud-native technologies such as container, service mesh, serverless, continuous integration, and deployment. Given its scope, the book offers a valuable asset for all architects, engineers, and technological decision-makers with an interest in microservices and cloud-native technologies. |
| aws lambda cold start problem: Computing, Communication and Learning Sanjaya Kumar Panda, Rashmi Ranjan Rout, Ravi Chandra Sadam, Bala Venkata Subramaanyam Rayanoothala, Kuan-Ching Li, Rajkumar Buyya, 2023-01-01 This volume constitutes the refereed proceedings of the First International Conference on Computing, Communication and Learning, CoCoLe 2022, held in Warangal, India, in October 2022. The 25 full papers and 1 short paper presented were carefully reviewed and selected from 117 submissions. The CoCoLe conference focuses on three broad areas of computer science and other allied branches, namely computing, communication, and learning. |
| aws lambda cold start problem: Acing the System Design Interview Zhiyong Tan, 2024-01-23 Acing the System Design Interview teaches you how to effectively demonstrate your system design expertise in an interview environment. Going beyond the typical soft skills, the book will help you master a structured and organised approach to successfully present system design ideas during the process. |
| aws lambda cold start problem: Predictive Analytics for the Modern Enterprise Nooruddin Abbas Ali, 2024-05-20 The surging predictive analytics market is expected to grow from $10.5 billion today to $28 billion by 2026. With the rise in automation across industries, the increase in data-driven decision-making, and the proliferation of IoT devices, predictive analytics has become an operational necessity in today's forward-thinking companies. If you're a data professional, you need to be aligned with your company's business activities more than ever before. This practical book provides the background, tools, and best practices necessary to help you design, implement, and operationalize predictive analytics on-premises or in the cloud. Explore ways that predictive analytics can provide direct input back to your business Understand mathematical tools commonly used in predictive analytics Learn the development frameworks used in predictive analytics applications Appreciate the role of predictive analytics in the machine learning process Examine industry implementations of predictive analytics Build, train, and retrain predictive models using Python and TensorFlow |
| aws lambda cold start problem: Cloud Native Applications with Jakarta EE Kamalmeet Singh, 2021-04-24 Deploy serverless and scalable cloud-native applications with Jakarta EEÊ Ê KEY FEATURESÊÊ _ Example-driven approach crafted specially for developers and architects. _ Covers all core areas for cloud-native development. _ Step-by-step implementation of core concepts, including application scalability and security, serverless, and containerization. DESCRIPTIONÊ The book helps readers to get a basic understanding of features provided by the cloud and core concepts of cloud native development. A hands-on approach makes sure that after reading the book, one can straight away implement the concepts in their daily design and development activities.Ê The book starts with the basics of cloud computing and moves on to understanding the core concepts to create a production-ready cloud-native application. The book helps readers to develop a code that is testable and maintainable to support Agile cloud native development. This book also talks about the security and scalability aspects of applications which are the backbone of any large-scale application. The book covers advanced cloud-native application development approaches using containers and serverless approaches. The book will help readers to get ready for a cloud-native development journey. Whether one is creating a small application or a large-scale application, core concepts explained in this book remain relevant and will work as a guiding light for developers and architects.ÊÊÊ WHAT YOU WILL LEARN _ Explains the core features that are part of cloud computing. _ Build applications that are fast to market due to testability and maintainability. _ Build applications that are secured against vulnerabilities. _ Build applications that are easy to scale. WHO THIS BOOK IS FORÊÊ The book is meant for software developers, architects, and technical readers who want to learn about Cloud-based application development. Basic knowledge of the Java programming language or Jakarta EE platform is expected to understand code examples used in the book. TABLE OF CONTENTS 1. Introduction to Cloud Computing 2. Design for Cloud 3. Major Players in Cloud Computing 4. Sample Application Using Jakarta EE 5. Testing Cloud-Native Applications 6. Continuous Integration and Continuous Delivery 7. Securing Cloud-Based Applications 8. Scalability 9. Monitoring, Alerting, and Reporting 10. Containers 11. Serverless Computing 12. Best Practices for Developing Cloud-Native Applications |
| aws lambda cold start problem: Building Serverless Applications on Knative Evan Anderson, 2023-11-15 Explore the theory and practice of designing and writing serverless applications using examples from the Knative project. With this practical guide, mid-level to senior application developers and team managers will learn when and why to target serverless platforms when developing microservices or applications. Along the way, you'll also discover warning signs that suggest cases when serverless might cause you more trouble than joy. Drawing on author Evan Anderson's 15 years of experience developing and maintaining applications in the cloud, and more than 6 years of experience with serverless platforms at scale, this book acts as your guide into the high-velocity world of serverless application development. You'll come to appreciate why Knative is the most widely adopted open source serverless platform available. With this book, you will: Learn what serverless is, how it works, and why teams are adopting it Understand the benefits of Knative for cloud native development teams Learn how to build a serverless application on Knative Explore the challenges serverless introduces for debugging and the tools that can help improve it Learn why event-driven architecture and serverless compute are complementary but distinct Understand when a serverless approach might not be the right system design |
| aws lambda cold start problem: Learn AWS Serverless Computing Scott Patterson, 2019-12-24 Build, deploy, test, and run cloud-native serverless applications using AWS Lambda and other popular AWS services Key FeaturesLearn how to write, run, and deploy serverless applications in Amazon Web ServicesMake the most of AWS Lambda functions to build scalable and cost-efficient systemsBuild and deploy serverless applications with Amazon API Gateway and AWS Lambda functionsBook Description Serverless computing is a way to run your code without having to provision or manage servers. Amazon Web Services provides serverless services that you can use to build and deploy cloud-native applications. Starting with the basics of AWS Lambda, this book takes you through combining Lambda with other services from AWS, such as Amazon API Gateway, Amazon DynamoDB, and Amazon Step Functions. You’ll learn how to write, run, and test Lambda functions using examples in Node.js, Java, Python, and C# before you move on to developing and deploying serverless APIs efficiently using the Serverless Framework. In the concluding chapters, you’ll discover tips and best practices for leveraging Serverless Framework to increase your development productivity. By the end of this book, you’ll have become well-versed in building, securing, and running serverless applications using Amazon API Gateway and AWS Lambda without having to manage any servers. What you will learnUnderstand the core concepts of serverless computing in AWSCreate your own AWS Lambda functions and build serverless APIs using Amazon API GatewayExplore best practices for developing serverless applications at scale using Serverless FrameworkDiscover the DevOps patterns in a modern CI/CD pipeline with AWS CodePipelineBuild serverless data processing jobs to extract, transform, and load dataEnforce resource tagging policies with continuous compliance and AWS ConfigCreate chatbots with natural language understanding to perform automated tasksWho this book is for This AWS book is for cloud architects and developers who want to build and deploy serverless applications using AWS Lambda. A basic understanding of AWS is required to get the most out of this book. |
| aws lambda cold start problem: Computational Science and Its Applications – ICCSA 2023 Workshops Osvaldo Gervasi, Beniamino Murgante, Ana Maria A. C. Rocha, Chiara Garau, Francesco Scorza, Yeliz Karaca, Carmelo M. Torre, 2023-06-28 This nine-volume set LNCS 14104 – 14112 constitutes the refereed workshop proceedings of the 23rd International Conference on Computational Science and Its Applications, ICCSA 2023, held at Athens, Greece, during July 3–6, 2023. The 350 full papers and 29 short papers and 2 PHD showcase papers included in this volume were carefully reviewed and selected from a total of 876 submissions. These nine-volumes includes the proceedings of the following workshops: Advances in Artificial Intelligence Learning Technologies: Blended Learning, STEM, Computational Thinking and Coding (AAILT 2023); Advanced Processes of Mathematics and Computing Models in Complex Computational Systems (ACMC 2023); Artificial Intelligence supported Medical data examination (AIM 2023); Advanced and Innovative web Apps (AIWA 2023); Assessing Urban Sustainability (ASUS 2023); Advanced Data Science Techniques with applications in Industry and Environmental Sustainability (ATELIERS 2023); Advances in Web Based Learning (AWBL 2023); Blockchain and Distributed Ledgers: Technologies and Applications (BDLTA 2023); Bio and Neuro inspired Computing and Applications (BIONCA 2023); Choices and Actions for Human Scale Cities: Decision Support Systems (CAHSC-DSS 2023); and Computational and Applied Mathematics (CAM 2023). |
| aws lambda cold start problem: Service-Oriented Computing Hakim Hacid, Odej Kao, Massimo Mecella, Naouel Moha, Hye-young Paik, 2021-11-17 This book constitutes the proceedings of the 19th International Conference on Service-Oriented Computing, ICSOC 2020, which is held virtually in November 2021. The 29 full, 28 short, and 3 vision papers included in this volume were carefully reviewed and selected from 189 submissions. They were organized in topical sections named: Blockchains and smart contracts, Architectures, microservices and APIs, Applications, Internet-of-Things, crowdsourced, social, and conversational services, Service composition and recommendation, Cloud computing, and Edge computing. |
| aws lambda cold start problem: Advances in Computer Science for Engineering and Education IV Zhengbing Hu, Sergey Petoukhov, Ivan Dychka, Matthew He, 2021-07-21 This book comprises high-quality refereed research papers presented at the Fourth International Conference on Computer Science, Engineering and Education Applications (ICCSEEA2021), held in Kyiv, Ukraine, on January 23–24, 2021, organized jointly by the National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, National Aviation University, and the International Research Association of Modern Education and Computer Science. The topics discussed in the book include state-of-the-art papers in computer science, artificial intelligence, engineering techniques, genetic coding systems, deep learning with its medical applications, and knowledge representation with its applications in education. It is an excellent source of references for researchers, graduate students, engineers, management practitioners, and undergraduate students interested in computer science and their applications in engineering and education. |
| aws lambda cold start problem: Mastering OpenTelemetry and Observability Steve Flanders, 2024-10-22 Discover the power of open source observability for your enterprise environment In Mastering Observability and OpenTelemetry: Enhancing Application and Infrastructure Performance and Avoiding Outages, accomplished engineering leader and open source contributor Steve Flanders unlocks the secrets of enterprise application observability with a comprehensive guide to OpenTelemetry (OTel). Explore how OTel transforms observability, providing a robust toolkit for capturing and analyzing telemetry data across your environment. You will learn how OTel delivers unmatched flexibility, extensibility, and vendor neutrality, freeing you from vendor lock-in and enabling data sovereignty and portability. You will also discover: Comprehensive coverage of observability issues and technology: Dive deep into the world of observability and gain a comprehensive understanding of observability fundamentals with practical insights and real-world use cases. Practical guidance: From instrumentation techniques to advanced tracing strategies, gain the skills needed to create highly observable systems. Learn how to deploy and configure OTel, even in challenging brownfield environments, with step-by-step instructions and hands-on exercises. An opportunity for community contributions and communication: Join the OTel community, including end-users, vendors, and cloud providers, and shape the future of observability while connecting with experts and peers. Whether you are a novice or a seasoned professional, Mastering Observability and OpenTelemetry is your roadmap to troubleshooting availability and performance problems by learning to detect anomalies, interpret data, and proactively optimize performance in your enterprise environment. Embark on your journey to observability mastery today! |
| aws lambda cold start problem: Euro-Par 2023: Parallel Processing Workshops Demetris Zeinalipour, |
| aws lambda cold start problem: AWS Solutions Architect Exam Practice Questions and dumps with explanations Exam SAA-C01 Maester Books, 2020-01-14 The AWS Certified Solutions Architect - Associate examination is intended for individuals who perform a solutions architect role and have one or more years of hands-on experience designing available, cost-efficient, fault-tolerant, and scalable distributed systems on AWS.Preparing for the AWS Certified Solutions Architect Associate Exam (AWS CSAA) to become an AWS Certified Solutions Architect? Here we’ve brought 500+ AWS Solutions Architect Associate Exam Questions for you so that you can prepare well for the AWS Solution Architect Associate exam.This AWS Certified Solutions Architect - Associate exam practice test of AWS Web Services has been advanced to test your knowledge before taking the official exam.Unlike other online simulation practice tests, you get an eBook version easy to read & remember these questions. You can simply rely on these 500+ questions for successfully certifying this exam. |
| aws lambda cold start problem: Next Generation Data Science Henry Han, Erich Baker, 2024 Zusammenfassung: This book constitutes the refereed proceedings of the Sescond Southwest Data Science Conference, SDSC 2023, held in Waco, TX, USa, during March 24-25, 2023. The 16 full and 1 short paper included in this book were carefully reviewed and selected from 72 submissions. They were oragnized in topical sections named: Business social and foundation data science; and applied data science, artifiicial intelligence and data engineering. |
| aws lambda cold start problem: Systems, Software and Services Process Improvement Murat Yilmaz, Jörg Niemann, Paul Clarke, Richard Messnarz, 2020-08-10 This volume constitutes the refereed proceedings of the 27th European Conference on Systems, Software and Services Process Improvement, EuroSPI conference, held in Düsseldorf, Germany, in September 2020*. The 50 full papers and 13 short papers presented were carefully reviewed and selected from 100 submissions. They are organized in topical sections on visionary papers, SPI manifesto and improvement strategies, SPI and emerging software and systems engineering paradigms, SPI and standards and safety and security norms, SPI and team performance & agile & innovation, SPI and agile, emerging software engineering paradigms, digitalisation of industry, infrastructure and e-mobility, good and bad practices in improvement, functional safety and cybersecurity, experiences with agile and lean, standards and assessment models, recent innovations, virtual reality. *The conference was partially held virtually due to the COVID-19 pandemic. |
| aws lambda cold start problem: Supply Chain 4.0 Emel Aktas, Michael Bourlakis, Ioannis Minis, Vasileios Zeimpekis, 2021-02-03 Supply Chain 4.0 has introduced automation into logistics and supply chain processes, exploiting predictive analytics to better match supply with demand, optimizing operations and using the latest technologies for the last mile delivery such as drones and autonomous robots. Supply Chain 4.0 presents new methods, techniques, and information systems that support the coordination and optimization of logistics processes, reduction of operational costs as well as the emergence of entirely new services and business processes. This edited collection includes contributions from leading international researchers from academia and industry. It considers the latest technologies and operational research methods available to support smart, integrated, and sustainable logistics practices focusing on automation, big data, Internet of Things, and decision support systems for transportation and logistics. It also highlights market requirements and includes case studies of cutting-edge applications from innovators in the logistics industry. |
| aws lambda cold start problem: 마이크로소프트웨어 398호 마소팀, 2019-10-31 만병통치약, 불로장생, 무병장수… 모든 것을 하나로 해결할 수 있는 특효약이 정말 있을까? 영원하거나 절대적인 답은 없다. 묵묵히 방법을 찾아 여러 갈래 길을 걷다 보면, 가려는 방향에 맞는 길을 찾을 수 있다. 하지만, 목적지가 바뀐다면? 어쩌면, 클라우드가 가진 유연성과 확장성은, 당장 눈앞만 바라보는 우리가 달려온 길과 달려야 할 길을 되짚게 하고 있는지도 모른다. 적절한 방법에 맞춰서 예상한 결과를 기다릴 때, 클라우드는 우리의 무기가 될 것이다. - 조병승 마이크로소프트웨어 편집장 클라우드로 옮길지 말지는 더는 선택할 문제가 아니다. 이제, 클라우드가 주는 혜택을 얼마나 똑똑하게 누릴지가 관건이다. 마소 398호에는 클라우드 좀 써봤다는 사람들의 이야기가 있다. 이들의 경험을 통해 아직도 클라우드에 올라타지 못한 사람들이 어서 빨리 구름 위를 걷는 기분을 느낄 수 있길 바란다. - 김예림 마이크로소프트웨어 기자 SCHEMA S1. 몬티가 들려주는 오픈소스 이야기 – 이예찬 S2. AWS로 시작하는 클라우드 컴퓨팅 – 김예림 OPINIONS O1. 멀티 클라우드, ‘어떻게’보다 ‘왜’를 먼저 묻자 – 김세준 O2. 클라우드냐 온프레미스냐 – 송지하, 김영후, 이우열, 황후순 O3. 사설 클라우드로 임베디드 소프트웨어 빌드 환경 15년 유지하기 – 한동준 O4. 클라우드, 꼭 옮겨가야 해? – 반병현 O5. GCP, 얼마만큼 써봤나 – 정민석 FaaS F1. 서버리스의 어제, 오늘, 내일 – 이효성 F2. AWS의 서버리스, 람다 – 김예림 F3. 서버리스를 활용한 분산 처리 – 김민준 F4. 서버리스 데이터 플로우, Superb AI – 김재현 TECHNOLOGY T1. 컨테이너를 모아 클라우드 네이티브로 – 최승진, 이승학 T2. 방송 시스템을 위한 PaaS 활용 – 이현진 T3. IBM은 클라우드 네이티브로 AI를 준비한다 – 이예찬, 김예림 WORKS W1. 나만의 AWS IaC 만들기, 요한나 프로젝트 – 윤제상 W2. 애플리케이션 현대화를 위해 IBM이 헤어볼을 푸는 방법 – 이예찬, 김예림 W3. 이더리움 온체인 데이터 분석을 위한 하이브리드 클라우드 – 이현우 W4. 레드햇의 오픈 하이브리드 클라우드 – 박준완 ALERT A1. 개인정보가 클라우드에 올라타려면 – 김예림, 이예찬 A2. 데브옵스 엔지니어가 바라본 데브섹옵스 – 송주영 A3. 클라우드의 특징을 따르는 보안 설정과 서비스 운영보안 – 최준승 A4. 오라클의 2세대 클라우드 보안 전략, 코어에서 엣지까지 – 노형준 RELATION R1. AWS의 컨테이너 오케스트레이션 – 김예림 R2. 쿠버네티스와 GitOps 도입으로 배포 프로세스 개선하기 – 김충섭 R3. MS 애저가 쿠버네티스를 다루는 방법, AKS – 김도균 R4. 우아하고 효율적인 머신러닝 연구를 위한 쿠베플로우 – 홍석환, 이명환 R5. WSL v2로 시작하는 컨테이너와 쿠버네티스 개발 – 남정현 R6. G 스위트 API를 활용한 워크플로우 개선 – 조재영 EVOLVER E1. 마리아DB, 관계형 데이터베이스의 선두주자를 꿈꾸다 – 이예찬 E2. 데이터 활용의 모든 것, 오라클 클라우드 데이터 플랫폼 서비스 – 홍기현 E3. 아틀라스로 가속하는 몽고DB의 클라우드 – 김인범 E4. 클라우드 속 데이터베이스를 쉽게 관리하는 방법, 테드폴허브 – 김예림, 이예찬 찻잔 속 태풍이 될 수도 있었던 클라우드 열풍은 이제 일시적인 트렌드를 넘어 하나의 축이 됐다. - 김인범 IT 엔지니어에게 클라우드는 더 이상 피할 수 없는 굴곡이 됐다. 누군가에겐 기회가 될 것이며, 누군가에겐 위기가 될 것이다. - 이현진 결국 우리는 인프라 관리를 클라우드 서비스 업체에 맡기고, 서비스 개발에 집중했다. 우리의 결정은 선택이 아니라 필수였다. - 송지하, 김영후, 이우열, 황후순 이미 클라우드가 대세가 됐다. 나만 혼자 그 물결에 대항한다고 흐름이 바뀌지는 않는다. 오히려, 그 흐름에 몸을 맡기고 즐기는 편이 훨씬 나을 것이다. - 노형준 데이터 플로우 인프라에서 서버리스 아키텍처가 가진 잠재력은 이제 시작이다. - 김재현 많은 사람이 클라우드 하나가 아닌, 여러 클라우드 서비스를 경험해보고 토론하는 그날이 오길 바란다. - 김세준 ‘과도기’에는 빨리 알아챈 사람이 경쟁력을 갖는다. 경쟁력이 있어야 더 적은 일을 하면서, 더 많은 만두를 사 먹을 수 있다. - 최준승 15년 후에도 빌드 환경이 아닌 소스코드에만 집중할 수 있기를 바란다. - 한동준 개발 환경을 통합하면, 개발자에게 향상된 업무 효율성과 새로운 인사이트를 제공할 것이라고 믿어 의심치 않는다. - 최승진, 이승학 격변하는 서비스 소프트웨어 세상이다. 많은 사람이 잘 적응해서 좋은 대우를 받고 좋은 환경에서 일 하기를 바란다. - 송주영 클라우드를 쓰던지, 몇 년 묵은 데스크톱을 혹사하던지, 도구는 상관없다. 내가 할 일은 좋은 기술을 개발하는 일이다. - 반병현 대형 마트에서 쇼핑하듯, 자신의 프로젝트에서 필요로 하는 서버리스 서비스를 불편함 없이 제공 받는 세상이 됐다. - 이효성 쿠베플로우 등을 도입해 더 우아하고 효율적으로 프로젝트를 수행하는 학교 및 연구소가 좀 더 많아졌으면 한다. - 홍석환, 이명환 디지털 트랜스포메이션 시대에 중요한 것은 시스템이 아니다. 업무를 효율적으로 할 수 있는 디지털 환경이다. - 조재영 트렌드에 맞는 기술 개발 및 서비스를 위해서는 디지털 트랜스포메이션을 선행해야 하며, 이를 위해 하이브리드 클라우드 도입을 고민할 때다. - 박준완 |
| aws lambda cold start problem: Intelligent Workloads at the Edge Indraneel Mitra, Ryan Burke, 2022-01-14 Explore IoT, data analytics, and machine learning to solve cyber-physical problems using the latest capabilities of managed services such as AWS IoT Greengrass and Amazon SageMaker Key FeaturesAccelerate your next edge-focused product development with the power of AWS IoT GreengrassDevelop proficiency in architecting resilient solutions for the edge with proven best practicesHarness the power of analytics and machine learning for solving cyber-physical problemsBook Description The Internet of Things (IoT) has transformed how people think about and interact with the world. The ubiquitous deployment of sensors around us makes it possible to study the world at any level of accuracy and enable data-driven decision-making anywhere. Data analytics and machine learning (ML) powered by elastic cloud computing have accelerated our ability to understand and analyze the huge amount of data generated by IoT. Now, edge computing has brought information technologies closer to the data source to lower latency and reduce costs. This book will teach you how to combine the technologies of edge computing, data analytics, and ML to deliver next-generation cyber-physical outcomes. You'll begin by discovering how to create software applications that run on edge devices with AWS IoT Greengrass. As you advance, you'll learn how to process and stream IoT data from the edge to the cloud and use it to train ML models using Amazon SageMaker. The book also shows you how to train these models and run them at the edge for optimized performance, cost savings, and data compliance. By the end of this IoT book, you'll be able to scope your own IoT workloads, bring the power of ML to the edge, and operate those workloads in a production setting. What you will learnBuild an end-to-end IoT solution from the edge to the cloudDesign and deploy multi-faceted intelligent solutions on the edgeProcess data at the edge through analytics and MLPackage and optimize models for the edge using Amazon SageMakerImplement MLOps and DevOps for operating an edge-based solutionOnboard and manage fleets of edge devices at scaleReview edge-based workloads against industry best practicesWho this book is for This book is for IoT architects and software engineers responsible for delivering analytical and machine learning–backed software solutions to the edge. AWS customers who want to learn and build IoT solutions will find this book useful. Intermediate-level experience with running Python software on Linux is required to make the most of this book. |
| aws lambda cold start problem: Software Architecture Patterns for Serverless Systems John Gilbert, Ed Price, 2021-07-30 A professional's guide to solving complex problems while designing modern software Key FeaturesLearn best practices for designing enterprise-grade software systems from a seasoned CTODeeper your understanding of system reliability, maintainability, and scalabilityElevate your skills to a professional level by learning the most effective software design patterns and architectural conceptsBook Description As businesses are undergoing a digital transformation to keep up with competition, it is now more important than ever for IT professionals to design systems to keep up with the rate of change while maintaining stability. This book takes you through the architectural patterns that power enterprise-grade software systems and the key architectural elements that enable change (such as events, autonomous services, and micro frontends), along with showing you how to implement and operate anti-fragile systems. First, you'll divide up a system and define boundaries so that your teams can work autonomously and accelerate innovation. You'll cover low-level event and data patterns that support the entire architecture, while getting up and running with the different autonomous service design patterns. Next, the book will focus on best practices for security, reliability, testability, observability, and performance. You'll combine all that you've learned and build upon that foundation, exploring the methodologies of continuous experimentation, deployment, and delivery before delving into some final thoughts on how to start making progress. By the end of this book, you'll be able to architect your own event-driven, serverless systems that are ready to adapt and change so that you can deliver value at the pace needed by your business. What you will learnExplore architectural patterns to create anti-fragile systems that thrive with changeFocus on DevOps practices that empower self-sufficient, full-stack teamsBuild enterprise-scale serverless systemsApply microservices principles to the frontendDiscover how SOLID principles apply to software and database architectureCreate event stream processors that power the event sourcing and CQRS patternDeploy a multi-regional system, including regional health checks, latency-based routing, and replicationExplore the Strangler pattern for migrating legacy systemsWho this book is for This book is for software architects who want to learn more about different software design patterns and best practices. This isn't a beginner's manual – you'll need an intermediate level of programming proficiency and software design to get started. You'll get the most out of this software design book if you already know the basics of the cloud, but it isn't a prerequisite. |
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Amazon Q is the generative AI-powered assistant from AWS that helps you streamline processes, enhance decision making, and boost productivity. Amazon Q has many new capabilities: Build …
What is AWS? - Cloud Computing with AWS - Amazon Web …
For over 17 years, AWS has been delivering cloud services to millions of customers around the world running a wide variety of use cases. AWS has the most operational experience, at …
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Learn the fundamentals and start building on AWS now · Get to Know the AWS Cloud · Launch Your First Application · Visit the technical resource centers.
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Sign in to the AWS Management Console - AWS Sign-In
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Getting Started with AWS Cloud Essentials
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