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Experiments In Automated Load Balancing
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Book Synopsis Experiments in Automated Load Balancing by : Linda F. Wilson
Download or read book Experiments in Automated Load Balancing written by Linda F. Wilson and published by . This book was released on 1995 with total page 20 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "One of the promises of parallelized discrete-event simulation is that it might provide significant speedups over sequential simulation. In reality, high performance cannot be achieved unless the system is fine-tuned to balance computation, communication, and synchronization requirements. As a result, parallel discrete-event simulation needs tools to automate the tuning process with little or no modification to the user's simulation code. In this paper, we discuss our experiments in automated load balancing using the SPEEDES simulation framework. Specifically, we examine three mapping algorithms that use run- time measurements. Using simulation models of queuing networks and the National Airspace System, we investigate (i) the use of run-time data to guide mapping, (ii) the utility of considering communication costs in a mapping algorithm, (iii) the degree to which computational 'hot-spots' ought to be broken up in the linearization, and (iv) the relative execution costs of the different algorithms."
Book Synopsis Automated Experiments for Deriving Performance-relevant Properties of Software Execution Environments by : Hauck, Michael
Download or read book Automated Experiments for Deriving Performance-relevant Properties of Software Execution Environments written by Hauck, Michael and published by KIT Scientific Publishing. This book was released on 2014-02-11 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: The software execution environment can play a crucial role when analyzing the performance of a software system. In this book, a novel approach for the automated detection of performance-relevant properties of the execution environment is presented. The properties are detected using predefined experiments and integrated into performance prediction tools. The approach is applied to experiments for detecting different CPU, OS, and virtualization properties, and validated in different case studies.
Book Synopsis Load Balancing: An Automated Learning Approach by : Pankaj Mehra
Download or read book Load Balancing: An Automated Learning Approach written by Pankaj Mehra and published by World Scientific Publishing Company. This book was released on 1995-04-26 with total page 155 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a system that learns new load indices and tunes the parameters of given migration policies. The key component is a dynamic workload generator that allows off-line measurement of task-completion times under a wide variety of precisely controlled loading conditions. The workload data collected are used for training comparator neural networks, a novel architecture for learning to compare functions of time series and for generating a load index to be used by the load balancing strategy. Finally, the load-index traces generated by the comparator networks are used in a population-based learning system for tuning the parameters of a given load-balancing policy. Together, the system constitutes an automated strategy-learning system for performance-driven improvement of existing load-balancing software.
Book Synopsis Building and Automating Penetration Testing Labs in the Cloud by : Joshua Arvin Lat
Download or read book Building and Automating Penetration Testing Labs in the Cloud written by Joshua Arvin Lat and published by Packt Publishing Ltd. This book was released on 2023-10-13 with total page 562 pages. Available in PDF, EPUB and Kindle. Book excerpt: Take your penetration testing career to the next level by discovering how to set up and exploit cost-effective hacking lab environments on AWS, Azure, and GCP Key Features Explore strategies for managing the complexity, cost, and security of running labs in the cloud Unlock the power of infrastructure as code and generative AI when building complex lab environments Learn how to build pentesting labs that mimic modern environments on AWS, Azure, and GCP Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe significant increase in the number of cloud-related threats and issues has led to a surge in the demand for cloud security professionals. This book will help you set up vulnerable-by-design environments in the cloud to minimize the risks involved while learning all about cloud penetration testing and ethical hacking. This step-by-step guide begins by helping you design and build penetration testing labs that mimic modern cloud environments running on AWS, Azure, and Google Cloud Platform (GCP). Next, you’ll find out how to use infrastructure as code (IaC) solutions to manage a variety of lab environments in the cloud. As you advance, you’ll discover how generative AI tools, such as ChatGPT, can be leveraged to accelerate the preparation of IaC templates and configurations. You’ll also learn how to validate vulnerabilities by exploiting misconfigurations and vulnerabilities using various penetration testing tools and techniques. Finally, you’ll explore several practical strategies for managing the complexity, cost, and risks involved when dealing with penetration testing lab environments in the cloud. By the end of this penetration testing book, you’ll be able to design and build cost-effective vulnerable cloud lab environments where you can experiment and practice different types of attacks and penetration testing techniques.What you will learn Build vulnerable-by-design labs that mimic modern cloud environments Find out how to manage the risks associated with cloud lab environments Use infrastructure as code to automate lab infrastructure deployments Validate vulnerabilities present in penetration testing labs Find out how to manage the costs of running labs on AWS, Azure, and GCP Set up IAM privilege escalation labs for advanced penetration testing Use generative AI tools to generate infrastructure as code templates Import the Kali Linux Generic Cloud Image to the cloud with ease Who this book is forThis book is for security engineers, cloud engineers, and aspiring security professionals who want to learn more about penetration testing and cloud security. Other tech professionals working on advancing their career in cloud security who want to learn how to manage the complexity, costs, and risks associated with building and managing hacking lab environments in the cloud will find this book useful.
Book Synopsis Combinatorics, Algorithms, Probabilistic and Experimental Methodologies by : Bo Chen
Download or read book Combinatorics, Algorithms, Probabilistic and Experimental Methodologies written by Bo Chen and published by Springer Science & Business Media. This book was released on 2007-09-28 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: The First International Symposium on Combinatorics, Algorithms, Probabilistic and Experimental Methodologies was held in Hangzhou, China, in April 2007. The symposium provided an interdisciplinary forum for researchers to share their discoveries and approaches; search for ideas, methodologies, and tool boxes; find better, faster, and more accurate solutions; and develop a research agenda of common interest. This volume constitutes the refereed post-proceedings of the symposium. Inside you'll find 46 full papers. They represent some of the most important thinking and advancements in the field. The papers address large data processing problems using different methodologies from major disciplines such as computer science, combinatorics, and statistics.
Book Synopsis Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network by : Kumar, D. Satish
Download or read book Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network written by Kumar, D. Satish and published by IGI Global. This book was released on 2022-03-04 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: To overcome the constraints of 5G for supporting new challenges, 6G wireless systems must be developed with new and attractive features. These systems are expected to increase performance and maximize quality of service several folds more than 5G along with other exciting features. However, 6G is still in its infancy and must be explored. The Handbook of Research on Design, Deployment, Automation, and Testing Strategies for 6G Mobile Core Network discusses the technological feats used in the new 6G wireless systems. It discusses the design, automation, and uses for industry as well as testing strategies. Covering topics such as 6G architecture, smart healthcare, and wireless communication, this major reference work is an excellent resource for computer scientists, engineers, students and professors in higher education, researchers, and academicians.
Book Synopsis Production-Ready Microservices by : Susan J. Fowler
Download or read book Production-Ready Microservices written by Susan J. Fowler and published by "O'Reilly Media, Inc.". This book was released on 2016-11-30 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: One of the biggest challenges for organizations that have adopted microservice architecture is the lack of architectural, operational, and organizational standardization. After splitting a monolithic application or building a microservice ecosystem from scratch, many engineers are left wondering what’s next. In this practical book, author Susan Fowler presents a set of microservice standards in depth, drawing from her experience standardizing over a thousand microservices at Uber. You’ll learn how to design microservices that are stable, reliable, scalable, fault tolerant, performant, monitored, documented, and prepared for any catastrophe. Explore production-readiness standards, including: Stability and Reliability: develop, deploy, introduce, and deprecate microservices; protect against dependency failures Scalability and Performance: learn essential components for achieving greater microservice efficiency Fault Tolerance and Catastrophe Preparedness: ensure availability by actively pushing microservices to fail in real time Monitoring: learn how to monitor, log, and display key metrics; establish alerting and on-call procedures Documentation and Understanding: mitigate tradeoffs that come with microservice adoption, including organizational sprawl and technical debt
Book Synopsis Microservices Testing by : Aditya Pratap Bhuyan
Download or read book Microservices Testing written by Aditya Pratap Bhuyan and published by Aditya Pratap Bhuyan. This book was released on 2024-07-30 with total page 379 pages. Available in PDF, EPUB and Kindle. Book excerpt: In the rapidly evolving world of software development, microservices architecture has emerged as a transformative approach, offering unparalleled scalability, flexibility, and resilience. However, with these advantages come significant challenges, particularly in ensuring that complex, distributed systems function seamlessly and reliably. "Microservices Testing: Ensuring Robust and Fault-Tolerant Architectures" is your comprehensive guide to mastering the art and science of testing in a microservices environment. This book dives deep into the intricacies of microservices testing, providing a detailed roadmap for developers, testers, and architects aiming to build robust, fault-tolerant systems. It starts with the fundamentals, explaining what microservices are and why they matter. The book then progresses to advanced testing strategies, covering every aspect of the testing lifecycle from unit testing to end-to-end testing, performance testing, and security testing. Readers will gain insights into the unique challenges of testing microservices, such as handling service dependencies, ensuring reliable communication between services, and maintaining system integrity under load. The book emphasizes the importance of automation, continuous integration, and continuous delivery, showing how these practices can be effectively integrated into your testing strategy to enhance efficiency and reliability. Each chapter is filled with practical examples, real-world case studies, and actionable advice. Learn how industry leaders like Netflix and Amazon have successfully implemented microservices testing to maintain their competitive edge. Explore tools and frameworks such as JUnit, Mockito, and service meshes that can help you streamline your testing processes. In addition to technical guidance, "Microservices Testing: Ensuring Robust and Fault-Tolerant Architectures" also addresses the human and organizational aspects of testing. Discover how to foster a culture of collaboration and shared responsibility between development, testing, and operations teams. Understand the importance of monitoring and observability in maintaining a healthy microservices ecosystem. Whether you are transitioning from a monolithic architecture or refining your existing microservices framework, this book provides the knowledge and tools you need to succeed. By the end of this comprehensive guide, you will be equipped to design and implement effective testing strategies that ensure your microservices are robust, fault-tolerant, and ready to meet the demands of today’s dynamic digital landscape. Embark on your journey to mastering microservices testing with "Microservices Testing: Ensuring Robust and Fault-Tolerant Architectures" and build systems that stand the test of time.
Book Synopsis Advances in Energy Science and Equipment Engineering II Volume 2 by : Shiquan Zhou
Download or read book Advances in Energy Science and Equipment Engineering II Volume 2 written by Shiquan Zhou and published by CRC Press. This book was released on 2017-09-19 with total page 1379 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 2016 2nd International Conference on Energy Equipment Science and Engineering (ICEESE 2016) was held on November 12-14, 2016 in Guangzhou, China. ICEESE 2016 brought together innovative academics and industrial experts in the field of energy equipment science and engineering to a common forum. The primary goal of the conference is to promote research and developmental activities in energy equipment science and engineering and another goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working all around the world. The conference will be held every year to make it an ideal platform for people to share views and experiences in energy equipment science and engineering and related areas. This second volume of the two-volume set of proceedings covers the field of Structural and Materials Sciences, and Computer Simulation & Computer and Electrical Engineering.
Book Synopsis Chaos Engineering by : Casey Rosenthal
Download or read book Chaos Engineering written by Casey Rosenthal and published by O'Reilly Media. This book was released on 2020-04-06 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: As more companies move toward microservices and other distributed technologies, the complexity of these systems increases. You can't remove the complexity, but through Chaos Engineering you can discover vulnerabilities and prevent outages before they impact your customers. This practical guide shows engineers how to navigate complex systems while optimizing to meet business goals. Two of the field's prominent figures, Casey Rosenthal and Nora Jones, pioneered the discipline while working together at Netflix. In this book, they expound on the what, how, and why of Chaos Engineering while facilitating a conversation from practitioners across industries. Many chapters are written by contributing authors to widen the perspective across verticals within (and beyond) the software industry. Learn how Chaos Engineering enables your organization to navigate complexity Explore a methodology to avoid failures within your application, network, and infrastructure Move from theory to practice through real-world stories from industry experts at Google, Microsoft, Slack, and LinkedIn, among others Establish a framework for thinking about complexity within software systems Design a Chaos Engineering program around game days and move toward highly targeted, automated experiments Learn how to design continuous collaborative chaos experiments
Book Synopsis ASP Configuration Handbook by : Syngress
Download or read book ASP Configuration Handbook written by Syngress and published by Elsevier. This book was released on 2001-06-08 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: Understanding ASPs: The new Internet business.Application Service Providers (ASPs) appeal to small businesses by offering a wide variety of web-hosted software programs including e-commerce, communications, project management, financial, word processing and human resourse applications. ASPs offer inexpensive use of software and the ability to share access among people in different locations. There is a huge buzz in the computing industry about ASPs and many ISPs (Internet Service Providers) are gearing up to become ASPs. These companies are in need of a guide - this is the first book to focus on how a company can become an ASP.ASP Configuration Handbook: A Guide for ISPs covers all the business issues surrounding the transformation of an Internet Service Provider to an Application Service Provider, as well as the technical issues associated with offering applications to customers.
Book Synopsis Hands-on Site Reliability Engineering by : Shamayel M. Farooqui
Download or read book Hands-on Site Reliability Engineering written by Shamayel M. Farooqui and published by BPB Publications. This book was released on 2021-07-06 with total page 220 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive guide with basic to advanced SRE practices and hands-on examples. KEY FEATURES ● Demonstrates how to execute site reliability engineering along with fundamental concepts. ● Illustrates real-world examples and successful techniques to put SRE into production. ● Introduces you to DevOps, advanced techniques of SRE, and popular tools in use. DESCRIPTION Hands-on Site Reliability Engineering (SRE) brings you a tailor-made guide to learn and practice the essential activities for the smooth functioning of enterprise systems, right from designing to the deployment of enterprise software programs and extending to scalable use with complete efficiency and reliability. The book explores the fundamentals around SRE and related terms, concepts, and techniques that are used by SRE teams and experts. It discusses the essential elements of an IT system, including microservices, application architectures, types of software deployment, and concepts like load balancing. It explains the best techniques in delivering timely software releases using containerization and CI/CD pipeline. This book covers how to track and monitor application performance using Grafana, Prometheus, and Kibana along with how to extend monitoring more effectively by building full-stack observability into the system. The book also talks about chaos engineering, types of system failures, design for high-availability, DevSecOps and AIOps. WHAT YOU WILL LEARN ● Learn the best techniques and practices for building and running reliable software. ● Explore observability and popular methods for effective monitoring of applications. ● Workaround SLIs, SLOs, Error Budgets, and Error Budget Policies to manage failures. ● Learn to practice continuous software delivery using blue/green and canary deployments. ● Explore chaos engineering, SRE best practices, DevSecOps and AIOps. WHO THIS BOOK IS FOR This book caters to experienced IT professionals, application developers, software engineers, and all those who are looking to develop SRE capabilities at the individual or team level. TABLE OF CONTENTS 1. Understand the World of IT 2. Introduction to DevOps 3. Introduction to SRE 4. Identify and Eliminate Toil 5. Release Engineering 6. Incident Management 7. IT Monitoring 8. Observability 9. Key SRE KPIs: SLAs, SLOs, SLIs, and Error Budgets 10. Chaos Engineering 11. DevSecOps and AIOps 12. Culture of Site Reliability Engineering
Book Synopsis Parallel Computing Technologies by : Victor Malyshkin
Download or read book Parallel Computing Technologies written by Victor Malyshkin and published by Springer. This book was released on 2007-08-29 with total page 648 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 9th International Conference on Parallel Computing Technologies, PaCT 2007, held in conjunction with the Russian-Taiwan symposium on Methods and Tools of Parallel Programming of Multicomputers. It covers models and languages, applications, techniques for parallel programming supporting, cellular automata, as well as methods and tools of parallel programming of multicomputers.
Book Synopsis Mastering Cloud Security Posture Management (CSPM) by : Qamar Nomani
Download or read book Mastering Cloud Security Posture Management (CSPM) written by Qamar Nomani and published by Packt Publishing Ltd. This book was released on 2024-01-31 with total page 472 pages. Available in PDF, EPUB and Kindle. Book excerpt: Strengthen your security posture in all aspects of CSPM technology, from security infrastructure design to implementation strategies, automation, and remedial actions using operational best practices across your cloud environment Key Features Choose the right CSPM tool to rectify cloud security misconfigurations based on organizational requirements Optimize your security posture with expert techniques for in-depth cloud security insights Improve your security compliance score by adopting a secure-by-design approach and implementing security automation Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThis book will help you secure your cloud infrastructure confidently with cloud security posture management (CSPM) through expert guidance that’ll enable you to implement CSPM effectively, ensuring an optimal security posture across multi-cloud infrastructures. The book begins by unraveling the fundamentals of cloud security, debunking myths about the shared responsibility model, and introducing key concepts such as defense-in-depth, the Zero Trust model, and compliance. Next, you’ll explore CSPM's core components, tools, selection criteria, deployment strategies, and environment settings, which will be followed by chapters on onboarding cloud accounts, dashboard customization, cloud assets inventory, configuration risks, and cyber threat hunting. As you progress, you’ll get to grips with operational practices, vulnerability and patch management, compliance benchmarks, and security alerts. You’ll also gain insights into cloud workload protection platforms (CWPPs). The concluding chapters focus on Infrastructure as Code (IaC) scanning, DevSecOps, and workflow automation, providing a thorough understanding of securing multi-cloud environments. By the end of this book, you’ll have honed the skills to make informed decisions and contribute effectively at every level, from strategic planning to day-to-day operations.What you will learn Find out how to deploy and onboard cloud accounts using CSPM tools Understand security posture aspects such as the dashboard, asset inventory, and risks Explore the Kusto Query Language (KQL) and write threat hunting queries Explore security recommendations and operational best practices Get to grips with vulnerability, patch, and compliance management, and governance Familiarize yourself with security alerts, monitoring, and workload protection best practices Manage IaC scan policies and learn how to handle exceptions Who this book is for If you’re a cloud security administrator, security engineer, or DevSecOps engineer, you’ll find this book useful every step of the way—from proof of concept to the secured, automated implementation of CSPM with proper auto-remediation configuration. This book will also help cybersecurity managers, security leads, and cloud security architects looking to explore the decision matrix and key requirements for choosing the right product. Cloud security enthusiasts who want to enhance their knowledge to bolster the security posture of multi-cloud infrastructure will also benefit from this book.
Book Synopsis Data and Information in Online Environments by : Edgar Bisset Álvarez
Download or read book Data and Information in Online Environments written by Edgar Bisset Álvarez and published by Springer Nature. This book was released on 2021-06-14 with total page 479 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed post-conference proceedings of the Second International Conference on Data Information in Online Environments, DIONE 2021, which took place in March 2021. Due to COVID-19 pandemic the conference was held virtually. DIONE 2021 presents theoretical proposals and practical solutions in the treatment, processing and study of data and information produced in online environments, the latest trends in the analysis of network information, media metrics social, data processing technologies and open science. The 40 revised full papers were carefully reviewed and selected from 86 submissions. The papers are grouped in thematical sessions on evaluation of science in social networking environment; scholarly publishing and online communication; and education in online environments.
Book Synopsis Site Reliability Engineering by : Niall Richard Murphy
Download or read book Site Reliability Engineering written by Niall Richard Murphy and published by "O'Reilly Media, Inc.". This book was released on 2016-03-23 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: The overwhelming majority of a software system’s lifespan is spent in use, not in design or implementation. So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems? In this collection of essays and articles, key members of Google’s Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You’ll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient—lessons directly applicable to your organization. This book is divided into four sections: Introduction—Learn what site reliability engineering is and why it differs from conventional IT industry practices Principles—Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE) Practices—Understand the theory and practice of an SRE’s day-to-day work: building and operating large distributed computing systems Management—Explore Google's best practices for training, communication, and meetings that your organization can use
Book Synopsis Mastering C++ Network Automation by : Justin Barbara
Download or read book Mastering C++ Network Automation written by Justin Barbara and published by GitforGits. This book was released on 2023-03-13 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: 50+ Sample Automation Programs across Configuration Management, Container Orchestration, Kubernetes, and Cloud Networking This book is an in-depth guide for network administrators, cloud architects, and container and Kubernetes administrators who want to learn how to automate networking tasks in C++. From setting up a network automation environment to automating configuration management and working with containers and container orchestration tools such as Kubernetes, the book covers a wide range of topics. The first section of the book covers the fundamentals of automation scripting and testing. Readers will learn how to create successful automation scripts and test them to ensure they perform properly. The next section describes how to set up a network automation environment. This includes configuring network devices, servers, and other components required for automation. The readers will learn about the various protocols as well as how to use Ansible to automate the configuration management of these devices. It covers containerization and container orchestration systems such as Docker and Kubernetes. Readers will learn how to use tools such as Docker Compose and Kubernetes to automate workload management and deployment. The final section of the book focuses on cloud networking. The readers will learn how to handle network resources in cloud systems such as AWS, Google Cloud, and Azure. Readers get to work with tools and services available for cloud networking automation, best practices and how to use them in their regular cloud networking operations. Key Learnings Setting up GNS3, Eclipse IDE, cpp-netlib, Boost, OpenSSL, and zlib libraries Configure the ports, hosts, and servers using C++ scripting Writing, testing, and validating network automation scripts in both, test and production environment Building docker images, running containers, and managing container deployments Using Ansible for server provisioning, automated system identification and managing auto-updates Automating container scheduling, service discovery, and load balancing Setting up Kubernetes cluster, Nginx ingress, implementing service mesh, and automating firewall configuration Working with AWS, Azure and Google Cloud Networking Services for Cloud Automation Table of Content C++ Basics for Networks C++ Advanced for Networks Preparing Network Automation Setup Script, Test, and Validate Network Automation Automating Configuration Management Working with Docker and Containers Container Orchestration and Workload Automation Kubernetes Automation Administering AWS Networking Administering Google Cloud Networking Administering Azure Networking Audience This is a fantastic desk reference for network administrators, cloud architects, DevOps engineers, and automation engineers wishing to automate networking tasks with C++. It is a must-have book for anyone who wants to keep ahead of the curve in the field of networking automation.
