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Solutions Architect's Handbook: Kick-start your career with architecture design principles, strategies, and generative AI techniques
by Saurabh Shrivastava Neelanjali SrivastavFrom fundamentals and design patterns to the latest techniques such as generative AI, machine learning and cloud native architecture, gain all you need to be a pro Solutions Architect crafting secure and reliable AWS architecture.Key FeaturesHits all the key areas -Rajesh Sheth, VP, Elastic Block Store, AWSOffers the knowledge you need to succeed in the evolving landscape of tech architecture - Luis Lopez Soria, Senior Specialist Solutions Architect, GoogleA valuable resource for enterprise strategists looking to build resilient applications - Cher Simon, Principal Solutions Architect, AWSBook DescriptionBuild a strong foundation in solution architecture and excel in your career with the Solutions Architect’s Handbook. Authored by seasoned AWS technology leaders Saurabh Shrivastav and Neelanjali Srivastav, this book goes beyond traditional certification guides, offering in-depth insights and advanced techniques to meet the specific needs and challenges of solutions architects today. This edition introduces exciting new features that keep you at the forefront of this evolving field. From large language models and generative AI to deep learning innovations, these cutting-edge advancements are shaping the future of technology. Key topics such as cloud-native architecture, data engineering architecture, cloud optimization, mainframe modernization, and building cost-efficient, secure architectures remain essential today. This book covers both emerging and foundational technologies, guiding you through solution architecture design with key principles and providing the knowledge you need to succeed as a Solutions Architect. It also sharpens your soft skills, providing career-accelerating techniques to stay ahead. By the end of this book, you will be able to harness cutting-edge technologies, apply practical insights from real-world scenarios, and enhance your solution architecture skills with the Solutions Architect's Handbook.What you will learnExplore various roles of a solutions architect in the enterpriseApply design principles for high-performance, cost-effective solutionsChoose the best strategies to secure your architectures and boost availabilityDevelop a DevOps and CloudOps mindset for collaboration, operational efficiency, and streamlined productionApply machine learning, data engineering, LLMs, and generative AI for improved security and performanceModernize legacy systems into cloud-native architectures with proven real-world strategiesMaster key solutions architect soft skillsWho this book is forThis book is for software developers, system engineers, DevOps engineers, architects, and team leaders who already work in the IT industry and aspire to become solutions architect professionals. Solutions architects who want to expand their skillset or get a better understanding of new technologies will also learn valuable new skills. To get started, you'll need a good understanding of the real-world software development process and some awareness of cloud technology.
Solutions Architect's Handbook: Kick-start your solutions architect career by learning architecture design principles and strategies
by Kamal Arora Saurabh Shrivastava Neelanjali SrivastavFrom fundamentals and design patterns to the different strategies for creating secure and reliable architectures in AWS cloud, learn everything you need to become a successful solutions architect Key Features Create solutions and transform business requirements into technical architecture with this practical guide Understand various challenges that you might come across while refactoring or modernizing legacy applications Delve into security automation, DevOps, and validation of solution architecture Book Description Becoming a solutions architect gives you the flexibility to work with cutting-edge technologies and define product strategies. This handbook takes you through the essential concepts, design principles and patterns, architectural considerations, and all the latest technology that you need to know to become a successful solutions architect. This book starts with a quick introduction to the fundamentals of solution architecture design principles and attributes that will assist you in understanding how solution architecture benefits software projects across enterprises. You'll learn what a cloud migration and application modernization framework looks like, and will use microservices, event-driven, cache-based, and serverless patterns to design robust architectures. You'll then explore the main pillars of architecture design, including performance, scalability, cost optimization, security, operational excellence, and DevOps. Additionally, you'll also learn advanced concepts relating to big data, machine learning, and the Internet of Things (IoT). Finally, you'll get to grips with the documentation of architecture design and the soft skills that are necessary to become a better solutions architect. By the end of this book, you'll have learned techniques to create an efficient architecture design that meets your business requirements. What you will learn Explore the various roles of a solutions architect and their involvement in the enterprise landscape Approach big data processing, machine learning, and IoT from an architect's perspective and understand how they fit into modern architecture Discover different solution architecture patterns such as event-driven and microservice patterns Find ways to keep yourself updated with new technologies and enhance your skills Modernize legacy applications with the help of cloud integration Get to grips with choosing an appropriate strategy to reduce cost Who this book is for This book is for software developers, system engineers, DevOps engineers, architects, and team leaders working in the information technology industry who aspire to become solutions architect professionals. A good understanding of the software development process and general programming experience with any language will be useful.
Solutions Architecture: A Modern Approach to Cloud and Digital Systems Delivery
by Wasim RajputExplore the complex world of digital solutions architecture and its pivotal role in the modern, technology-driven organization. The book provides a detailed roadmap, charting the intricate processes that solutions architects undertake to transform high-level business propositions into practical, actionable digital solutions. Offering a number of real-world examples, you'll work through examples of various digital projects encompassing cutting-edge technologies such as AI/ML, IoT, Cloud, and the integration with legacy systems. The book also explains how various elements coalesce to form a resilient solutions architecture, shedding light on the need for collaborative synergy between different organizational stakeholders, teams and disciplines. Solutions Architecture underscores the significance of aligning business and technology, demonstrating how this strategic collaboration maximizes the success of digital projects, setting you on the path to a more robust and successful digital future for your organization.What You Will LearnUnderstand the solutions architecture process, including key concepts and best practicesIdentify business needs and requirements and translate them into actionable steps that result in effective digital solutionsSelect appropriate technologies, build prototypes, and conduct testing and validationDesign, implement, and maintain solutions Who This Book Is ForDigital Transformation Program Management, Program Managers, Solutions Architects, IT/Digital Project Managers
Solutions and Technologies for Responsible Digitalization: Proceedings of the 18th International Conference on Wirtschaftsinformatik, Paderborn, Germany, 2023, Vol. 2 (Lecture Notes in Information Systems and Organisation #75)
by Daniel Beverungen Christiane Lehrer Matthias TrierThis book is the second volume of proceedings from the 18th International Conference on Wirtschaftsinformatik held in Paderborn, Germany, in 2023. In the context of the global trend toward digitalization, it presents the results of innovative, high-quality research in the field of information systems and digital transformation. The book covers a broad range of topics, including digital innovation, business analytics, artificial intelligence, and IT strategy, each of which has and will continue to have significant impacts on companies, individuals and societies alike.
Solutions on Embedded Systems
by Simone Orcioni Natividad Martínez Madrid Massimo Conti Ralf E.D. SeepoldEmbedded systems have an increasing importance in our everyday lives. The growing complexity of embedded systems and the emerging trend to interconnections between them lead to new challenges. Intelligent solutions are necessary to overcome these challenges and to provide reliable and secure systems to the customer under a strict time and financial budget. Solutions on Embedded Systems documents results of several innovative approaches that provide intelligent solutions in embedded systems. The objective is to present mature approaches, to provide detailed information on the implementation and to discuss the results obtained.
Solutions on Embedded Systems (Lecture Notes in Electrical Engineering #81)
by Simone Orcioni Natividad Martínez Madrid Massimo Conti Ralf E.D. SeepoldEmbedded systems have an increasing importance in our everyday lives. The growing complexity of embedded systems and the emerging trend to interconnections between them lead to new challenges. Intelligent solutions are necessary to overcome these challenges and to provide reliable and secure systems to the customer under a strict time and financial budget.Solutions on Embedded Systems documents results of several innovative approaches that provide intelligent solutions in embedded systems. The objective is to present mature approaches, to provide detailed information on the implementation and to discuss the results obtained.
Solvable Cellular Automata: Methods and Applications (Understanding Complex Systems)
by Henryk FukśThe main focus of the book is solvability of cellular automata, that is, expressing the state of a given cell after a given number of steps by an explicit formula. The author considers solutions of two types of initial value problems for cellular automata, the deterministic one and the probabilistic one. In the first chapter the basic concepts of cellular automata theory are introduced. Deterministic initial value problem is introduced next and solutions for selected simple rules are also presented. In the following chapters various techniques for solving the deterministic problem are introduced, using elementary CA rules of increasing complexity as examples. The second part of the book introduces the concept of probability measure in the context of cellular automata and the probabilistic initial value problem for both deterministic and probabilistic rules. The book is amply illustrated with examples and applications such as the density classification problem, phase transitions in traffic models or the diffusion of innovations model. In the appendix, solution formulae (both deterministic and probabilistic) for over 60 elementary cellular automata rules are listed. Ruelle-Frobenius-Perron equations for all 88 minimal elementary cellular automata are also provided.
Solving Business Problems Using a Calculator (Sixth Edition)
by Mildred K. PoliskySolving Business Problems Using a Calculator follows current trends in office technology, teaches the touch method, explains common calculator features, and emphasizes business problem solving. In the sixth edition, the text's popular features have been maintained along with its concise explanations and emphasis on the use of the calculator as a problem-solving tool.
Solving Differential Equations in R
by Francesca Mazzia Jeff Cash Karline SoetaertMathematics plays an important role in many scientific and engineering disciplines. This book deals with the numerical solution of differential equations, a very important branch of mathematics. Our aim is to give a practical and theoretical account of how to solve a large variety of differential equations, comprising ordinary differential equations, initial value problems and boundary value problems, differential algebraic equations, partial differential equations and delay differential equations. The solution of differential equations using R is the main focus of this book. It is therefore intended for the practitioner, the student and the scientist, who wants to know how to use R for solving differential equations. However, it has been our goal that non-mathematicians should at least understand the basics of the methods, while obtaining entrance into the relevant literature that provides more mathematical background. Therefore, each chapter that deals with R examples is preceded by a chapter where the theory behind the numerical methods being used is introduced. In the sections that deal with the use of R for solving differential equations, we have taken examples from a variety of disciplines, including biology, chemistry, physics, pharmacokinetics. Many examples are well-known test examples, used frequently in the field of numerical analysis.
Solving Enterprise Applications Performance Puzzles
by Leonid GrinshpanPoorly performing enterprise applications are the weakest links in a corporation's management chain, causing delays and disruptions of critical business functions. This groundbreaking book frames enterprise application performance engineering not as an art but as applied science built on model-based methodological foundation. The book introduces queuing models of enterprise application that visualize, demystify, explain, and solve system performance issues. Analysis of these models will help to discover and clarify unapparent connections and correlations among workloads, hardware architecture, and software parameters.
Solving Halal Industry Issues Through Research in Halal Sciences
by Azura Amid Amal A. M. Elgharbawy Walaa A. AbualsununThis book serves as a platform for the global community of halal researchers to share their insights on approaches to solve halal industry issues through science. The global halal industry is estimated to be worth around USD2.3 trillion (excluding Islamic finance). Growing at an estimated annual rate of 20%, the industry is valued at about USD560 billion a year, making it one of the fastest-growing consumer segments in the world. The global halal market of 1.8 billion Muslims is no longer confined to food and food-related products. This book brings together research carried out through halal sciences to solve issues in halal industries, covering topics such as general issues in halal industries, the level of verification and authentication, finding alternative materials or ingredients that are halal in pharmaceutical and food industries, as well as legal issues that could arise. This book is useful to graduate students in universities, researchers, academics, and industry practitioners working in halal industries.
Solving Identity Management in Modern Applications: Demystifying OAuth 2, OpenID Connect, and SAML 2
by Yvonne Wilson Abhishek HingnikarKnow how to design and use identity management to protect your application and the data it manages.At a time when security breaches result in increasingly onerous penalties, it is paramount that application developers and owners understand identity management and the value it provides when building applications. This book takes you from account provisioning to authentication to authorization, and covers troubleshooting and common problems to avoid. The authors include predictions about why this will be even more important in the future. Application best practices with coding samples are provided.Solving Identity and Access Management in Modern Applications gives you what you need to design identity and access management for your applications and to describe it to stakeholders with confidence. You will be able to explain account creation, session and access management, account termination, and more.This expanded edition has been revised to provide an overview of the new version of OAuth (2.1)―the primary changes in this version, including features that were removed from 2.1 that were in 2.0 and why they were removed. The discussion of the book's accompanying sample application has been revised to cover in more depth the approach for developing the application (also revised). A new section has been added on the OAuth 2.0 Device Authorization Grant (RFC 8628) specification, which is useful for devices with limited UI capability. Minor additions include the topics of identity proofing, the need to capture and organize consent information, the impact of tracking prevention technology on certain identity protocols, and the availability of additional options for authorization requests such as OAuth 2.0 Rich Authorization Requests and JWT-Secured Authorization Requests (RFC 9101).What You’ll Learn• Understand key identity management concepts• Incorporate essential design principles• Design authentication and access control for a modern application• Know the identity management frameworks and protocols used today (OIDC/OAuth 2.0/2.1, SAML 2.0)• Review historical failures and know how to avoid themWho This Book Is ForDevelopers, enterprise or application architects, business application or product owners, and anyone involved in an application's identity management solution
Solving Identity Management in Modern Applications: Demystifying OAuth 2.0, OpenID Connect, and SAML 2.0
by Yvonne Wilson Abhishek HingnikarKnow how to design and use identity management to protect your application and the data it manages.At a time when security breaches result in increasingly onerous penalties, it is paramount that application developers and owners understand identity management and the value it provides when building applications. This book takes you from account provisioning to authentication to authorization, and covers troubleshooting and common problems to avoid. The authors include predictions about why this will be even more important in the future. Application best practices with coding samples are provided.Solving Identity and Access Management in Modern Applications gives you what you need to design identity and access management for your applications and to describe it to stakeholders with confidence. You will be able to explain account creation, session and access management, account termination, and more. What You’ll Learn Understand key identity management conceptsIncorporate essential design principlesDesign authentication and access control for a modern applicationKnow the identity management frameworks and protocols used today (OIDC/ OAuth 2.0, SAML 2.0)Review historical failures and know how to avoid them Who This Book Is For Developers, enterprise or application architects, business application or product owners, and anyone involved in an application's identity management solution
Solving Optimization Problems with the Heuristic Kalman Algorithm: New Stochastic Methods (Springer Optimization and Its Applications #212)
by Rosario ToscanoThis text focuses on simple and easy-to-use design strategies for solving complex engineering problems that arise in several fields of engineering design, namely non-convex optimization problems. The main optimization tool used in this book to tackle the problem of nonconvexity is the Heuristic Kalman Algorithm (HKA). The main characteristic of HKA is the use of a stochastic search mechanism to solve a given optimization problem. From a computational point of view, the use of a stochastic search procedure appears essential for dealing with non-convex problems.The topics discussed in this monograph include basic definitions and concepts from the classical optimization theory, the notion of the acceptable solution, machine learning, the concept of preventive maintenance, and more. The Heuristic Kalman Algorithm discussed in this book applies to many fields such as robust structured control, electrical engineering, mechanical engineering, machine learning, reliability, and preference models. This large coverage of practical optimization problems makes this text very useful to those working on and researching systems design. The intended audience includes industrial engineers, postgraduates, and final-year undergraduates in various fields of systems design.
Solving Ordinary and Partial Boundary Value Problems in Science and Engineering (Applied and Computational Mechanics)
by Karel RektorysThis book provides an elementary, accessible introduction for engineers and scientists to the concepts of ordinary and partial boundary value problems, acquainting readers with fundamental properties and with efficient methods of constructing solutions or satisfactory approximations.Discussions include: ordinary differential equations classical theory of partial differential equations Laplace and Poisson equations heat equation variational methods of solution of corresponding boundary value problems methods of solution for evolution partial differential equations The author presents special remarks for the mathematical reader, demonstrating the possibility of generalizations of obtained results and showing connections between them. For the non-mathematician, the author provides profound functional-analytical results without proofs and refers the reader to the literature when necessary.Solving Ordinary and Partial Boundary Value Problems in Science and Engineering contains essential functional analytical concepts, explaining its subject without excessive abstraction.
Solving Software Challenges for Exascale
by Stefano Markidis Erwin LaureThis volume contains the thoroughly refereed post-conference proceedings of the Second International Conference on Exascale Applications and Software, EASC 2014, held in Stockholm, Sweden, in April 2014. The 6 full papers presented together with 6 short papers were carefully reviewed and selected from 17 submissions. They are organized in two topical sections named: toward exascale scientific applications and development environment for exascale applications.
Solving Transport Problems: Towards Green Logistics
by Walid Besbes Diala Dhouib Niaz Wassan Emna MarrekchiSolving Transport Problems establishes fundamental points and good practice in resolving matters regarding green transportation. This is to prompt further research in conveyance issues by providing readers with new knowledge and grounds for integrated models and solution methods. Focusing on green transportation, this book covers various sub-topics and thus consists of diverse content. Traditionally, academia and transport practitioners have mainly concentrated on efficient fleet management to achieve economic benefits and better-quality service. More recently, due to growing public environmental concerns and the industry understanding of the issue, the academic community has started to address environmental issues. The studies of green transportation compiled in this book have identified certain areas of interest, such as references, viewpoints, algorithms and ideas. Solving Transport Problems is for researchers, environmental decision-makers and other concerned parties, to start discussion on developing optimized technology and alternative fuel-based integrated models for environmentally cleaner transport systems.
Solving the Dynamic Complexity Dilemma
by Nabil Abu el Ata Maurice J. PerksDynamic complexity results from hidden, unknown factors--or more precisely, interactions between factors--that can unexpectedly impact the performance of systems. When the influences of dynamic complexity are not measured and understood, new never-seen-before behaviors can come as unwelcomed surprises, which disrupt the performance of systems. Left alone, processes that were once prized for their efficiency unexpectedly begin to degrade--costs increase, while volumes and quality decline. Evidence of problems may come too late for effective resolution as technology advancements induce rapid change and compress the time available to react to that change. The results of dynamic complexity are always negative and unmanaged dynamic complexity can bring business or global systems to the point of sudden chaos. The 2009 H1N1 pandemic, 2008 Credit Crunch and 2011 Fukushima Daiichi nuclear disaster are global examples of the dangers of undiagnosed dynamic complexity. With increasing frequency executive leaders today are discovering that their business and IT system performance levels are not meeting expectations. In most cases these performance deficiencies are caused by dynamic complexity, which lies hidden like a cancer until the symptoms reveal themselves--often when it is too late to avoid negative impacts on business outcomes. This book examines the growing business problem of dynamic complexity and presents a path to a practical solution. To achieve better predictability, organizations must be able to expose new, dangerous patterns of behavior in time to take corrective actions and know which actions will yield the optimal results. The book authors promote new methods of risk management that use data collection, analytics, machine learning and automation processes to help organizations more accurately predict the future and take strategic actions to improve performance outcomes. The presented means of achieving this goal are based upon the authors' practical experiences, backed by scientific principles, and results achieved through consulting engagements with over 350 global organizations.
Solving with Bees: Transformative Applications of Artificial Bee Colony Algorithm (Springer Tracts in Nature-Inspired Computing)
by Khalid RazaThis book is a comprehensive volume, which delves into the versatile world of Artificial Bee Colony (ABC) algorithms, their variants, and myriad applications in a wide range of fields. This book is designed to be an essential resource for researchers, practitioners, students, and anyone intrigued by the fascinating realm of swarm intelligence and optimization. This book serves as a bridge between the theoretical foundations of ABC algorithms and their practical implementations across diverse domains. The book offers a deep understanding of these algorithms and how they can be harnessed to tackle complex real-world challenges.
Some Assembly Required: Assembly Language Programming with the AVR Microcontroller
by Timothy S MargushA family of internationally popular microcontrollers, the Atmel AVR microcontroller series is a low-cost hardware development platform suitable for an educational environment. Until now, no text focused on the assembly language programming of these microcontrollers. Through detailed coverage of assembly language programming principles and technique
Some Current Advanced Researches on Information and Computer Science in Vietnam
by Quang A Dang Xuan Hoai Nguyen Hoai Bac Le Viet Ha Nguyen Vo Nguyen Quoc BaoThis book includes the extended and revised versions of a set of selected papers from the First NAFOSTED Conference on Information and Computer Science (NICS'2014), held at Le Quy Don Technical Academy, Hanoi, Vietnam from 13/Mar. /2014 to 14/Mar. /2014. The conference was co-organized by The National Foundation for Science and Technology Development (NAFOSTED) and Le Quy Don Technical Academy. The purpose of the NICS conference series is to promote scientific publications in the country and to provide a platform for high quality academic exchange among scientists in the fields of computer science, information and communication. The conference includes five tracks, namely "Computer Science", "Artificial Intelligence", "Network Systems", "Software Engineering", and "Information Systems". The papers in this book are among the best contributions at NICS'2014 taken into account the quality of their presentation at the conference and the recommendation of the two experts in the extra round of independent review.
Some Future Day: How AI Is Going to Change Everything
by Marc BeckmanThis cutting-edge guide not only shows how AI is transforming our careers, lives, businesses, and more, but also provides easy, actionable steps to make AI work for us. In this groundbreaking book, celebrated professor, entrepreneur, author, and podcaster Marc Beckman explores the transformative power of artificial intelligence (AI) and how it&’s poised to enhance and transform all aspects of society—revolutionizing our careers, enriching our family lives, and bringing our communities closer together. From business and advertising, to medicine, to warfare, to politics—Beckman meticulously explores the different areas where we&’ll soon feel AI&’s transformative impact. But that&’s only half of it. Throughout this book, he also provides the specific steps readers can take now to make sure these coming changes work for them. From the workplace to the home, AI is poised to reshape the way we approach our professional and personal lives. Beckman uses this book to make the case that AI will free up valuable time and energy, allowing individuals to focus on more creative and meaningful work, but also that AI will create possibilities for engagement that were unthinkable just a generation ago. He shows that with AI as our co-pilot, we&’ll unlock new opportunities for growth, innovation, and collaboration—all of which will lead to more fulfilling and rewarding careers. Beckman illustrates how AI will strengthen family bonds and improve the quality of our home lives too, changing everything from how we educate our kids to how we stay connected on social media. And as AI becomes more integrated into our cities and towns, it will play a crucial role in fostering a sense of community and belonging; through AI-powered platforms, Beckman shows how we will collaborate on projects, share resources, and support one another in times of need. This thought-provoking and essential book is a definitive guide to the many ways in which AI will transform our lives for the better . . . but also surprise us, delight us, force us to (re)consider how we interact with one another, and make us question what exactly counts as &“human.&” Join Marc Beckman on this exciting journey as he explores the near-endless possibilities of a world powered and transformed by artificial intelligence. It&’s an Age of Imagination . . . where the only limit is your own mind.
Somos píxeles
by Lucía G. Sobrado«Atron. Su oasis en medio del desierto. Atron. Su lugar de evasión. Atron. El videojuego que marcó su adolescencia.» A ojos del mundo, la vida de Myriam es maravillosa: se lleva bien con su familia, le encanta el ballet, que lleva practicando desde niña, y tiene un novio perfecto, Mario. Pero las apariencias engañan y, desde hace años, Myriam no se siente ella misma, específicamente desde que su videojuego favorito, Atron, desapareció del mapa... y con él, sus mejores amigos. Por eso, cuando lee la noticia de que Atron vuelve, mejorado y dispuesto a revolucionar el mundo virtual, le da un vuelco el corazón. Tiene la oportunidad de reencontrarse con su hobby y sus amigos, en especial con Kinan, y no planea desperdiciarla. Pero a medida que Myriam se va recuperando más y más así misma, más se da cuenta de que, igual, su relación con Mario no es tan maravillosa como creía. Y que es posible que, durante toda su vida, haya pensado en Kinan como su mejor amiga, cuando en realidad podría haber algo más entre ellas... Cuando tu vida virtual supera la realidad, ¿te la jugarías por ganar la partida?
Sonar 8 Power! The Comprehensive Guide
by Scott R. GarrigusSonar 8 Power! is the most recent edition of the best-selling Sonar Power book series providing detailed training for Cakewalk's Sonar 8 music recording software. Written for both new users and veteran upgraders alike, Sonar 8 Power! walks you through all of the features of the software with step-by-step instructions and exercises. New users will start at the beginning and learn everything they need to know to use Sonar 8 for recording, editing, producing, mixing, and bringing their music to the masses. Upgraders will learn about all the new features in Sonar 8 as well as enhancements to existing features that may affect their current production work flow.
Sonar Code Quality Testing Essentials
by Charalampos ArapidisThis is a step-by-step tutorial enriched with practical examples and the necessary screenshots for easy and quick learning. This book is for you if you are a Java developer or a Team Manager familiar with Java and want to ensure the quality of your code using Sonar. You should have a background with Java and unit testing in general.