The Actor Model In Distributed Computing
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The Actor Model In Distributed Computing
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-18
The Actor Model In Distributed Computing written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-18 with Computers categories.
"The Actor Model in Distributed Computing" "The Actor Model in Distributed Computing" is a comprehensive and authoritative exploration of one of the most influential paradigms in concurrent and distributed systems. This book meticulously traces the theoretical foundations and evolution of the actor model, contrasting its core concepts—such as encapsulated state and asynchronous messaging—with alternative concurrency approaches like shared memory and process calculi. Through clear exposition, readers are empowered to grasp the model’s intrinsic expressiveness, modularity, and the contexts in which it excels, while becoming aware of its practical limitations. Delving beyond fundamentals, the book offers an in-depth examination of engineering robust actor-based systems. It details essential programming constructs and architectural patterns, from actor creation, supervision, and message queuing, to sophisticated mechanisms for distribution transparency, state migration, and fault tolerance in large-scale deployments. Topics such as scheduling, load balancing, system optimization, and the unique challenges of memory and resource management are handled with both breadth and technical rigor, making the work an invaluable resource for practitioners and architects seeking to maximize reliability and performance. "The Actor Model in Distributed Computing" stands out for its practical guidance and broad ecosystem coverage. Readers will find comparative reviews of leading actor frameworks—including Erlang, Akka, and Orleans—alongside security best practices, formal verification techniques, and recipes for testing and monitoring distributed actor systems. The closing chapters illuminate advanced topics and current research frontiers, like distributed transactions, cloud-native deployments, and the future of actors in edge and serverless computing. With its blend of foundational theory and pragmatic design-oriented insight, this book is essential reading for anyone building next-generation distributed applications.
Applied Akka Patterns
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Author : Michael Nash
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2016-12-12
Applied Akka Patterns written by Michael Nash and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-12 with Computers categories.
When it comes to big data processing, we can no longer ignore concurrency or try to add it in after the fact. Fortunately, the solution is not a new paradigm of development, but rather an old one. With this hands-on guide, Java and Scala developers will learn how to embrace concurrent and distributed applications with the open source Akka toolkit. You’ll learn how to put the actor model and its associated patterns to immediate and practical use. Throughout the book, you’ll deal with an analogous workforce problem: how to schedule a group of people across a variety of projects while optimizing their time and skillsets. This example will help you understand how Akka uses actors, streams, and other tools to stitch your application together. Model software that reflects the real world with domain-driven design Learn principles and practices for implementing individual actors Unlock the real potential of Akka with patterns for combining multiple actors Understand the consistency tradeoffs in a distributed system Use several Akka methods for isolating and dealing with failures Explore ways to build systems that support availability and scalability Tune your Akka application for performance with JVM tools and dispatchers
Actors A Model Of Concurrent Computation In Distributed Systems
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Author :
language : en
Publisher:
Release Date : 1985
Actors A Model Of Concurrent Computation In Distributed Systems written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1985 with categories.
A foundational model of concurrency is developed in this thesis. It examines issues in the design of parallel systems and show why the actor model is suitable for exploiting large-scale parallelism. Concurrency in actors is constrained only by the availability of hardware resources and by the logical dependence inherent in the computation. Unlike dataflow and functional programming, however, actors are dynamically reconfigurable and can model shared resources with changing local state. Concurrency is spawned in actors using asynchronous message-passing, pipelining, and the dynamic creation of actors. The author defines an abstract actor machine and provide a minimal programming language for it. A more expressive language, which includes higher level constructs such as delayed and eager evaluation, can be defined in terms of the primitives. Examples are given to illustrate the ease with which concurrent data and control structures can be programmed. This thesis deals with some central issues in distributed computing. Specifically, problems of divergence and deadlock are addressed. Additional keywords: Object oriented programming; Semantics.
Programming Distributed Computing Systems
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Author : Carlos A. Varela
language : en
Publisher: MIT Press
Release Date : 2013-05-31
Programming Distributed Computing Systems written by Carlos A. Varela and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-05-31 with Computers categories.
An introduction to fundamental theories of concurrent computation and associated programming languages for developing distributed and mobile computing systems. Starting from the premise that understanding the foundations of concurrent programming is key to developing distributed computing systems, this book first presents the fundamental theories of concurrent computing and then introduces the programming languages that help develop distributed computing systems at a high level of abstraction. The major theories of concurrent computation—including the π-calculus, the actor model, the join calculus, and mobile ambients—are explained with a focus on how they help design and reason about distributed and mobile computing systems. The book then presents programming languages that follow the theoretical models already described, including Pict, SALSA, and JoCaml. The parallel structure of the chapters in both part one (theory) and part two (practice) enable the reader not only to compare the different theories but also to see clearly how a programming language supports a theoretical model. The book is unique in bridging the gap between the theory and the practice of programming distributed computing systems. It can be used as a textbook for graduate and advanced undergraduate students in computer science or as a reference for researchers in the area of programming technology for distributed computing. By presenting theory first, the book allows readers to focus on the essential components of concurrency, distribution, and mobility without getting bogged down in syntactic details of specific programming languages. Once the theory is understood, the practical part of implementing a system in an actual programming language becomes much easier.
Reactive Messaging Patterns With Actor Model
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Author : Vaughn Vernon
language : en
Publisher:
Release Date : 2015
Reactive Messaging Patterns With Actor Model written by Vaughn Vernon and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015 with Application software categories.
Scala Reactive Programming
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Author : Rambabu Posa
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-02-28
Scala Reactive Programming written by Rambabu Posa and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-02-28 with Computers categories.
Build fault-tolerant, robust, and distributed applications in Scala Key Features - Understand and use the concepts of reactive programming to build distributed systems running on multiple nodes. - Learn how reactive architecture reduces complexity throughout the development process. - Get to grips with functional reactive programming and Reactive Microservices. Book Description Reactive programming is a scalable, fast way to build applications, and one that helps us write code that is concise, clear, and readable. It can be used for many purposes such as GUIs, robotics, music, and others, and is central to many concurrent systems. This book will be your guide to getting started with Reactive programming in Scala. You will begin with the fundamental concepts of Reactive programming and gradually move on to working with asynchronous data streams. You will then start building an application using Akka Actors and extend it using the Play framework. You will also learn about reactive stream specifications, event sourcing techniques, and different methods to integrate Akka Streams into the Play Framework. This book will also take you one step forward by showing you the advantages of the Lagom framework while working with reactive microservices. You will also learn to scale applications using multi-node clusters and test, secure, and deploy your microservices to the cloud. By the end of the book, you will have gained the knowledge to build robust and distributed systems with Scala and Akka. What you will learn Understand the fundamental principles of Reactive and Functional programming Develop applications utilizing features of the Akka framework Explore techniques to integrate Scala, Akka, and Play together Learn about Reactive Streams with real-time use cases Develop Reactive Web Applications with Play, Scala, Akka, and Akka Streams Develop and deploy Reactive microservices using the Lagom framework and ConductR Who this book is for This book is for Scala developers who would like to build fault-tolerant, scalable distributed systems. No knowledge of Reactive programming is required.
Fundamentals Of Software Engineering
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Author : Mehdi Dastani
language : en
Publisher: Springer
Release Date : 2015-09-24
Fundamentals Of Software Engineering written by Mehdi Dastani and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-09-24 with Computers categories.
This book constitutes the thoroughly refereed post-conference proceedings of the 6th IPM International Conference on Fundamentals of Software Engineering, FSEN 2015, held in Tehran, Iran, in April 2015. The 21 full papers presented in this volume were carefully reviewed and selected from 64 submissions. The topics of interest in FSEN span over all aspects of formal methods, especially those related to advancing the application of formal methods in software industry and promoting their integration with practical engineering techniques.
Formal Modeling Actors Open Systems Biological Systems
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Author : Gul Agha
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-10-13
Formal Modeling Actors Open Systems Biological Systems written by Gul Agha and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-13 with Computers categories.
This Festschrift volume, published in honor of Carolyn Talcott on the occasion of her 70th birthday, contains a collection of papers presented at a symposium held in Menlo Park, California, USA, in November 2011. Carolyn Talcott is a leading researcher and mentor of international renown among computer scientists. She has made key contributions to a number of areas of computer science including: semantics and verification of progamming languages; foundations of actor-based systems; middleware, meta-architectures, and systems; Maude and rewriting logic; and computational biology. The 21 papers presented are organized in topical sections named: Essays on Carolyn Talcott; actors and programming languages; cyberphysical systems; middleware and meta-architectures; formal methods and reasoning tools; and computational biology.
Soft Computing Agents
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Author : Salvatore Sessa
language : en
Publisher: Physica
Release Date : 2013-03-20
Soft Computing Agents written by Salvatore Sessa and has been published by Physica this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-03-20 with Computers categories.
In the existing literature the intersection of agent technology with soft computing is a very recent and attractive issue. The book is devoted to a unifying perspective of this topic. In contains contributions by well-known authors whose expertise is universally recognized in these crossing areas. Particular emphasis is devoted to advanced research projects involved with Web-related technologies. Fundamental topics explored in this volume are: - formal theories and logics to represent and handle imprecise communication acts among communities of agents; - soft-computing approaches to define distributed problem-solving techniques to represent and reason about large-scale control systems; - decomposition of a complex system into autonomous or semiautonomous agents through evolutionary models; - enrichment of agent programming paradigm for cooperative soft-computing processing.
Learning Concurrent Programming In Scala
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Author : Aleksandar Prokopec
language : en
Publisher: Packt Publishing Ltd
Release Date : 2017-02-22
Learning Concurrent Programming In Scala written by Aleksandar Prokopec and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-02-22 with Computers categories.
Learn the art of building intricate, modern, scalable, and concurrent applications using Scala About This Book Make the most of Scala by understanding its philosophy and harnessing the power of multicores Get acquainted with cutting-edge technologies in the field of concurrency, through practical, real-world applications Get this step-by-step guide packed with pragmatic examples Who This Book Is For If you are a Scala programmer with no prior knowledge about concurrent programming, or seeking to broaden your existing knowledge about concurrency, this book is for you. Basic knowledge of the Scala programming language will be helpful. Also if you have a solid knowledge in another programming language, such as Java, you should find this book easily accessible. What You Will Learn Get to grips with the fundamentals of concurrent programming on modern multiprocessor systems Build high-performance concurrent systems from simple, low-level concurrency primitives Express asynchrony in concurrent computations with futures and promises Seamlessly accelerate sequential programs by using data-parallel collections Design safe, scalable, and easy-to-comprehend in-memory transactional data models Transparently create distributed applications that scale across multiple machines Integrate different concurrency frameworks together in large applications Develop and implement scalable and easy-to-understand concurrent applications in Scala 2.12 In Detail Scala is a modern, multiparadigm programming language designed to express common programming patterns in a concise, elegant, and type-safe way. Scala smoothly integrates the features of object-oriented and functional languages. In this second edition, you will find updated coverage of the Scala 2.12 platform. The Scala 2.12 series targets Java 8 and requires it for execution. The book starts by introducing you to the foundations of concurrent programming on the JVM, outlining the basics of the Java Memory Model, and then shows some of the classic building blocks of concurrency, such as the atomic variables, thread pools, and concurrent data structures, along with the caveats of traditional concurrency. The book then walks you through different high-level concurrency abstractions, each tailored toward a specific class of programming tasks, while touching on the latest advancements of async programming capabilities of Scala. It also covers some useful patterns and idioms to use with the techniques described. Finally, the book presents an overview of when to use which concurrency library and demonstrates how they all work together, and then presents new exciting approaches to building concurrent and distributed systems. Style and approach The book provides a step-by-step introduction to concurrent programming. It focuses on easy-to-understand examples that are pragmatic and applicable to real-world applications. Different topics are approached in a bottom-up fashion, gradually going from the simplest foundations to the most advanced features.