Distributed Computing

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Programming Distributed Computing Systems

Carlos A. Varela
Programming Distributed Computing Systems Book PDF

Author : Carlos A. Varela
Publisher : MIT Press
Page : 291 pages
File Size : 50,9 Mb
Release : 2013-05-31
Category : Computers
ISBN : 9780262313360

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Programming Distributed Computing Systems by Carlos A. Varela Pdf

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.

Distributed Computing

Ajay D. Kshemkalyani,Mukesh Singhal
Distributed Computing Book PDF

Author : Ajay D. Kshemkalyani,Mukesh Singhal
Publisher : Cambridge University Press
Page : 0 pages
File Size : 55,9 Mb
Release : 2011-03-03
Category : Technology & Engineering
ISBN : 0521189845

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Distributed Computing by Ajay D. Kshemkalyani,Mukesh Singhal Pdf

Designing distributed computing systems is a complex process requiring a solid understanding of the design problems and the theoretical and practical aspects of their solutions. This comprehensive textbook covers the fundamental principles and models underlying the theory, algorithms and systems aspects of distributed computing. Broad and detailed coverage of the theory is balanced with practical systems-related issues such as mutual exclusion, deadlock detection, authentication, and failure recovery. Algorithms are carefully selected, lucidly presented, and described without complex proofs. Simple explanations and illustrations are used to elucidate the algorithms. Important emerging topics such as peer-to-peer networks and network security are also considered. With vital algorithms, numerous illustrations, examples and homework problems, this textbook is suitable for advanced undergraduate and graduate students of electrical and computer engineering and computer science. Practitioners in data networking and sensor networks will also find this a valuable resource. Additional resources are available online at www.cambridge.org/9780521876346.

Advances in Distributed Systems

Sacha Krakowiak,Santosh Shrivastava
Advances in Distributed Systems Book PDF

Author : Sacha Krakowiak,Santosh Shrivastava
Publisher : Springer
Page : 516 pages
File Size : 54,6 Mb
Release : 2003-06-26
Category : Computers
ISBN : 9783540464754

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Advances in Distributed Systems by Sacha Krakowiak,Santosh Shrivastava Pdf

In 1992 we initiated a research project on large scale distributed computing systems (LSDCS). It was a collaborative project involving research institutes and universities in Bologna, Grenoble, Lausanne, Lisbon, Rennes, Rocquencourt, Newcastle, and Twente. The World Wide Web had recently been developed at CERN, but its use was not yet as common place as it is today and graphical browsers had yet to be developed. It was clear to us (and to just about everyone else) that LSDCS comprising several thousands to millions of individual computer systems (nodes) would be coming into existence as a consequence both of technological advances and the demands placed by applications. We were excited about the problems of building large distributed systems, and felt that serious rethinking of many of the existing computational paradigms, algorithms, and structuring principles for distributed computing was called for. In our research proposal, we summarized the problem domain as follows: “We expect LSDCS to exhibit great diversity of node and communications capability. Nodes will range from (mobile) laptop computers, workstations to supercomputers. Whereas mobile computers may well have unreliable, low bandwidth communications to the rest of the system, other parts of the system may well possess high bandwidth communications capability. To appreciate the problems posed by the sheer scale of a system comprising thousands of nodes, we observe that such systems will be rarely functioning in their entirety.

Distributed Computing

David Peleg
Distributed Computing Book PDF

Author : David Peleg
Publisher : SIAM
Page : 338 pages
File Size : 54,9 Mb
Release : 2000-01-01
Category : Computers
ISBN : 9780898714647

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Distributed Computing by David Peleg Pdf

Gives a thorough exposition of network spanners and other locality-preserving network representations such as sparse covers and partitions.

Distributed Algorithms

Wan Fokkink
Distributed Algorithms Book PDF

Author : Wan Fokkink
Publisher : MIT Press
Page : 242 pages
File Size : 43,7 Mb
Release : 2013-12-06
Category : Computers
ISBN : 9780262026772

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Distributed Algorithms by Wan Fokkink Pdf

A comprehensive guide to distributed algorithms that emphasizes examples and exercises rather than mathematical argumentation.

Elements of Distributed Computing

Vijay K. Garg
Elements of Distributed Computing Book PDF

Author : Vijay K. Garg
Publisher : John Wiley & Sons
Page : 448 pages
File Size : 47,6 Mb
Release : 2002-05-23
Category : Computers
ISBN : 0471036005

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Elements of Distributed Computing by Vijay K. Garg Pdf

Mit der Verfügbarkeit verteilter Systeme wächst der Bedarf an einer fundamentalen Diskussion dieses Gebiets. Hier ist sie! Abgedeckt werden die grundlegenden Konzepte wie Zeit, Zustand, Gleichzeitigkeit, Reihenfolge, Kenntnis, Fehler und Übereinstimmung. Die Betonung liegt auf der Entwicklung allgemeiner Mechanismen, die auf eine Vielzahl von Problemen angewendet werden können. Sorgfältig ausgewählte Beispiele (Taktgeber, Sperren, Kameras, Sensoren, Controller, Slicer und Syncronizer) dienen gleichzeitig der Vertiefung theoretischer Aspekte und deren Umsetzung in die Praxis. Alle vorgestellten Algorithmen werden mit durchschaubaren, induktionsbasierten Verfahren bewiesen.

Concurrent and Distributed Computing in Java

Vijay K. Garg
Concurrent and Distributed Computing in Java Book PDF

Author : Vijay K. Garg
Publisher : John Wiley & Sons
Page : 331 pages
File Size : 52,8 Mb
Release : 2005-01-28
Category : Computers
ISBN : 9780471721260

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Concurrent and Distributed Computing in Java by Vijay K. Garg Pdf

Concurrent and Distributed Computing in Java addresses fundamental concepts in concurrent computing with Java examples. The book consists of two parts. The first part deals with techniques for programming in shared-memory based systems. The book covers concepts in Java such as threads, synchronized methods, waits, and notify to expose students to basic concepts for multi-threaded programming. It also includes algorithms for mutual exclusion, consensus, atomic objects, and wait-free data structures. The second part of the book deals with programming in a message-passing system. This part covers resource allocation problems, logical clocks, global property detection, leader election, message ordering, agreement algorithms, checkpointing, and message logging. Primarily a textbook for upper-level undergraduates and graduate students, this thorough treatment will also be of interest to professional programmers.

Distributed Computing

Hagit Attiya,Jennifer Welch
Distributed Computing Book PDF

Author : Hagit Attiya,Jennifer Welch
Publisher : John Wiley & Sons
Page : 440 pages
File Size : 43,6 Mb
Release : 2004-03-25
Category : Computers
ISBN : 0471453242

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Distributed Computing by Hagit Attiya,Jennifer Welch Pdf

* Comprehensive introduction to the fundamental results in the mathematical foundations of distributed computing * Accompanied by supporting material, such as lecture notes and solutions for selected exercises * Each chapter ends with bibliographical notes and a set of exercises * Covers the fundamental models, issues and techniques, and features some of the more advanced topics

Distributed Computing Through Combinatorial Topology

Maurice Herlihy,Dmitry Kozlov,Sergio Rajsbaum
Distributed Computing Through Combinatorial Topology Book PDF

Author : Maurice Herlihy,Dmitry Kozlov,Sergio Rajsbaum
Publisher : Newnes
Page : 335 pages
File Size : 53,6 Mb
Release : 2013-11-30
Category : Computers
ISBN : 9780124047280

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Distributed Computing Through Combinatorial Topology by Maurice Herlihy,Dmitry Kozlov,Sergio Rajsbaum Pdf

Distributed Computing Through Combinatorial Topology describes techniques for analyzing distributed algorithms based on award winning combinatorial topology research. The authors present a solid theoretical foundation relevant to many real systems reliant on parallelism with unpredictable delays, such as multicore microprocessors, wireless networks, distributed systems, and Internet protocols. Today, a new student or researcher must assemble a collection of scattered conference publications, which are typically terse and commonly use different notations and terminologies. This book provides a self-contained explanation of the mathematics to readers with computer science backgrounds, as well as explaining computer science concepts to readers with backgrounds in applied mathematics. The first section presents mathematical notions and models, including message passing and shared-memory systems, failures, and timing models. The next section presents core concepts in two chapters each: first, proving a simple result that lends itself to examples and pictures that will build up readers' intuition; then generalizing the concept to prove a more sophisticated result. The overall result weaves together and develops the basic concepts of the field, presenting them in a gradual and intuitively appealing way. The book's final section discusses advanced topics typically found in a graduate-level course for those who wish to explore further. Named a 2013 Notable Computer Book for Computing Methodologies by Computing Reviews Gathers knowledge otherwise spread across research and conference papers using consistent notations and a standard approach to facilitate understanding Presents unique insights applicable to multiple computing fields, including multicore microprocessors, wireless networks, distributed systems, and Internet protocols Synthesizes and distills material into a simple, unified presentation with examples, illustrations, and exercises

Guide to High Performance Distributed Computing

K.G. Srinivasa,Anil Kumar Muppalla
Guide to High Performance Distributed Computing Book PDF

Author : K.G. Srinivasa,Anil Kumar Muppalla
Publisher : Springer
Page : 304 pages
File Size : 49,6 Mb
Release : 2015-02-09
Category : Computers
ISBN : 9783319134970

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Guide to High Performance Distributed Computing by K.G. Srinivasa,Anil Kumar Muppalla Pdf

This timely text/reference describes the development and implementation of large-scale distributed processing systems using open source tools and technologies. Comprehensive in scope, the book presents state-of-the-art material on building high performance distributed computing systems, providing practical guidance and best practices as well as describing theoretical software frameworks. Features: describes the fundamentals of building scalable software systems for large-scale data processing in the new paradigm of high performance distributed computing; presents an overview of the Hadoop ecosystem, followed by step-by-step instruction on its installation, programming and execution; Reviews the basics of Spark, including resilient distributed datasets, and examines Hadoop streaming and working with Scalding; Provides detailed case studies on approaches to clustering, data classification and regression analysis; Explains the process of creating a working recommender system using Scalding and Spark.

Distributed and Cloud Computing

Kai Hwang,Jack Dongarra,Geoffrey C. Fox
Distributed and Cloud Computing Book PDF

Author : Kai Hwang,Jack Dongarra,Geoffrey C. Fox
Publisher : Morgan Kaufmann
Page : 671 pages
File Size : 45,8 Mb
Release : 2013-12-18
Category : Computers
ISBN : 9780128002049

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Distributed and Cloud Computing by Kai Hwang,Jack Dongarra,Geoffrey C. Fox Pdf

Distributed and Cloud Computing: From Parallel Processing to the Internet of Things offers complete coverage of modern distributed computing technology including clusters, the grid, service-oriented architecture, massively parallel processors, peer-to-peer networking, and cloud computing. It is the first modern, up-to-date distributed systems textbook; it explains how to create high-performance, scalable, reliable systems, exposing the design principles, architecture, and innovative applications of parallel, distributed, and cloud computing systems. Topics covered by this book include: facilitating management, debugging, migration, and disaster recovery through virtualization; clustered systems for research or ecommerce applications; designing systems as web services; and social networking systems using peer-to-peer computing. The principles of cloud computing are discussed using examples from open-source and commercial applications, along with case studies from the leading distributed computing vendors such as Amazon, Microsoft, and Google. Each chapter includes exercises and further reading, with lecture slides and more available online. This book will be ideal for students taking a distributed systems or distributed computing class, as well as for professional system designers and engineers looking for a reference to the latest distributed technologies including cloud, P2P and grid computing. Complete coverage of modern distributed computing technology including clusters, the grid, service-oriented architecture, massively parallel processors, peer-to-peer networking, and cloud computing Includes case studies from the leading distributed computing vendors: Amazon, Microsoft, Google, and more Explains how to use virtualization to facilitate management, debugging, migration, and disaster recovery Designed for undergraduate or graduate students taking a distributed systems course—each chapter includes exercises and further reading, with lecture slides and more available online

Understanding Distributed Systems, Second Edition

Roberto Vitillo
Understanding Distributed Systems Second Edition Book PDF

Author : Roberto Vitillo
Publisher : Roberto Vitillo
Page : 344 pages
File Size : 44,9 Mb
Release : 2022-02-23
Category : Computers
ISBN : 9781838430214

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Understanding Distributed Systems, Second Edition by Roberto Vitillo Pdf

Learning to build distributed systems is hard, especially if they are large scale. It's not that there is a lack of information out there. You can find academic papers, engineering blogs, and even books on the subject. The problem is that the available information is spread out all over the place, and if you were to put it on a spectrum from theory to practice, you would find a lot of material at the two ends but not much in the middle. That is why I decided to write a book that brings together the core theoretical and practical concepts of distributed systems so that you don't have to spend hours connecting the dots. This book will guide you through the fundamentals of large-scale distributed systems, with just enough details and external references to dive deeper. This is the guide I wished existed when I first started out, based on my experience building large distributed systems that scale to millions of requests per second and billions of devices. If you are a developer working on the backend of web or mobile applications (or would like to be!), this book is for you. When building distributed applications, you need to be familiar with the network stack, data consistency models, scalability and reliability patterns, observability best practices, and much more. Although you can build applications without knowing much of that, you will end up spending hours debugging and re-architecting them, learning hard lessons that you could have acquired in a much faster and less painful way. However, if you have several years of experience designing and building highly available and fault-tolerant applications that scale to millions of users, this book might not be for you. As an expert, you are likely looking for depth rather than breadth, and this book focuses more on the latter since it would be impossible to cover the field otherwise. The second edition is a complete rewrite of the previous edition. Every page of the first edition has been reviewed and where appropriate reworked, with new topics covered for the first time.

Large-Scale Distributed Computing and Applications: Models and Trends

Cristea, Valentin,Dobre, Ciprian,Stratan, Corina,Pop, Florin,Costan, Alexandru
Large Scale Distributed Computing and Applications Models and Trends Book PDF

Author : Cristea, Valentin,Dobre, Ciprian,Stratan, Corina,Pop, Florin,Costan, Alexandru
Publisher : IGI Global
Page : 276 pages
File Size : 55,6 Mb
Release : 2010-05-31
Category : Computers
ISBN : 9781615207046

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Large-Scale Distributed Computing and Applications: Models and Trends by Cristea, Valentin,Dobre, Ciprian,Stratan, Corina,Pop, Florin,Costan, Alexandru Pdf

Many applications follow the distributed computing paradigm, in which parts of the application are executed on different network-interconnected computers. The extension of these applications in terms of number of users or size has led to an unprecedented increase in the scale of the infrastructure that supports them. Large-Scale Distributed Computing and Applications: Models and Trends offers a coherent and realistic image of today's research results in large scale distributed systems, explains state-of-the-art technological solutions for the main issues regarding large scale distributed systems, and presents the benefits of using large scale distributed systems and the development process of scientific and commercial distributed applications.

Distributed Computing by Mobile Entities

Paola Flocchini,Giuseppe Prencipe,Nicola Santoro
Distributed Computing by Mobile Entities Book PDF

Author : Paola Flocchini,Giuseppe Prencipe,Nicola Santoro
Publisher : Springer
Page : 686 pages
File Size : 47,9 Mb
Release : 2019-01-12
Category : Computers
ISBN : 9783030110727

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Distributed Computing by Mobile Entities by Paola Flocchini,Giuseppe Prencipe,Nicola Santoro Pdf

Distributed Computing by Mobile Entities is concerned with the study of the computational and complexity issues arising in systems of decentralized computational entities operating in a spatial universe Encompassing and modeling a large variety of application environments and systems, from robotic swarms to networks of mobile sensors, from software mobile agents in communication networks to crawlers and viruses on the web, the theoretical research in this area intersects distributed computing with the fields of computational geometry (especially for continuous spaces), control theory, graph theory and combinatorics (especially for discrete spaces). The research focus is on determining what tasks can be performed by the entities, under what conditions, and at what cost. In particular, the central question is to determine what minimal hypotheses allow a given problem to be solved. This book is based on the lectures and tutorial presented at the research meeting on “Moving and Computing" (mac) held at La Maddalena Island in June 2017. Greatly expanded, revised and updated, each of the lectures forms an individual Chapter. Together, they provide a map of the current knowledge about the boundaries of distributed computing by mobile entities.

Designing Distributed Systems

Brendan Burns
Designing Distributed Systems Book PDF

Author : Brendan Burns
Publisher : "O'Reilly Media, Inc."
Page : 164 pages
File Size : 44,6 Mb
Release : 2018-02-20
Category : Computers
ISBN : 9781491983614

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Designing Distributed Systems by Brendan Burns Pdf

Without established design patterns to guide them, developers have had to build distributed systems from scratch, and most of these systems are very unique indeed. Today, the increasing use of containers has paved the way for core distributed system patterns and reusable containerized components. This practical guide presents a collection of repeatable, generic patterns to help make the development of reliable distributed systems far more approachable and efficient. Author Brendan Burns—Director of Engineering at Microsoft Azure—demonstrates how you can adapt existing software design patterns for designing and building reliable distributed applications. Systems engineers and application developers will learn how these long-established patterns provide a common language and framework for dramatically increasing the quality of your system. Understand how patterns and reusable components enable the rapid development of reliable distributed systems Use the side-car, adapter, and ambassador patterns to split your application into a group of containers on a single machine Explore loosely coupled multi-node distributed patterns for replication, scaling, and communication between the components Learn distributed system patterns for large-scale batch data processing covering work-queues, event-based processing, and coordinated workflows