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Copyright@ 2017 Maarten van Steen and Andrew S. TanenbaumPublished by Maarten van SteenThis book was previously published by: Pearson Education, IncISBN: 978-15-430573-8-6 (printed version)ISBN: 978-90-815406-2-9(digital version)Edition: 3. Version: 01(February 2017)All rights to text and illustrations are reserved by Maarten van Steen and Andrew S. Tanenbaum. This work maynot be copied, reproduced, or translated in whole or part without written permission of the publisher, except forbrief excerpts in reviews or scholany form of information storageadaptation or whatever, computer software, or by similar or dissimilar methods now known or developed in thefuture is strictly forbidden without written permission of the publisherTo Marielle, max, and elkeMVSTo Suzanne Barbara, Marvin, Aron nathan, olivia, and mirteASTCONTENTSPreface1 Introduction1.1 What is a distributed system?Characteristic 1: Collection of autonomous computing elements 2Characteristic 2: Single coherent systemMiddleware and distributed systems1.2 Design goalsSupporting resource sharingMaking distribution transparent12Being scalable15Pitfalls243 Types of distributed systems24High performance distributed computing25Distributed information systems34Pervasive systems1.4 Summary522 Architectures552. 1 Architectural styles56Layered architectures.57Object-based and service-oriented architectures62Resource-based architectures64Publish-subscribe architectures2.2 Middleware organizationWrappersInterceptors垂番Modifiable middleware752.3 System architectureCONTENTSCentralized organizations76Decentralized organizations: peer-to-peer systemsHybrid architectures2.4 Example architectures94The Network File system94The Web982.5 Summary3 Processes1033.1 Threads..104Introduction to threads104Threads in distributed systems1113.2 Virtualization116Principle of virtualizationapplication of virtual machines to distributed systems,1223.3 Clients124Networked user interfaces124Client-side software for distribution transparency1273.4 Servers128General design issues129Object servers133Example: The Apache Web server139Server clusters,,,,,,,1413.5 Code migration152Reasons for migrating code152Migration in heterogeneous systems1583.6 Summary1614 Communication4.1 Foundations164Layered Protocols164Types of Communication.1724.2 Remote procedure call..173Basic rpc operation174Parameter passing178RPC-based application support182Variations on rPc185Example: dCE rPc,.1884.3 Message-oriented communication193Simple transient messaging with sockets.193Advanced transient messaging198Message-oriented persistent communication206Example: IBM's Web Sphere message-queuing system212Example: Advanced Message Queuing Protocol(AMQP).... 218DS3.01DOWNLOADED BY TEWIGOMI XMAIL. INFOCONTENTS4.4 Multicast communication221Application-level tree-based multicasting221Flooding-based multicasting225Gossip-based data dissemination2294.5 Summary2345 Naming2375.1 Names, identifiers and addresses2385.2 Flat naming.241Simple solutions241Home-based approaches245Distributed hash tables246Hierarchical approaches2515.3 Structured naming256Name spaces.256Name resolution259The implementation of a name space264Example: The Domain Name System271Example: The Network File System2785.4 Attribute-based naming283Directory services283Hierarchical implementations: LDAP285Decentralized implementations2885.5 Summary2946 Coordination2976.1 Clock synchronization.298Physical clocks299Clock synchronization algorithms3026.2 Logical clocks310Lamport' s logical clocks310Vector clocks3166.3 Mutual exclusion321322a centralized algorithm.322a distributed algorithm323a token-ring algorithm.325a decentralized algorithm3266.4 Election algorithms329The bully algorithm.,..330A ring algorithm332Elections in wireless environments333Elections in large-scale systems.3356.5 Location systems336DOWNLOADED BY TEWIGOMIXMAIL. INFODS301VIllCONTENTSGPS: Global Positioning System337When gPs is not an option339Logical positioning of nodes3396.6 Distributed event matching..343Centralized implementations3436.7 Gossip-based coordination349asgregation349A peer-sampling service350Gossip-based overlay construction3526. 8 Summary3537 Consistency and replication3557. 1 Introduction356Reasons for replication356Replication as scaling technique3577.2 Data- centric consistency models358Continuous consistency359Consistent ordering of operations364Eventual consistency3737. 3 Client-centric consistency models375Monotonic readsMonotonic writes.379Read your write380Writes follow reads3827.4 Replica managementFinding the best server location383Content replication and placement..385Content distribution..388Managing replicated objects3937.5 Consistency protocols.396Continuous consistency ..........396Primary-based protocols398Replicated-write protocolsCache-coherence403Implementing client-centric consistency,,...4077.6 Example: Caching and replication in the Web4097.7 Summar4208 Fault toleran4238.1 Introduction to fault tolerance424Basic concepts.424Failuodels427Failure masking by redundancy8.2 Process resilience432DS3.01DOWNLOADED BY TEWIGOMI XMAIL. 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刘杰的分布式系统原理介绍 分布式系统理论体系非常庞大,涉及知识面也非常广博,由于笔者的肤浅,本文精心选择了部 分在工程实践中应用广泛、简单有效的分布式理论、算法、协议加以介绍。全文分为两大部分,第 一部分介绍了分布式系统的一些基本概念并框定了本文的问题模型和问题域,作为后续章节的基础。 第二部分介绍了一些分布式系统的理论,在介绍这些理论时,注重引入实例并加以应用,同时将这 些理论投影到真实的系统中
2019-12-21 21:13:00 2.82MB distributed
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传统的PCA在处理高维度的数据时,可能会遇到很多问题,在PCA的基础上,DPCA很好的解决了数据维度大的问题,资源里包括两篇关于DPCA的论文以及对应的代码。
2019-12-21 21:09:00 905KB Distributed PCA 分布式PCA
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2019-12-21 21:00:33 9.38MB java distributed programming
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Distributed source coding is one of the key enablers for efficient cooperative communication. The potential applications range from wireless sensor networks, ad-hoc networks, and surveillance networks, to robust low-complexity video coding, stereo/Multiview video coding, HDTV, hyper-spectral and multispectral imaging, and biometrics. The book is divided into three sections: theory, algorithms, and applications. Part one covers the background of information theory with an emphasis on DSC; part two discusses designs of algorithmic solutions for DSC problems, covering the three most important DSC problems: Slepian-Wolf, Wyner-Ziv, and MT source coding; and part three is dedicated to a variety of potential DSC applications. Key features: Clear explanation of distributed source coding theory and algorithms including both lossless and lossy designs. Rich applications of distributed source coding, which covers multimedia communication and data security applications. Self-contained content for beginners from basic information theory to practical code implementation. The book provides fundamental knowledge for engineers and computer scientists to access the topic of distributed source coding. It is also suitable for senior undergraduate and first year graduate students in electrical engineering; computer engineering; signal processing; image/video processing; and information theory and communications. Table of Contents Chapter 1: Introduction Part I: Theory of Distributed Source Coding Chapter 2: Lossless Compression of Correlated Sources Chapter 3: Wyner–Ziv Coding Theory Chapter 4: Lossy Distributed Source Coding Part II: Implementation Chapter 5: Slepian–Wolf Code Designs Based on Channel Coding Chapter 6: Distributed Arithmetic Coding Chapter 7: Wyner–Ziv Code Design Part III: Applications Chapter 8: Wyner–Ziv Video Coding Chapter 9: Correlation Estimation in DVC Chapter 10: DSC for Solar Image Compression Chapter 11: Secure Distributed Image Coding Chapter 12: Se
2019-12-21 20:59:16 16.36MB Distributed Source Coding
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分布式计算经典书籍Distributed computing-principles, algorithms, and systems(英文原版)(英文原版),pdf格式
2019-12-21 20:41:38 4.05MB distributed algorithm
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