Transactional Memory, 2nd Edition

Transactional Memory, 2nd Edition
Title Transactional Memory, 2nd Edition PDF eBook
Author Tim Harris
Publisher Morgan & Claypool Publishers
Pages 263
Release 2010-10-10
Genre Technology & Engineering
ISBN 1608452360

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The advent of multicore processors has renewed interest in the idea of incorporating transactions into the programming model used to write parallel programs. This approach, known as transactional memory, offers an alternative, and hopefully better, way to coordinate concurrent threads. The ACI (atomicity, consistency, isolation) properties of transactions provide a foundation to ensure that concurrent reads and writes of shared data do not produce inconsistent or incorrect results. At a higher level, a computation wrapped in a transaction executes atomically - either it completes successfully and commits its result in its entirety or it aborts. In addition, isolation ensures the transaction produces the same result as if no other transactions were executing concurrently. Although transactions are not a parallel programming panacea, they shift much of the burden of synchronizing and coordinating parallel computations from a programmer to a compiler, to a language runtime system, or to hardware. The challenge for the system implementers is to build an efficient transactional memory infrastructure. This book presents an overview of the state of the art in the design and implementation of transactional memory systems, as of early spring 2010. Table of Contents: Introduction / Basic Transactions / Building on Basic Transactions / Software Transactional Memory / Hardware-Supported Transactional Memory / Conclusions

Principles of Transactional Memory

Principles of Transactional Memory
Title Principles of Transactional Memory PDF eBook
Author Rachid Guerraoui
Publisher Morgan & Claypool Publishers
Pages 194
Release 2010
Genre Computers
ISBN 1608450112

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Transactional memory (TM) is an appealing paradigm for concurrent programming on shared memory architectures. With a TM, threads of an application communicate, and synchronize their actions, via in-memory transactions. Transactions are atomic: programmers get the illusion that every transaction executes all its operations instantaneously, at some single and unique point in time. The aim of this book is to provide theoretical foundations for transactional memory.

Principles of Transactional Memory

Principles of Transactional Memory
Title Principles of Transactional Memory PDF eBook
Author Rachid Guerraoui
Publisher Springer Nature
Pages 179
Release 2022-06-01
Genre Computers
ISBN 3031020022

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Transactional memory (TM) is an appealing paradigm for concurrent programming on shared memory architectures. With a TM, threads of an application communicate, and synchronize their actions, via in-memory transactions. Each transaction can perform any number of operations on shared data, and then either commit or abort. When the transaction commits, the effects of all its operations become immediately visible to other transactions; when it aborts, however, those effects are entirely discarded. Transactions are atomic: programmers get the illusion that every transaction executes all its operations instantaneously, at some single and unique point in time. Yet, a TM runs transactions concurrently to leverage the parallelism offered by modern processors. The aim of this book is to provide theoretical foundations for transactional memory. This includes defining a model of a TM, as well as answering precisely when a TM implementation is correct, what kind of properties it can ensure, what are the power and limitations of a TM, and what inherent trade-offs are involved in designing a TM algorithm. While the focus of this book is on the fundamental principles, its goal is to capture the common intuition behind the semantics of TMs and the properties of existing TM implementations. Table of Contents: Introduction / Shared Memory Systems / Transactional Memory: A Primer / TM Correctness Issues / Implementing a TM / Further Reading / Opacity / Proving Opacity: An Example / Opacity vs.\ Atomicity / Further Reading / The Liveness of a TM / Lock-Based TMs / Obstruction-Free TMs / General Liveness of TMs / Further Reading / Conclusions

Transactional Memory, Second Edition

Transactional Memory, Second Edition
Title Transactional Memory, Second Edition PDF eBook
Author Tim Harris
Publisher Springer Nature
Pages 247
Release 2022-05-31
Genre Technology & Engineering
ISBN 3031017285

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The advent of multicore processors has renewed interest in the idea of incorporating transactions into the programming model used to write parallel programs. This approach, known as transactional memory, offers an alternative, and hopefully better, way to coordinate concurrent threads. The ACI (atomicity, consistency, isolation) properties of transactions provide a foundation to ensure that concurrent reads and writes of shared data do not produce inconsistent or incorrect results. At a higher level, a computation wrapped in a transaction executes atomically - either it completes successfully and commits its result in its entirety or it aborts. In addition, isolation ensures the transaction produces the same result as if no other transactions were executing concurrently. Although transactions are not a parallel programming panacea, they shift much of the burden of synchronizing and coordinating parallel computations from a programmer to a compiler, to a language runtime system, or to hardware. The challenge for the system implementers is to build an efficient transactional memory infrastructure. This book presents an overview of the state of the art in the design and implementation of transactional memory systems, as of early spring 2010. Table of Contents: Introduction / Basic Transactions / Building on Basic Transactions / Software Transactional Memory / Hardware-Supported Transactional Memory / Conclusions

Transactional Memory

Transactional Memory
Title Transactional Memory PDF eBook
Author Tim Harris
Publisher Morgan & Claypool Publishers
Pages 247
Release 2010
Genre Computers
ISBN 1608452352

Download Transactional Memory Book in PDF, Epub and Kindle

The advent of multicore processors has renewed interest in the idea of incorporating transactions into the programming model used to write parallel programs. This approach, known as transactional memory, offers an alternative, and hopefully better, way to coordinate concurrent threads. The ACI (atomicity, consistency, isolation) properties of transactions provide a foundation to ensure that con-current reads and writes of shared data do not produce inconsistent or incorrect results. At a higher level, a computation wrapped in a transaction executes atomically---either it completes successfully and commits its result in its entirety or it aborts. In addition, isolation ensures the transaction produces the same result as if no other transactions were executing concurrently. Although transactions are not a parallel programming panacea, they shift much of the burden of synchronizing and co-ordinating parallel computations from a programmer to a compiler, to a language runtime system, or to hardware. The challenge for the system implementers is to build an efficient transactional memory infrastructure. This book presents an overview of the state of the art in the design and implementation of transactional memory systems, as of early spring 2010.

Transactional Memory. Foundations, Algorithms, Tools, and Applications

Transactional Memory. Foundations, Algorithms, Tools, and Applications
Title Transactional Memory. Foundations, Algorithms, Tools, and Applications PDF eBook
Author Rachid Guerraoui
Publisher Springer
Pages 470
Release 2014-12-29
Genre Computers
ISBN 331914720X

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The advent of multi-core architectures and cloud-computing has brought parallel programming into the mainstream of software development. Unfortunately, writing scalable parallel programs using traditional lock-based synchronization primitives is well known to be a hard, time consuming and error-prone task, mastered by only a minority of specialized programmers. Building on the familiar abstraction of atomic transactions, Transactional Memory (TM) promises to free programmers from the complexity of conventional synchronization schemes, simplifying the development and verification of concurrent programs, enhancing code reliability, and boosting productivity. Over the last decade TM has been subject to intense research on a broad range of aspects including hardware and operating systems support, language integration, as well as algorithms and theoretical foundations. On the industrial side, the major players of the software and hardware markets have been up-front in the research and development of prototypal products providing support for TM systems. This has recently led to the introduction of hardware TM implementations on mainstream commercial microprocessors and to the integration of TM support for the world’s leading open source compiler. In such a vast inter-disciplinary domain, the Euro-TM COST Action (IC1001) has served as a catalyzer and a bridge for the various research communities looking at disparate, yet subtly interconnected, aspects of TM. This book emerged from the idea having Euro-TM experts compile recent results in the TM area in a single and consistent volume. Contributions have been carefully selected and revised to provide a broad coverage of several fundamental issues associated with the design and implementation of TM systems, including their theoretical underpinnings and algorithmic foundations, programming language integration and verification tools, hardware supports, distributed TM systems, self-tuning mechanisms, as well as lessons learnt from building complex TM-based applications.

Software Transactional Memory Techniques

Software Transactional Memory Techniques
Title Software Transactional Memory Techniques PDF eBook
Author Muhammad Nasir
Publisher LAP Lambert Academic Publishing
Pages 80
Release 2013
Genre
ISBN 9783659388262

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The advent of multicore processors has put the performance of traditional parallel programming techniques in question. The traditional lock-based parallel programming techniques are error prone and suffer from various problems such as deadlocks, live-locks, priority inversion etc. In the last one and half decade, a considerable amount of the research has been carried out to achieve the synchronization among the parallel applications without using locking. One of most promising technique which has come out as a result of this research work is Transactional Memory (TM). Transactional Memory system commits the data in atomic code sequences called the transaction. In order to understand the design and implementation trade-offs of different implementations of the Software Transactional Memory, a comprehensive comparative study is required. Although some comparative studies have been carried out in the past, they were very focused in their scope and covered only few STM implementations. In this report, a qualitative literature survey is conducted and the state of the art in Software Transactional Memory is presented, covering prominent approaches to date.