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分布式计算:原理、算法与系统详解
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更新于2024-07-17
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"《分布式计算:原则、算法与系统》是一本深度剖析分布式计算领域的权威教材,它旨在为电气与计算机工程、计算机科学的高级本科生和研究生,以及数据网络和传感器网络的专业人员提供全面的知识框架。本书将理论与实践紧密结合,涵盖了分布式计算的核心原理、设计问题及其解决方案。 首先,作者深入探讨了分布式计算的基本概念,包括各种形式的计算、信息访问和交换,这些都是通过连接多个处理平台的计算机网络实现的。设计分布式计算系统是一个复杂的任务,它要求具备扎实的设计思维,理解诸如互斥性、死锁检测、身份验证和故障恢复等关键系统的实际挑战。 在理论部分,本书提供了广泛的覆盖,从基础的分布式算法到高级的主题,如点对点网络和网络安全性,这些都反映了当前技术趋势的重要性。书中精心挑选的算法不仅理论性强,而且讲解清晰,避免了复杂的证明过程,通过直观的解释和图形示例帮助读者更好地理解和应用这些算法。 为了确保实用性,作者关注实际系统中的问题解决策略,如如何确保资源的互斥使用,防止死锁的发生,以及如何设计有效的身份验证机制来保护系统安全。此外,对于可能影响未来发展的新兴课题,如去中心化的点对点网络架构,网络的安全防护措施,也给予了充分的关注。 整本书的特点在于其丰富的算法、详尽的插图、精心编排的实例和配套的习题,所有这些都旨在提升读者的实践能力,使他们能够熟练地设计、部署和管理分布式计算系统。无论是初学者还是经验丰富的从业者,都能从中获得宝贵的知识和见解,推动他们在分布式计算领域不断进步。"
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Preface
Background
The field of distributed computing covers all aspects of computing and infor-
mation access across multiple processing elements connected by any form of
communication network, whether local or wide-area in the coverage. Since
the advent of the Internet in the 1970s, there has been a steady growth of
new applications requiring distributed processing. This has been enabled by
advances in networking and hardware technology, the falling cost of hard-
ware, and greater end-user awareness. These factors have contributed to
making distributed computing a cost-effective, high-performance, and fault-
tolerant reality. Around the turn of the millenium, there was an explosive
growth in the expansion and efficiency of the Internet, which was matched
by increased access to networked resources through the World Wide Web,
all across the world. Coupled with an equally dramatic growth in the wireless
and mobile networking areas, and the plummeting prices of bandwidth and
storage devices, we are witnessing a rapid spurt in distributed applications and
an accompanying interest in the field of distributed computing in universities,
governments organizations, and private institutions.
Advances in hardware technology have suddenly made sensor networking
a reality, and embedded and sensor networks are rapidly becoming an integral
part of everyone’s life – from the home network with the interconnected
gadgets to the automobile communicating by GPS (global positioning system),
to the fully networked office with RFID monitoring. In the emerging global
village, distributed computing will be the centerpiece of all computing and
information access sub-disciplines within computer science. Clearly, this is
a very important field. Moreover, this evolving field is characterized by a
diverse range of challenges for which the solutions need to have foundations
on solid principles.
The field of distributed computing is very important, and there is a huge
demand for a good comprehensive book. This book comprehensively covers
all important topics in great depth, combining this with a clarity of explanation
xvi Preface
and ease of understanding. The book will be particularly valuable to the
academic community and the computer industry at large. Writing such a
comprehensive book has been a Herculean task and there is a deep sense of
satisfaction in knowing that we were able complete it and perform this service
to the community.
Description, approach, and features
The book will focus on the fundamental principles and models underlying all
aspects of distributed computing. It will address the principles underlying the
theory, algorithms, and systems aspects of distributed computing. The manner
of presentation of the algorithms is very clear, explaining the main ideas and
the intuition with figures and simple explanations rather than getting entangled
in intimidating notations and lengthy and hard-to-follow rigorous proofs of
the algorithms. The selection of chapter themes is broad and comprehensive,
and the book covers all important topics in depth. The selection of algorithms
within each chapter has been done carefully to elucidate new and important
techniques of algorithm design. Although the book focuses on foundational
aspects and algorithms for distributed computing, it thoroughly addresses all
practical systems-like problems (e.g., mutual exclusion, deadlock detection,
termination detection, failure recovery, authentication, global state and time,
etc.) by presenting the theory behind and algorithms for such problems. The
book is written keeping in mind the impact of emerging topics such as
peer-to-peer computing and network security on the foundational aspects of
distributed computing.
Each chapter contains figures, examples, exercises, a summary, and
references.
Readership
This book is aimed as a textbook for the following:
• Graduate students and Senior level undergraduate students in computer
science and computer engineering.
• Graduate students in electrical engineering and mathematics. As wireless
networks, peer-to-peer networks, and mobile computing continue to grow
in importance, an increasing number of students from electrical engineering
departments will also find this book necessary.
• Practitioners, systems designers/programmers, and consultants in industry
and research laboratories will find the book a very useful reference because
it contains state-of-the-art algorithms and principles to address various
design issues in distributed systems, as well as the latest references.
xvii Preface
Hard and soft prerequisites for the use of this book include the following:
• An undergraduate course in algorithms is required.
• Undergraduate courses in operating systems and computer networks would
be useful.
• A reasonable familiarity with programming.
We have aimed for a very comprehensive book that will act as a single
source for distributed computing models and algorithms. The book has both
depth and breadth of coverage of topics, and is characterized by clear and
easy explanations. None of the existing textbooks on distributed computing
provides all of these features.
Acknowledgements
This book grew from the notes used in the graduate courses on distributed
computing at the Ohio State University, the University of Illinois at Chicago,
and at the University of Kentucky. We would like to thank the graduate
students at these schools for their contributions to the book in many ways.
The book is based on the published research results of numerous researchers
in the field. We have made all efforts to present the material in our own
words and have given credit to the original sources of information. We would
like to thank all the researchers whose work has been reported in this book.
Finally, we would like to thank the staff of Cambridge University Press for
providing us with excellent support in the publication of this book.
Access to resources
The following websites will be maintained for the book. Any errors and
comments should be sent to ajayk@cs.uic.edu or singhal@cs.uky.edu. Further
information about the book can be obtained from the authors’ web pages:
• www.cs.uic.edu/∼ajayk/DCS-Book
• www.cs.uky.edu/∼singhal/DCS-Book.
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