Communication Complexity and Parallel Computing

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Release : 2013-03-09
Genre : Computers
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Book Rating : 425/5 ( reviews)

Communication Complexity and Parallel Computing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Communication Complexity and Parallel Computing write by Juraj Hromkovič. This book was released on 2013-03-09. Communication Complexity and Parallel Computing available in PDF, EPUB and Kindle. The communication complexity of two-party protocols is an only 15 years old complexity measure, but it is already considered to be one of the fundamen tal complexity measures of recent complexity theory. Similarly to Kolmogorov complexity in the theory of sequential computations, communication complex ity is used as a method for the study of the complexity of concrete computing problems in parallel information processing. Especially, it is applied to prove lower bounds that say what computer resources (time, hardware, memory size) are necessary to compute the given task. Besides the estimation of the compu tational difficulty of computing problems the proved lower bounds are useful for proving the optimality of algorithms that are already designed. In some cases the knowledge about the communication complexity of a given problem may be even helpful in searching for efficient algorithms to this problem. The study of communication complexity becomes a well-defined indepen dent area of complexity theory. In addition to a strong relation to several funda mental complexity measures (and so to several fundamental problems of com plexity theory) communication complexity has contributed to the study and to the understanding of the nature of determinism, nondeterminism, and random ness in algorithmics. There already exists a non-trivial mathematical machinery to handle the communication complexity of concrete computing problems, which gives a hope that the approach based on communication complexity will be in strumental in the study of several central open problems of recent complexity theory.

Communication Complexity

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Release : 2020-02-20
Genre : Computers
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Book Rating : 019/5 ( reviews)

Communication Complexity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Communication Complexity write by Anup Rao. This book was released on 2020-02-20. Communication Complexity available in PDF, EPUB and Kindle. Communication complexity is the mathematical study of scenarios where several parties need to communicate to achieve a common goal, a situation that naturally appears during computation. This introduction presents the most recent developments in an accessible form, providing the language to unify several disjoint research subareas. Written as a guide for a graduate course on communication complexity, it will interest a broad audience in computer science, from advanced undergraduates to researchers in areas ranging from theory to algorithm design to distributed computing. The first part presents basic theory in a clear and illustrative way, offering beginners an entry into the field. The second part describes applications including circuit complexity, proof complexity, streaming algorithms, extension complexity of polytopes, and distributed computing. Proofs throughout the text use ideas from a wide range of mathematics, including geometry, algebra, and probability. Each chapter contains numerous examples, figures, and exercises to aid understanding.

Structural Information and Communication Complexity

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Release : 2021-06-19
Genre : Computers
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Book Rating : 276/5 ( reviews)

Structural Information and Communication Complexity - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Structural Information and Communication Complexity write by Tomasz Jurdziński. This book was released on 2021-06-19. Structural Information and Communication Complexity available in PDF, EPUB and Kindle. This book constitutes the refereed conference proceedings of the 28th International Colloquium on Structural Information and Communication Complexity, SIROCCO 2021, held in Wrocław, Poland, in June 2021. Due to COVID-19, the conference will be held online. The 20 full papers presented in this book were carefully reviewed and selected from 48 submissions. The papers are solicited from all areas of study of local structural knowledge and global communication and computational complexities. Among the typical areas are distributed computing, communication networks, game theory, parallel computing, social networks, mobile computing

Communication Complexity and Parallel Computing

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Release : 19??
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Book Rating : /5 ( reviews)

Communication Complexity and Parallel Computing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Communication Complexity and Parallel Computing write by Juraj Hromkovič. This book was released on 19??. Communication Complexity and Parallel Computing available in PDF, EPUB and Kindle.

Communication Complexity and Parallel Computing

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Release : 2000
Genre : Computational complexity
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Book Rating : 368/5 ( reviews)

Communication Complexity and Parallel Computing - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Communication Complexity and Parallel Computing write by Juraj Hromkovič (Informatiker). This book was released on 2000. Communication Complexity and Parallel Computing available in PDF, EPUB and Kindle.