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2022 (28)

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Book
Concurrent Crash-Prone Shared Memory Systems : A Few Theoretical Notions
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ISBN: 3031792130 3031792017 3031792254 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

Theory is what remains true when technology is changing. So, it is important to know and master the basic concepts and the theoretical tools that underlie the design of the systems we are using today and the systems we will use tomorrow. This means that, given a computing model, we need to know what can be done and what cannot be done in that model. Considering systems built on top of an asynchronous read/write shared memory prone to process crashes, this monograph presents and develops the fundamental notions that are universal constructions, consensus numbers, distributed recursivity, power of the BG simulation, and what can be done when one has to cope with process anonymity and/or memory anonymity. Numerous distributed algorithms are presented, the aim of which is being to help the reader better understand the power and the subtleties of the notions that are presented. In addition, the reader can appreciate the simplicity and beauty of some of these algorithms.


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A Quantum Computation Workbook
Authors: ---
ISBN: 9783030912147 9783030912130 9783030912154 9783030912161 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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Teaching quantum computation and information is notoriously difficult, because it requires covering subjects from various fields of science, organizing these subjects consistently in a unified way despite their tendency to favor their specific languages, and overcoming the subjects’ abstract and theoretical natures, which offer few examples of actual realizations. In this book, we have organized all the subjects required to understand the principles of quantum computation and information processing in a manner suited to physics, mathematics, and engineering courses as early as undergraduate studies.In addition, we provide a supporting package of quantum simulation software from Wolfram Mathematica, specialists in symbolic calculation software. Throughout the book’s main text, demonstrations are provided that use the software package, allowing the students to deepen their understanding of each subject through self-practice. Readers can change the code so as to experiment with their own ideas and contemplate possible applications. The information in this book reflects many years of experience teaching quantum computation and information. The quantum simulation-based demonstrations and the unified organization of the subjects are both time-tested and have received very positive responses from the students who have experienced them.


Book
Computer Information Systems and Industrial Management : 21st International Conference, CISIM 2022, Barranquilla, Colombia, July 15–17, 2022, Proceedings
Authors: ---
ISBN: 3031105389 3031105397 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book constitutes the proceedings of the 21st International Conference on Computer Information Systems and Industrial Management Applications, CISIM 2022, held in Barranquilla, Colombia, in July 2022. The 28 papers presented together with 3 keynotes were carefully reviewed and selected from 68 submissions. The main topics covered by the chapters in this book are biometrics, security systems, multimedia, classification and clustering, and industrial management as well as interesting papers on computer information systems as applied to wireless networks, computer graphics, and intelligent systems.


Book
Algorithms and Discrete Applied Mathematics
Authors: --- ---
ISBN: 9783030950187 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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This book constitutes the proceedings of the 8th International Conference on Algorithms and Discrete Applied Mathematics, CALDAM 2022, which was held in Puducherry, India, during February 10-12, 2022. The 24 papers presented in this volume were carefully reviewed and selected from 80 submissions. The papers were organized in topical sections named: graph theory, graph algorithms, computational geometry, algorithms and optimization.


Book
A Quantum Computation Workbook
Authors: ---
ISBN: 9783030912147 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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Abstract

Teaching quantum computation and information is notoriously difficult, because it requires covering subjects from various fields of science, organizing these subjects consistently in a unified way despite their tendency to favor their specific languages, and overcoming the subjects’ abstract and theoretical natures, which offer few examples of actual realizations. In this book, we have organized all the subjects required to understand the principles of quantum computation and information processing in a manner suited to physics, mathematics, and engineering courses as early as undergraduate studies.In addition, we provide a supporting package of quantum simulation software from Wolfram Mathematica, specialists in symbolic calculation software. Throughout the book’s main text, demonstrations are provided that use the software package, allowing the students to deepen their understanding of each subject through self-practice. Readers can change the code so as to experiment with their own ideas and contemplate possible applications. The information in this book reflects many years of experience teaching quantum computation and information. The quantum simulation-based demonstrations and the unified organization of the subjects are both time-tested and have received very positive responses from the students who have experienced them.


Book
Algorithms and Discrete Applied Mathematics : 8th International Conference, CALDAM 2022, Puducherry, India, February 10–12, 2022, Proceedings
Authors: ---
ISBN: 3030950174 3030950182 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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Abstract

This book constitutes the proceedings of the 8th International Conference on Algorithms and Discrete Applied Mathematics, CALDAM 2022, which was held in Puducherry, India, during February 10-12, 2022. The 24 papers presented in this volume were carefully reviewed and selected from 80 submissions. The papers were organized in topical sections named: graph theory, graph algorithms, computational geometry, algorithms and optimization.


Book
Computing and Combinatorics : 28th International Conference, COCOON 2022, Shenzhen, China, October 22–24, 2022, Proceedings
Authors: --- ---
ISBN: 3031221052 3031221044 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,


Book
Algorithms for Big Data : DFG Priority Program 1736
Authors: --- --- ---
ISBN: 3031215346 3031215338 Year: 2022 Publisher: Cham : Springer Nature Switzerland : Imprint: Springer,

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This open access book surveys the progress in addressing selected challenges related to the growth of big data in combination with increasingly complicated hardware. It emerged from a research program established by the German Research Foundation (DFG) as priority program SPP 1736 on Algorithmics for Big Data where researchers from theoretical computer science worked together with application experts in order to tackle problems in domains such as networking, genomics research, and information retrieval. Such domains are unthinkable without substantial hardware and software support, and these systems acquire, process, exchange, and store data at an exponential rate. The chapters of this volume summarize the results of projects realized within the program and survey-related work. This is an open access book.


Book
On the Epistemology of Data Science : Conceptual Tools for a New Inductivism
Author:
ISBN: 3030864421 3030864413 Year: 2022 Publisher: Cham : Springer International Publishing : Imprint: Springer,

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This book addresses controversies concerning the epistemological foundations of data science: Is it a genuine science? Or is data science merely some inferior practice that can at best contribute to the scientific enterprise, but cannot stand on its own? The author proposes a coherent conceptual framework with which these questions can be rigorously addressed. Readers will discover a defense of inductivism and consideration of the arguments against it: an epistemology of data science more or less by definition has to be inductivist, given that data science starts with the data. As an alternative to enumerative approaches, the author endorses Federica Russo’s recent call for a variational rationale in inductive methodology. Chapters then address some of the key concepts of an inductivist methodology including causation, probability and analogy, before outlining an inductivist framework. The inductivist framework is shown to be adequate and useful for an analysis of the epistemological foundations of data science. The author points out that many aspects of the variational rationale are present in algorithms commonly used in data science. Introductions to algorithms and brief case studies of successful data science such as machine translation are included. Data science is located with reference to several crucial distinctions regarding different kinds of scientific practices, including between exploratory and theory-driven experimentation, and between phenomenological and theoretical science. Computer scientists, philosophers and data scientists of various disciplines will find this philosophical perspective and conceptual framework of great interest, especially as a starting point for further in-depth analysis of algorithms used in data science. .


Book
Frontiers of Algorithmics
Authors: --- --- ---
ISBN: 9783030970994 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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This book constitutes the proceedings of the 15th International Workshop on Frontiers in Algorithmics, FAW 2021, held in conjunction with second International Joint Conference on Theoretical Computer Science (IJTCS 2021), as IJTCS-FAW 2021, in Beijing, China, in August 2021. The conference IJTCS-FAW 2021 was held in hybrid mode due to the COVID-19 pandemic. The 5 full papers presented in this volume were carefully reviewed and selected from 9 submissions. The joint conference provides a focused forum on Algorithmic Game Theory, Blockchain, Multi-agent Reinforcement Learning, Quantum Computation, Theory of Machine Learning, Machine Learning, Formal Method, Algorithm and Complexity, and EconCS.

Keywords

Computer algorithms. --- Algorithms --- Computer science—Mathematics. --- Discrete mathematics. --- Numerical analysis. --- Data structures (Computer science). --- Information theory. --- Computer engineering. --- Computer networks. --- Software engineering. --- Algorithms. --- Discrete Mathematics in Computer Science. --- Numerical Analysis. --- Data Structures and Information Theory. --- Computer Engineering and Networks. --- Software Engineering. --- Design and Analysis of Algorithms. --- Algorism --- Algebra --- Arithmetic --- Computer software engineering --- Engineering --- Communication systems, Computer --- Computer communication systems --- Data networks, Computer --- ECNs (Electronic communication networks) --- Electronic communication networks --- Networks, Computer --- Teleprocessing networks --- Data transmission systems --- Digital communications --- Electronic systems --- Information networks --- Telecommunication --- Cyberinfrastructure --- Electronic data processing --- Network computers --- Computers --- Communication theory --- Communication --- Cybernetics --- Information structures (Computer science) --- Structures, Data (Computer science) --- Structures, Information (Computer science) --- File organization (Computer science) --- Abstract data types (Computer science) --- Mathematical analysis --- Discrete mathematical structures --- Mathematical structures, Discrete --- Structures, Discrete mathematical --- Numerical analysis --- Foundations --- Distributed processing --- Design and construction --- Computer science --- Mathematics. --- Computer mathematics --- Mathematics

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