Algorithms for big data : DFG priority program 1736

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 fo...

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Hlavní autor: Bast, Hannah
Médium: E-kniha Kniha
Jazyk:angličtina
Vydáno: Cham Springer 2022
Springer Nature
Goethe-Universitat Frankfurt am Main
Vydání:1
Edice:Lecture Notes in Computer Science
Témata:
Algorithms
Algorithms and data structures
Computer hardware
Computer networks
computer programming
Computer programming / software engineering
Computer science
Computer science—Mathematics
computer systems
Computing and Information Technology
Data structures (Computer science)
directed graphs
distributed computer systems
distributed systems
engineering
graph theory
graphic methods
Information theory
internet
Mathematical theory of computation
mathematics
microprocessor chips
Network hardware
network protocols
parallel processing systems
processors
signal processing
telecommunication systems
theoretical computer science
ISBN:3031215338, 9783031215339, 9783031215346, 3031215346
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Popis
Shrnutí: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.
Bibliografie:Includes bibliographical references and index
ISBN:3031215338
9783031215339
9783031215346
3031215346
DOI:10.1007/978-3-031-21534-6