Algorithms for big data : DFG Priority Program 1736 / Hannah Bast, Claudius Korzen, Ulrich Meyer, Manuel Penschuck (eds.).

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...

Full description

Saved in:
Bibliographic Details
Other Authors: Bast, Hannah (Editor), Korzen, Claudius (Editor), Meyer, Ulrich (Editor), Penschuck, Manuel (Editor)
Format: eBook
Language:English
Published: Cham : Springer, 2022.
Series:Lecture notes in computer science ; 13201.
Subjects:
Online Access:Click for online access

MARC

LEADER 00000cam a2200000 i 4500
001 on1365384818
003 OCoLC
005 20240504213016.0
006 m o d
007 cr un|---aucuu
008 230125s2022 sz a o 001 0 eng d
040 |a GW5XE  |b eng  |e rda  |e pn  |c GW5XE  |d OCLCF  |d OCLCO 
020 |a 9783031215346  |q (electronic bk.) 
020 |a 3031215346  |q (electronic bk.) 
020 |z 9783031215339 
024 7 |a 10.1007/978-3-031-21534-6  |2 doi 
035 |a (OCoLC)1365384818 
050 4 |a QA76.9.A43 
072 7 |a UKN  |2 bicssc 
072 7 |a COM075000  |2 bisacsh 
072 7 |a UKN  |2 thema 
049 |a HCDD 
245 0 0 |a Algorithms for big data :  |b DFG Priority Program 1736 /  |c Hannah Bast, Claudius Korzen, Ulrich Meyer, Manuel Penschuck (eds.). 
264 1 |a Cham :  |b Springer,  |c 2022. 
300 |a 1 online resource (xiv, 285 pages) :  |b illustrations (some color). 
336 |a text  |b txt  |2 rdacontent 
337 |a computer  |b c  |2 rdamedia 
338 |a online resource  |b cr  |2 rdacarrier 
490 1 |a Lecture notes in computer science,  |x 1611-3349 ;  |v 13201 
505 0 |a Algorithms for Large and Complex Networks Algorithms for Large-scale Network Analysis and the NetworKit Toolkit -- Generating Synthetic Graph Data from Random Network Models -- Sampling Efficiency for the Link Assessment Problem -- A Custom Hardware Architecture for the Link Assessment Problem -- Graph-based Methods for Rational Drug Design -- Recent Advances in Practical Data Reduction -- Skeleton-based Clustering by Quasi-Threshold Editing -- The Space Complexity of Undirected Graph Exploration -- Algorithms for Big Data and their Applications Scalable Cryptography -- Distributed Data Streams -- Energy-Efficient Scheduling -- The GENO Software Stack -- Laue Algorithms for Big Data Problems in de Novo Genome Assembly -- Scalable Text Index Construction. Big Data, Scalability, Algorithms, Applications, Graphs, Networks, Parallelism, Distributed, Memory Hierarchy, Algorithm Engineering, Network Analysis, Random Graphs, Graph Clustering, Data Streams, Cryptography, Energy Efficiency, Text Indices. 
506 0 |a Open access.  |5 GW5XE 
520 |a 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. 
500 |a Includes author index. 
588 0 |a Online resource; title from PDF title page (SpringerLink, viewed January 25, 2023). 
650 0 |a Computer algorithms. 
650 0 |a Big data. 
650 7 |a algorithms.  |2 aat 
650 7 |a Big data  |2 fast 
650 7 |a Computer algorithms  |2 fast 
700 1 |a Bast, Hannah,  |e editor. 
700 1 |a Korzen, Claudius,  |e editor. 
700 1 |a Meyer, Ulrich,  |e editor.  |0 (orcid)0000-0002-1197-3153  |1 https://orcid.org/0000-0002-1197-3153 
700 1 |a Penschuck, Manuel,  |e editor.  |0 (orcid)0000-0003-2630-7548  |1 https://orcid.org/0000-0003-2630-7548 
830 0 |a Lecture notes in computer science ;  |v 13201.  |x 1611-3349 
856 4 0 |u https://holycross.idm.oclc.org/login?auth=cas&url=https://link.springer.com/10.1007/978-3-031-21534-6  |y Click for online access 
903 |a SPRING-COMP2022 
994 |a 92  |b HCD