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LEADER 00000cam a2200721 i 4500
003 OCoLC
005 20240129213017.0
006 m o d
007 cr |||||||||||
008 200130s2020 njua ob 001 0 eng
010 2020004364
020 1119597935|q(electronic publication)
020 9781119597940|q(adobe electronic book)
020 1119597943|q(adobe electronic book)
020 9781119597926|q(electronic book)
020 1119597927|q(electronic book)
020 9781119597933|q(electronic bk.)
020 |q(hardcover)
020 |q(hardcover)
029 1 AU@|b000067018503
029 1 AU@|b000068857164
029 1 AU@|b000072394046
029 1 AU@|b000073969060
035 (OCoLC)1150303970
037 BEA52739-138C-4195-BC35-640F1EED0C08|bOverDrive, Inc.
|nhttp://www.overdrive.com
040 DLC|beng|erda|epn|cDLC|dDG1|dOCLCO|dYDX|dEBLCP|dUKAHL
|dOCLCQ|dYDX|dN$T|dOCLCF|dRECBK|dOCLCQ|dOCLCO|dCOO|dOCLCO
|dTEFOD|dOCLCQ|dOCLCO
042 pcc
049 INap
082 00 005.7
082 00 005.7|223
099 eBook O'Reilly for Public Libraries
100 1 Ryżko, Dominik,|eauthor.
245 10 Modern big data architectures :|ba multi-agent systems
perspective /|cDominik Ryżko.|h[O'Reilly electronic
resources]
264 1 Hoboken, NJ :|bJohn Wiley & Sons, Inc.,|c[2020]
300 1 online resource :|billustrations
336 text|btxt|2rdacontent
337 computer|bn|2rdamedia
338 online resource|bnc|2rdacarrier
504 Includes bibliographical references and index.
505 0 CHAPTER 1: Introduction -- 1.1 Motivation -- 1.2
Assumptions -- 1.3 For Whom Is This Book? -- 1.4 Book
Structure -- CHAPTER 2: Evolution of IT Architectures and
Paradigms -- 2.1 Evolution of IT Architectures -- 2.2
Actors and Agents -- 2.3 From ACID to BASE, CAP, and NoSQL
-- The Database (R)evolution -- 2.4 The Cloud -- 2.5 From
Distributed Sensor Networks to the Internet of Things and
Cyber-Physical Systems -- 2.6 The Rise of Big Data --
CHAPTER 3: Sources of Data -- 3.1 The Internet
505 0 3.2 Scientific Data -- 3.3 Industrial Data -- 3.4 Internet
of Things -- CHAPTER 4: Big Data Tasks -- 4.1 Recommender
Systems -- 4.2 Search -- 4.3 Ad-tech and RTB Algorithms --
4.4 Cross-Device Graph Generation -- 4.5 Forecasting and
Prediction Systems -- 4.6 Social Media Big Data -- 4.7
Anomaly and Fraud Detection -- 4.8 New Drug Discovery --
4.9 Smart Grid Control and Monitoring -- 4.10 IoT and Big
Data Applications -- CHAPTER 5: Cloud Computing -- 5.1
Cloud Enabled Architectures -- 5.2 Agents and the Cloud --
CHAPTER 6: Big Data Architectures -- 6.1 Big Data
Computation Models
505 0 6.2 Publish-Subscribe Systems -- 6.3 Stream Processing --
6.4 Higer Level Big Data Architectures -- 6.5 Industry and
Other Approaches -- 6.6 Actor and Agent-Based Big Data
Architectures -- CHAPTER 7: Big Data Analytics, Mining,
and Machine Learning -- 7.1 To SQL or Not to SQL -- 7.2
Big Data Mining and Machine Learning -- CHAPTER 8:
Physically Distributed Systems -- Mobile Cloud, Internet
of Things, Edge Computing -- 8.1 Mobile Cloud -- 8.2 Edge
and Fog Computing -- 8.3 Internet of Things -- CHAPTER 9:
Summary -- BIBLIOGRAPHY -- INDEX -- END USER LICENSE
AGREEMENT
520 "This book describes modern concepts and architectures for
big data processing and analytics. It shows how data sets
are produced and how they can be utilized to bring value
in various branches of industry and science. It elaborates
on how to apply common computational models and state of
the art architectures to accomplish these tasks. Each
chapter provides practical examples while describing
solutions, which are universal and generic enough to be
applicable in a wide variety of use cases. What is unique
to this work, is the joint analysis of big data and multi-
agent systems, with respect to distributed, intelligent
processing of very large data sets. It is argued that we
have arrived at the point of convergence of the base
concepts of agent, actor, micro-service etc. and we can
take the best from both fields in order to build next
generation of systems"--|cProvided by publisher
588 0 Online resource; title from digital title page (viewed on
May 14, 2020).
590 O'Reilly|bO'Reilly Online Learning: Academic/Public
Library Edition
650 0 Big data.
650 0 Computer architecture.
650 0 Multiagent systems.
650 6 Données volumineuses.
650 6 Ordinateurs|xArchitecture.
650 6 Systèmes multiagents (Intelligence artificielle)
650 7 Big data|2fast
650 7 Computer architecture|2fast
650 7 Multiagent systems|2fast
776 08 |iPrint version:|aRyżko, Dominik.|tModern big data
architectures.|bFirst edition.|dHoboken, New Jersey : John
Wiley & Sons, Inc., [2020]|z9781119597841|w(DLC)
2020004363
856 40 |uhttps://ezproxy.naperville-lib.org/login?url=https://
learning.oreilly.com/library/view/~/9781119597841/?ar
|zAvailable on O'Reilly for Public Libraries
938 Askews and Holts Library Services|bASKH|nAH36964296
938 ProQuest Ebook Central|bEBLB|nEBL6173712
938 EBSCOhost|bEBSC|n2436327
938 Recorded Books, LLC|bRECE|nrbeEB00831066
938 YBP Library Services|bYANK|n301215709
994 92|bJFN