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20240329122006.0 |
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200523s2020 xx o ||| 0 eng d |
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|a EBLCP
|b eng
|c EBLCP
|d REDDC
|d OCLCF
|d OCLCQ
|d OCLCO
|d OCLCQ
|d OCLCL
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| 020 |
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|a 9781119597933
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|a 1119597935
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| 035 |
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|a (OCoLC)1155316831
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|a QA76.9.B45
|b .R995 2020
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|a 005.7
|2 23
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Ryzko, Dominik.
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| 245 |
1 |
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|a Modern Big Data Architectures
|h [electronic resource] :
|b A Multi-Agent Systems Perspective.
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2020.
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| 300 |
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|a 1 online resource (222 p.)
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| 500 |
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|a Description based upon print version of record.
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0 |
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|a Intro -- LIST OF FIGURES -- LIST OF TABLES -- PREFACE -- ACKNOWLEDGMENTS -- ACRONYMS -- 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
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| 505 |
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|a 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
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| 505 |
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|a 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
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
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0 |
|a Big data.
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| 650 |
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6 |
|a Données volumineuses.
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| 650 |
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7 |
|a Big data
|2 fast
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| 758 |
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|i has work:
|a Modern big data architectures (Text)
|1 https://id.oclc.org/worldcat/entity/E39PCGCYJvFjKDjf6JGKyCj7Xm
|4 https://id.oclc.org/worldcat/ontology/hasWork
|
| 776 |
0 |
8 |
|i Print version:
|a Ryzko, Dominik
|t Modern Big Data Architectures : A Multi-Agent Systems Perspective
|d Newark : John Wiley & Sons, Incorporated,c2020
|z 9781119597841
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| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6173712
|z Texto completo
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| 938 |
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|a ProQuest Ebook Central
|b EBLB
|n EBL6173712
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| 994 |
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|a 92
|b IZTAP
|
