Data stream management:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
[San Francisco, Calif.]
Morgan & Claypool
2010
|
| Series: | Synthesis lectures on data management
5 |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | VIII, 65 S. Ill., graph. Darst. |
| ISBN: | 9781608452729 |
Staff View
MARC
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Record in the Search Index
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|---|---|
| adam_text | vii
Contents
■■■■■■■:■■■:; ■:■. ■■.■.■-■. % ■ ■ ■ ■ . ■■
: :
.
Introduction
.................................................................1
1.1
Overview of Data Stream Management
.......................................1
1.2
Organization
...............................................................6
Data Stream Management Systems
............................................9
2.1
Preliminaries
...............................................................9
2.1.1
Stream Models
.......................................................9
2.1.2
Stream Windows
....................................................11
2.2
Continuous Query Semantics and Operators
.................................12
2.2.1
Semantics and Algebras
..............................................12
2.2.2
Operators
..........................................................13
2.2.3
Continuous Queries as Views
........................................17
2.2.4
Semantics of Relations in Continuous Queries
.........................18
2.3
Continuous Query Languages
..............................................19
2.3.1
Streams, Relations and Windows
.....................................19
2.3.2
User-Defined Functions
.............................................21
2.3.3
Sampling
...........................................................22
2.3.4
Summary
...........................................................22
2.4
Stream Query Processing
...................................................23
2.4.1
Scheduling
.........................................................23
2.4.2
Heartbeats and Punctuations
.........................................24
2.4.3
Processing Queries-As-Views and Negative Tuples
.....................26
2.5
Stream Query Optimization
................................................29
2.5.1
Static Analysis and Query Rewriting
..................................29
2.5.2
Operator Optimization
-
Join
........................................30
2.5.3
Operator Optimization
-
Aggregation
.................................31
viii CONTENTS
2.5.4
Multi-Query Optimization
...........................................33
2.5.5
Load Shedding and Approximation
...................................34
2.5.6
Load Balancing
.....................................................
^
2.5.7
Adaptive Query Optimization
........................................·
2.5.8
Distributed Query Optimization
......................................36
on
$
Streaming Data Warehouses
.................................·...............
3.1
Data Extraction, Transformation and Loading
................................
ù
3.2
Update Propagation
.......................................................
л о
3.3
Data Expiration
...........................................................
3.4
Update Scheduling
........................................................
43
3.5
Querying a Streaming Data Warehouse
......................................
4
Conclusions
................................................................47
Bibliography
................................................................49
Authors Biographies
........................................................
°5
|
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| isbn | 9781608452729 |
| language | English |
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| physical | VIII, 65 S. Ill., graph. Darst. |
| publishDate | 2010 |
| publishDateSearch | 2010 |
| publishDateSort | 2010 |
| publisher | Morgan & Claypool |
| record_format | marc |
| series | Synthesis lectures on data management |
| series2 | Synthesis lectures on data management |
| spelling | Golab, Lukasz Verfasser (DE-588)1207414689 aut Data stream management Lukasz Golab ; M. Tamer Özsu [San Francisco, Calif.] Morgan & Claypool 2010 VIII, 65 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Synthesis lectures on data management 5 Datenmanagement (DE-588)4213132-7 gnd rswk-swf Streaming Kommunikationstechnik (DE-588)4614855-3 gnd rswk-swf Streaming Kommunikationstechnik (DE-588)4614855-3 s Datenmanagement (DE-588)4213132-7 s DE-604 Özsu, M. Tamer 1951- Verfasser (DE-588)1071655159 aut Erscheint auch als Online-Ausgabe 978-1-608-45273-6 Synthesis lectures on data management 5 (DE-604)BV036766043 5 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=020682998&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Golab, Lukasz Özsu, M. Tamer 1951- Data stream management Synthesis lectures on data management Datenmanagement (DE-588)4213132-7 gnd Streaming Kommunikationstechnik (DE-588)4614855-3 gnd |
| subject_GND | (DE-588)4213132-7 (DE-588)4614855-3 |
| title | Data stream management |
| title_auth | Data stream management |
| title_exact_search | Data stream management |
| title_full | Data stream management Lukasz Golab ; M. Tamer Özsu |
| title_fullStr | Data stream management Lukasz Golab ; M. Tamer Özsu |
| title_full_unstemmed | Data stream management Lukasz Golab ; M. Tamer Özsu |
| title_short | Data stream management |
| title_sort | data stream management |
| topic | Datenmanagement (DE-588)4213132-7 gnd Streaming Kommunikationstechnik (DE-588)4614855-3 gnd |
| topic_facet | Datenmanagement Streaming Kommunikationstechnik |
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