Data Stream Management(1st Edition)
Authors:
Lukasz Golab, M. Tamer Ozsu
In Stock
Shipment time
Expected shipping within 2 DaysPopular items with books
Total Price:
$0
Solution Manual Includes
Price:
$9.99
Book details
ISBN: 3031007093, 978-3031007095
Book publisher: Springer
Book Summary: Many Applications Process High Volumes Of Streaming Data, Among Them Internet Traffic Analysis, Financial Tickers, And Transaction Log Mining. In General, A Data Stream Is An Unbounded Data Set That Is Produced Incrementally Over Time, Rather Than Being Available In Full Before Its Processing Begins. In This Lecture, We Give An Overview Of Recent Research In Stream Processing, Ranging From Answering Simple Queries On High-speed Streams To Loading Real-time Data Feeds Into A Streaming Warehouse For Off-line Analysis. We Will Discuss Two Types Of Systems For End-to-end Stream Processing: Data Stream Management Systems (DSMSs) And Streaming Data Warehouses (SDWs). A Traditional Database Management System Typically Processes A Stream Of Ad-hoc Queries Over Relatively Static Data. In Contrast, A DSMS Evaluates Static (long-running) Queries On Streaming Data, Making A Single Pass Over The Data And Using Limited Working Memory. In The First Part Of This Lecture, We Will Discuss Research Problems In DSMSs, Such As Continuous Query Languages, Non-blocking Query Operators That Continually React To New Data, And Continuous Query Optimization. The Second Part Covers SDWs, Which Combine The Real-time Response Of A DSMS By Loading New Data As Soon As They Arrive With A Data Warehouse's Ability To Manage Terabytes Of Historical Data On Secondary Storage. Table Of Contents: Introduction / Data Stream Management Systems / Streaming Data Warehouses / Conclusions
Frequently Bought Together
Health Care Finance Basic Tools For Nonfinancial Managers - 2nd Edition
Judith Baker
ISBN: 0763726605, 9780763726607
$0 $19.73
Advertising: An Integrated Marketing Communication - 4th Edition
George E. Belch
ISBN: 1760422991, 978-1760422998
$0 $150.00
Statistics For Managers Using Microsoft Excel - 9th Edition
David M. Levine
ISBN: 0135969859, 978-0135969854
$0 $248.81
Staffing Organizations - 9th edition
Herbert G Heneman III
ISBN: 1259756559, 1259756556, 978-1259756559
$0 $296.98
Advertising And Promotion An Integrated Marketing Communications Perspective - 6th Edition
Michael A. Guolla
ISBN: 1259272301, 9781259272301
$0 $180.00
Selected Writings - Later Printing Used Edition
Guillaume Apollinaire
ISBN: 0811200035, 978-0811200035
$0 $11.99