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Lehrstuhl Informatik III: Datenbanksysteme 24/06/22 StreamGlobe 1 StreamGlobe: P2P Stream Sharing Richard Kuntschke, Tobias Scholl, Bernhard Stegmaier, Alfons Kemper, and Angelika Reiser Fakultät für Informatik Technische Universität München Germany

StreamGlobe: P2P Stream Sharing

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StreamGlobe: P2P Stream Sharing. Richard Kuntschke , Tobias Scholl, Bernhard Stegmaier, Alfons Kemper, and Angelika Reiser Fakultät für Informatik Technische Universität München Germany. Publish & Subscribe in a P2P Network. Traditional Approach without Stream Sharing. - PowerPoint PPT Presentation

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Page 1: StreamGlobe: P2P Stream Sharing

Lehrstuhl Informatik III: Datenbanksysteme

22/04/23 StreamGlobe 1

StreamGlobe:P2P Stream Sharing

Richard Kuntschke, Tobias Scholl, Bernhard Stegmaier, Alfons Kemper, and Angelika Reiser

Fakultät für InformatikTechnische Universität MünchenGermany

Page 2: StreamGlobe: P2P Stream Sharing

22/04/23 StreamGlobe 2

Lehrstuhl Informatik III: Datenbanksysteme

Publish & Subscribe in a P2P Network

Super-Peer BackboneQuery 1

Stream 0

Publish

Subscribe

Page 3: StreamGlobe: P2P Stream Sharing

22/04/23 StreamGlobe 3

Lehrstuhl Informatik III: Datenbanksysteme

Traditional Approach without Stream Sharing

Super-Peer BackboneQuery 1

Query 2 Query 3

Query 4

Stream 0

Deficiencies of traditionalapproach:• Redundant transmission of data streams• Redundant execution of stream transforming operators• Transmission of unnecessary data

Increased network traffic Increased peer load

Page 4: StreamGlobe: P2P Stream Sharing

22/04/23 StreamGlobe 4

Lehrstuhl Informatik III: Datenbanksysteme

StreamGlobe Approach using Stream Sharing

Super-Peer BackboneQuery 1

Query 2 Query 3

Query 4

Stream 0

Benefits of StreamGlobeapproach:• Stream sharing avoids redundant data stream transmissions• Sharing computational results avoids redundant computations• Early filtering and aggregation avoid unnecessary transmissions

Reduced network traffic Reduced peer load

Page 5: StreamGlobe: P2P Stream Sharing

22/04/23 StreamGlobe 5

Lehrstuhl Informatik III: Datenbanksysteme

Demonstration Outline Publish & Subscribe to data streams in a Grid-based P2P

Data Stream Management System Optimization using data stream sharing Prevention of overload situations Throughput experiments Various network topologies and scenarios Real astrophysical data (ROSAT All Sky Survey (RASS) and

others)

Vela Supernova

Remnant

RXJ0852.0-4622 Supernova Remnant

Page 6: StreamGlobe: P2P Stream Sharing

22/04/23 StreamGlobe 6

Lehrstuhl Informatik III: Datenbanksysteme

Demonstration Times

Group 2: P2P Based Systems Tuesday 14:00-15:30 Thursday 14:00-15:30