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Load Balancing for Multimedia Streaming in Heterogeneous Peer-to-Peer Systems Kalman Graffi, Sebastian Kaune, Konstantin Pussep, Aleksandra Kovacevic, Ralf Steinmetz
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Introduction to P2P Multimedia Streaming ,[object Object],[object Object],[object Object],[object Object],Streaming   Architecture
Model of Content Block based Streaming ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],MM content  C B1 B2 B3 B4 B5 B5 B4 B3 B2 B1 B5 B4 B3 B2 B1 Demand Set W i Owner Set H i P1 P2 P3 P4 P5 P6 P7 P1 P2 P3 P4 P5 P6 P7
Matching Problem ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],P3 P4 P5 P3 P4 P5 P1 P2 P6 P7 Block i Requester Block i Provider Block i Requester Block i Provider P1 P2 P6 P7
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Requirements on the Architecture Design ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Main Idea of the Solution ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Distributed Hybrid System Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],P3 P4 P5 Block 3 requester Block 3 provider P1 P2 P6 P7 DHT 10 Responsible for block 3 Peer Qual./Load P1 P2 P6 ok goodweak ok P7
Distributed Hybrid System Architecture ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],DHT 10 Responsible for block 3 Peer Qual./Load P1 P2 P6 ok goodweak ok P7 Get provider for block 3 Provider to use: peer 2
Task Allocation using a Scoring Function ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Simulation Setup and Metrics ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Finding suitable Parameter Settings ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],77% 62% 56% 62% 65% Profit 5% 15% 25% 35% 45% α 2  / LT 45% 35% 25% 15% 5% α 1  / AT setup5 setup4 setup3 setup2 setup1
Improved Load Balance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Tradeoff between Costs and Performance ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Outline ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conclusion ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Further Questions ? Peers α β λ μ Parameters f( α ,  β )=…= x g( λ ,  μ )=…=y h( α ,  λ )=…=z Models Interpreted state Architecture Information Management Architecture Analysis, Modeling and Interpretation Using Info. to Gain Efficiency
Distributed Hybrid System Architecture DHT 10 Verantwortlich für die Ress. X Peer Qual./Last P1 P2 P6 0.7 0.9 0.2 0.5 P7 Anbieter für Ressource X ? Zu verwendender Anbieter: Knoten 2

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ACM NOSSDAV 2008 - Kalman Graffi - Load Balancing for Multimedia Streaming in Heterogeneous Peer-to-Peer Systems

  • 1. Load Balancing for Multimedia Streaming in Heterogeneous Peer-to-Peer Systems Kalman Graffi, Sebastian Kaune, Konstantin Pussep, Aleksandra Kovacevic, Ralf Steinmetz
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  • 19. Further Questions ? Peers α β λ μ Parameters f( α , β )=…= x g( λ , μ )=…=y h( α , λ )=…=z Models Interpreted state Architecture Information Management Architecture Analysis, Modeling and Interpretation Using Info. to Gain Efficiency
  • 20. Distributed Hybrid System Architecture DHT 10 Verantwortlich für die Ress. X Peer Qual./Last P1 P2 P6 0.7 0.9 0.2 0.5 P7 Anbieter für Ressource X ? Zu verwendender Anbieter: Knoten 2

Editor's Notes

  1. | | November 19, 2007