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Performance Evaluation of Gossiping Algorithm
In Distributed System
Marjia Ahmed Jui (090232)
Nazmul Hossain Bilash (090236)
03 April, 2013
Distributed Systems
Data Transmission
Gossiping Algorithm
Gossip based Randomized Algorithm
Gossip based Perfect knowledge algorithm
Gossip based Proposed Virtual tree algorithm.
OverviewOverview
2/16
Non-centralized interconnected network, sub networks.
Processing & databases are distributed .
Communicate with one another to compute some value.
Distributed SystemsDistributed Systems
3/16
 Many Algorithms used for transmitting data.
 Epidemic Routing Algorithm:
Fig: Message delivery from node S to D
Data TransmissionData Transmission
4/16
 Simple and easy to deploy
 It refers –
Exchange mechanism
Network components- source of information.
Capable of information transfer.
Scalability.
Gossiping AlgorithmGossiping Algorithm
5/16
 Gossip-based Algorithm-
 Randomized algorithm
Perfect knowledge algorithm
Proposed Virtual tree algorithm
Continue…Continue…
6/16
 Nodes are selected randomly
Fig: Randomized algorithm redundancy example
Randomized AlgorithmRandomized Algorithm
7/16
 Dynamic knowledge
 No waste of transmissions.
 Very expensive ,difficult for synchronization & replication.
Perfect Knowledge Algorithm
8/16
Fig: Propagating information in a network
Continue….Continue….
9/16
Continue…Continue…
10/16
Fig: Node update process in case of perfect knowledge algorithm
 Propagates information to all nodes using virtual tree.
 To reduce redundant transmissions.
 Creates a tree structure that forms a real world network.
Virtual Tree AlgorithmVirtual Tree Algorithm
11/16
Fig: Communication path for the network of 32 nodes
Continues…Continues…
12/16
Continues…Continues…
13/16
Virtual Tree Algorithm
14/16
 Used for –
Data aggregation
Resource allocation.
Propagating information
Reduce redundant transmission
 To create a tree structure, comparable real world network.
 Evaluate the performance for node failures .
 To measure actual latency & throughput.
 Mobile ad-hoc networks and handle failures of individual
mobile nodes.
Problems of GossipingGossiping Algorithm :
15/16
ReferenceReference
16/16
 Reetu Dhar , “PERFORMANCE EVALUATION OF
GOSSIPING ALGORITHMS ,“ Southern Connecticut State
University ,2009.
Thank You
Any Questions?

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Seminar presentation final