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Keywords
(9)
Distributed Computing
Distributed System
Incremental Computation
Iterative Algorithm
Keyword Search
Matrix Equation
P2p Networks
Peertopeer Computing
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(3)
Computing PageRank in a Distributed Internet Search System
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Local methods for estimating pagerank values
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Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks
Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks,10.1023/B:GRID.0000035202.38582.c8,Journal of Grid Computing,Karthikey
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Pagerank Computation and Keyword Search on Distributed Systems and P2P Networks
(
Citations: 11
)
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Karthikeyan Sankaralingam
,
Madhulika Yalamanchi
,
Simha Sethumadhavan
,
James C. Browne
This paper presents a fully distributed computation for Google's pagerank algorithm. The computation is based on solution of the
matrix equation
defining pageranks by a distributed implementation of asynchronous iteration. Pageranks for the documents stored on a web server or on a host in a
peertopeer network
are computed in place and stored with the documents. The matrix is never assembled and no crawls of the web are required. Continuously accurate pageranks are enabled by
incremental computation
of pageranks for documents as they are inserted onto a network storage host and incremental recomputation of pageranks when documents are deleted. Intrahost and intradomain dominance of document link structure is naturally exploited by the distributed asynchronous iteration algorithm.
Journal:
Journal of Grid Computing  GRID
, vol. 1, no. 3, pp. 291307, 2003
DOI:
10.1023/B:GRID.0000035202.38582.c8
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Citation Context
(9)
...Sankaralingam et al. [
56
] presented a P2P algorithm in which the PR computation is performed at the network level, with peers constantly updating the scores of their local pages and sending these updated values through the network...
Josiane Xavier Parreira
,
et al.
The Juxtaposed approximate PageRank method for robust PageRank approxi...
...In fact, distributed algorithms for power iteration and other spectral analyses have received quite some attention in prior research, most notably for but not limited to Webgraph link analysis [20, 11, 1, 17, 21,
16
, 7, 15]...
...In [
16
], Sankaralingam et al. presented a P2P algorithm in which the PageRank computation is performed at the network level, with peers constantly updating the scores of their local pages and sending these updated values through the network...
Mauro Sozio
,
et al.
Good Guys vs. Bad Guys: Countering Cheating in PeertoPeer Authority ...
...In [
28
], Sankaralingam et al. presented a P2P algorithm in which the PageRank computation is performed at the network level, with peers constantly updating the scores of their local pages and sending these updated values through the network...
Josiane Xavier Parreira
,
et al.
Efficiently Handling Dynamics in Distributed Link Based Authority Anal...
...In [
34
], Sankaralingam et al. presented a P2P algorithm in which the PR computation is performed at the network level, with peers constantly updating the scores of their local pages and sending these updated values through the network...
Josiane Xavier Parreira
,
et al.
Efficient and Decentralized PageRank Approximation in a PeertoPeer W...
...These formulations have been proposed to extend Desktop Grids beyond embarrassingly parallel applications and support parallel iterative applications, such as computing the lowest eigenvalue and eigenvector of stochastic matrices for Google pageranks [
33
] and solving linear systems [18]...
Zhen Li
,
et al.
A Decentralized Computational Infrastructure for GridBased Parallel A...
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Citations
(11)
The Juxtaposed approximate PageRank method for robust PageRank approximation in a peertopeer web search network
(
Citations: 7
)
Josiane Xavier Parreira
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