Presentation 2006-05-18
An Improvement of Bloom-Filter-Based Index Dissemination in P2P Networks
Yusuke TAKAHASHI, Taisuke IZUMI, Toshimitsu MASUZAWA,
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Abstract(in English) A bloom filter is representation of data item indexes, which achives small memory requirement by allowing one-sided errors (false positive). Because of such feature, it is often used for lookup in P2P networks; in advance, each peer disserminates a bloom filter representing indexes of the data items it owns. Using the information in disserminated bloom filters as clue, each query can find a short path to its destination. In this paper, we propose an extension of bloom filter, called a Deterministic Decay Bloom Filter(DDBF), and a search method based on it. While the standard bloom filter suffers performance degradation caused by containing the information of too much data items when its dissermination range is large, the DDBF can circumvent such degradation caused by containing the information according to the distance between the filter holder and items holders, i.e., a DDBF contains the less information for faraway items and much information for nearby items. Then, we can reduce the amount of information aggregated by one peer,and can avoid the increase of error rate. We also show by simulation that our method can achieves better lookup performance than than the existing one.
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Keyword(in English) Bloom filter / P2P network / lookup problem
Paper # NS2006-21
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Committee NS
Conference Date 2006/5/11(1days)
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Registration To Network Systems(NS)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) An Improvement of Bloom-Filter-Based Index Dissemination in P2P Networks
Sub Title (in English)
Keyword(1) Bloom filter
Keyword(2) P2P network
Keyword(3) lookup problem
1st Author's Name Yusuke TAKAHASHI
1st Author's Affiliation Graduate School of Information Science and Technology, Osaka University()
2nd Author's Name Taisuke IZUMI
2nd Author's Affiliation Graduate School of Information Science and Technology, Osaka University
3rd Author's Name Toshimitsu MASUZAWA
3rd Author's Affiliation Graduate School of Information Science and Technology, Osaka University
Date 2006-05-18
Paper # NS2006-21
Volume (vol) vol.106
Number (no) 41
Page pp.pp.-
#Pages 4
Date of Issue