Balanced-replication algorithms for distribution trees

Edith Cohen, Haim Kaplan

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

In many Internet applications, requests for a certain object are routed bottom-upover a tree where the root of the tree is the node containing the object. When an object becomes popular, the root node of the tree may become a hotspot. Therefore many applications allow intermediate nodes to acquire the ability to serve the requests, for example by caching the object. We call such distinguished nodes primed. We propose and analyse different algorithms where nodes decide when to become primed; these algorithms balance the maximum load on a node and the number of primed nodes. Many applications require both fully distributed decisions and smooth convergence to a stable set of primed nodes. We first present optimal algorithms which require communication across the tree. We then consider the natural previously proposed THRESHOLD algorithm, where a node becomes primed when the incoming flow of requests exceeds a threshold. We show examples where THRESHOLD exhibits undesirable behavior during convergence. Finally, we propose another fully distributed algorithm, GAP, which converges gracefully.

Original languageEnglish
Title of host publicationAlgorithms - ESA 2002 - 10th Annual European Symposium, Proceedings
EditorsRolf Möhring, Rajeev Raman
PublisherSpringer Verlag
Pages297-309
Number of pages13
ISBN (Electronic)3540441808, 9783540441809
DOIs
StatePublished - 2002
Event10th Annual European Symposium on Algorithms, ESA 2002 - Rome, Italy
Duration: 17 Sep 200221 Sep 2002

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume2461
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference10th Annual European Symposium on Algorithms, ESA 2002
Country/TerritoryItaly
CityRome
Period17/09/0221/09/02

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