2007 · 15 citations · 17 references
ComputingComputer ScienceComputer SystemsComputer NetworksDigital CommunicationDistributed SystemsCachingPeer-to-peer NetworksPeer-to-peer SystemsChurn RateEnd-user ExperienceFlashbackPeer-to-peer ArchitecturesPeer-to-peer ComputingPeer-to-peer InteractionPeer-to-peer ProtocolsTit-for-tat Competition
We present Flashback, a ready-to-use system for scalably handling large unexpected traffic spikes on web-sites. Unlike previous systems, our approach does not rely on any intermediate nodes to cache content. Instead, the clients (browsers) create a dynamic, self-scaling peer-to-peer (P2P) Web-server that grows and shrinks according to the load. This approach translates into a challenging problem - a P2P data exchange protocol that can operate in churn rates where more than 90% of peers can leave the overlay in under 10 seconds. This is at least an order of magnitude higher churn rate than previously addressed research. Additionally, our system operates under two strict constraints - users are assured that they upload only as much as they download and second, end-user browsing experience is preserved, i.e., low latency downloads and zero configuration or download of any software. Various innovations were required to meet these challenges. Key among them are (a) A TCP-friendly, UDP protocol (Roulette) for tit-for-tat data exchange under extreme churn, (b) A novel data structure (NOIS) for partial-data management and (c) A distributed hole-punching protocol for automatic NAT traversal. Experimental results show the effectiveness and near optimal scaling of Flashback. For a Web-server (and clients) running on a DSL-like connection, end-user latency increases only one second for every doubling in Web-server load.
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Miguel Castro, Peter Druschel, Anne-Marie Kermarrec et al. · ACM SIGOPS Operating Systems Review · 2003 · 1.3K citations
Skip lists: a probabilistic alternative to balanced trees
William Pugh · Communications of the ACM · 1990 · 1.2K citations · Full text
Miguel Castro, Peter Druschel, Anne-Marie Kermarrec et al. · 2003 · 787 citations
Understanding churn in peer-to-peer networks
Daniel Stutzbach, Reza Rejaie · 2006 · 741 citations
A survey of web caching schemes for the Internet
Jia Wang · ACM SIGCOMM Computer Communication Review · 1999 · 683 citations · Full text