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» Large Scale P2P Distribution of Open-Source Software
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WWW
2011
ACM
14 years 4 months ago
Parallel boosted regression trees for web search ranking
Gradient Boosted Regression Trees (GBRT) are the current state-of-the-art learning paradigm for machine learned websearch ranking — a domain notorious for very large data sets. ...
Stephen Tyree, Kilian Q. Weinberger, Kunal Agrawal...
EUROPAR
2005
Springer
15 years 3 months ago
An Approach to Performance Prediction for Parallel Applications
Abstract. Accurately modeling and predicting performance for largescale applications becomes increasingly difficult as system complexity scales dramatically. Analytic predictive mo...
Engin Ipek, Bronis R. de Supinski, Martin Schulz, ...
SIGOPS
2010
171views more  SIGOPS 2010»
14 years 7 months ago
Cassandra: a decentralized structured storage system
Cassandra is a distributed storage system for managing very large amounts of structured data spread out across many commodity servers, while providing highly available service wit...
Avinash Lakshman, Prashant Malik
SERA
2007
Springer
15 years 3 months ago
Runtime Support for Advanced Component Concepts
Component-based development has become a recognized technique for building large scale distributed applications. Although the maturity of this technique, there appears to be quite...
Tomás Bures, Petr Hnetynka, Frantisek Plasi...
GECCO
2006
Springer
210views Optimization» more  GECCO 2006»
15 years 1 months ago
Clustering the heap in multi-threaded applications for improved garbage collection
Garbage collection can be a performance bottleneck in large distributed, multi-threaded applications. Applications may produce millions of objects during their lifetimes and may i...
Myra B. Cohen, Shiu Beng Kooi, Witawas Srisa-an