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WWW
2011
ACM
13 years 1 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...
IPPS
2007
IEEE
14 years 1 months ago
Nonuniformly Communicating Noncontiguous Data: A Case Study with PETSc and MPI
Due to the complexity associated with developing parallel applications, scientists and engineers rely on highlevel software libraries such as PETSc, ScaLAPACK and PESSL to ease th...
Pavan Balaji, Darius Buntinas, Satish Balay, Barry...
BIRTHDAY
2009
Springer
13 years 11 months ago
Pervasive Theory of Memory
For many aspects of memory theoretical treatment already exists, in particular for: simple cache construction, store buers and store buer forwarding, cache coherence protocols, o...
Ulan Degenbaev, Wolfgang J. Paul, Norbert Schirmer
ACIVS
2008
Springer
14 years 1 months ago
Parallel Algorithm for Concurrent Computation of Connected Component Tree
The paper proposes a new parallel connected-component-tree construction algorithm based on line independent building and progressive merging of partial 1-D trees. Two parallelizati...
P. Matas, Eva Dokladalova, Mohamed Akil, Thierry G...
ASPLOS
2004
ACM
14 years 4 days ago
Programming with transactional coherence and consistency (TCC)
Transactional Coherence and Consistency (TCC) offers a way to simplify parallel programming by executing all code within transactions. In TCC systems, transactions serve as the fu...
Lance Hammond, Brian D. Carlstrom, Vicky Wong, Ben...