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...
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...
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
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...
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...