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135
Voted
ICDM
2008
IEEE
183views Data Mining» more  ICDM 2008»
15 years 7 months ago
Collaborative Filtering for Implicit Feedback Datasets
A common task of recommender systems is to improve customer experience through personalized recommendations based on prior implicit feedback. These systems passively track differe...
Yifan Hu, Yehuda Koren, Chris Volinsky
95
Voted
PPOPP
2006
ACM
15 years 6 months ago
Mobile MPI programs in computational grids
Utility computing is becoming a popular way of exploiting the potential of computational grids. In utility computing, users are provided with computational power in a transparent ...
Rohit Fernandes, Keshav Pingali, Paul Stodghill
127
Voted
ASPLOS
1996
ACM
15 years 4 months ago
An Integrated Compile-Time/Run-Time Software Distributed Shared Memory System
On a distributed memory machine, hand-coded message passing leads to the most efficient execution, but it is difficult to use. Parallelizing compilers can approach the performance...
Sandhya Dwarkadas, Alan L. Cox, Willy Zwaenepoel
OSDI
2008
ACM
15 years 2 months ago
DryadLINQ: A System for General-Purpose Distributed Data-Parallel Computing Using a High-Level Language
DryadLINQ is a system and a set of language extensions that enable a new programming model for large scale distributed computing. It generalizes previous execution environments su...
Yuan Yu, Michael Isard, Dennis Fetterly, Mihai Bud...
BIRTHDAY
2007
Springer
15 years 4 months ago
Deriving Specifications for Systems That Are Connected to the Physical World
Well understood methods exist for developing programs from formal specifications. Not only do such methods offer a precise check that certain sorts of deviations from their specifi...
Cliff B. Jones, Ian J. Hayes, Michael A. Jackson