85
Voted
PPOPP
2015
ACM
9 years 11 months ago
2015
ACM
Graph-structured analytics has been widely adopted in a number of big data applications such as social computation, web-search and recommendation systems. Though much prior resear...
107
Voted
PPOPP
2015
ACM
9 years 11 months ago
2015
ACM
Modern GPUs have been widely used to accelerate the graph processing for complicated computational problems regarding graph theory. Many parallel graph algorithms adopt the asynch...
86
Voted
PPOPP
2015
ACM
9 years 11 months ago
2015
ACM
90
Voted
PPOPP
2015
ACM
9 years 11 months ago
2015
ACM
Irregular algorithms such as Stochastic Gradient Descent (SGD) can benefit from the massive parallelism available on GPUs. However, unlike in data-parallel algorithms, synchroniz...
91
Voted
PPOPP
2015
ACM
9 years 11 months ago
2015
ACM
Computational accelerators, such as manycore NVIDIA GPUs, Intel Xeon Phi and FPGAs, are becoming common in workstations, servers and supercomputers for scientific and engineering...