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» The tao of parallelism in algorithms
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SIGIR
2012
ACM
13 years 9 months ago
Parallelizing ListNet training using spark
As ever-larger training sets for learning to rank are created, scalability of learning has become increasingly important to achieving continuing improvements in ranking accuracy [...
Shilpa Shukla, Matthew Lease, Ambuj Tewari
TVCG
2012
182views Hardware» more  TVCG 2012»
13 years 9 months ago
ISP: An Optimal Out-of-Core Image-Set Processing Streaming Architecture for Parallel Heterogeneous Systems
—Image population analysis is the class of statistical methods that plays a central role in understanding the development, evolution and disease of a population. However, these t...
Linh K. Ha, Jens Krüger, João Luiz Dih...
ICDE
2009
IEEE
171views Database» more  ICDE 2009»
16 years 1 months ago
CoTS: A Scalable Framework for Parallelizing Frequency Counting over Data Streams
Applications involving analysis of data streams have gained significant popularity and importance. Frequency counting, frequent elements and top-k queries form a class of operato...
Sudipto Das, Shyam Antony, Divyakant Agrawal, Amr ...
ICPP
1998
IEEE
15 years 11 months ago
MPEG-4 Based Interactive Video using Parallel Processing
MPEG-4 which is currently being developed by MPEG (Moving Pictures Experts Group), is poised to become a standard for supporting current and emerging interactive multimedia applic...
Yong He, Ishfaq Ahmad, Ming L. Liou
SPAA
1995
ACM
15 years 10 months ago
Parallel Sorting with Limited Bandwidth
We study the problem of sorting on a parallel computer with limited communication bandwidth. By using the PRAM(m) model, where p processors communicate through a globally shared me...
Micah Adler, John W. Byers, Richard M. Karp