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157
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OSDI
2004
ACM
16 years 2 months ago
MapReduce: Simplified Data Processing on Large Clusters
MapReduce is a programming model and an associated implementation for processing and generating large data sets. Users specify a map function that processes a key/value pair to ge...
Jeffrey Dean, Sanjay Ghemawat
112
Voted
ASAP
2004
IEEE
102views Hardware» more  ASAP 2004»
15 years 6 months ago
A Hierarchical Classification Scheme to Derive Interprocess Communication in Process Networks
The Compaan compiler automatically derives a Process Network (PN) description from an application written in Matlab. The basic element of a PN is a Producer/Consumer (P/C) pair. F...
Alexandru Turjan, Bart Kienhuis, Ed F. Deprettere
PLANX
2008
15 years 4 months ago
XML Stream Processing Using a Lazy Concurrent Language
Motivated by previous work on XML stream processing, we noticed that programmers need concurrency to save space, especially in a lazy language. User-controllable concurrency provi...
Shin-Cheng Mu, Ta-Chung Tsai, Keisuke Nakano
114
Voted
ASPLOS
2000
ACM
15 years 7 months ago
Architectural Support for Fast Symmetric-Key Cryptography
The emergence of the Internet as a trusted medium for commerce and communication has made cryptography an essential component of modern information systems. Cryptography provides ...
Jerome Burke, John McDonald, Todd M. Austin
149
Voted
JMLR
2012
13 years 5 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio