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OSDI
2004
ACM
16 years 29 days 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
95
Voted
ASAP
2004
IEEE
102views Hardware» more  ASAP 2004»
15 years 4 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
96
Voted
PLANX
2008
15 years 2 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
ASPLOS
2000
ACM
15 years 5 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
JMLR
2012
13 years 3 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