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SIGMOD
2012
ACM
226views Database» more  SIGMOD 2012»
11 years 10 months ago
SkewTune: mitigating skew in mapreduce applications
We present an automatic skew mitigation approach for userdefined MapReduce programs and present SkewTune, a system that implements this approach as a drop-in replacement for an e...
YongChul Kwon, Magdalena Balazinska, Bill Howe, Je...
DCOSS
2009
Springer
14 years 2 months ago
Finding Symbolic Bug Patterns in Sensor Networks
Abstract. This paper presents a failure diagnosis algorithm for summarizing and generalizing patterns that lead to instances of anomalous behavior in sensor networks. Often multipl...
Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Ji...
PPOPP
2010
ACM
14 years 5 months ago
Is transactional programming actually easier?
Chip multi-processors (CMPs) have become ubiquitous, while tools that ease concurrent programming have not. The promise of increased performance for all applications through ever ...
Christopher J. Rossbach, Owen S. Hofmann, Emmett W...
PPSN
1990
Springer
14 years 20 hour ago
Feature Construction for Back-Propagation
T h e ease of learning concepts f r o m examples in empirical machine learning depends on the attributes used for describing the training d a t a . We show t h a t decision-tree b...
Selwyn Piramuthu
TOG
2002
156views more  TOG 2002»
13 years 7 months ago
Chromium: a stream-processing framework for interactive rendering on clusters
We describe Chromium, a system for manipulating streams of graphics API commands on clusters of workstations. Chromium's stream filters can be arranged to create sort-first a...
Greg Humphreys, Mike Houston, Ren Ng, Randall Fran...