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» Parallel EST Clustering
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106
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CLUSTER
1999
IEEE
15 years 10 days ago
The Network RamDisk: Using remote memory on heterogeneous NOWs
Efficient data storage, a major concern in the modern computer industry, is mostly provided today by the the traditional magnetic disk. Unfortunately the cost of a disk transfer m...
Michail Flouris, Evangelos P. Markatos
128
Voted
ICPADS
2010
IEEE
14 years 10 months ago
Enhancing MapReduce via Asynchronous Data Processing
The MapReduce programming model simplifies large-scale data processing on commodity clusters by having users specify a map function that processes input key/value pairs to generate...
Marwa Elteir, Heshan Lin, Wu-chun Feng
95
Voted
IPPS
2010
IEEE
14 years 10 months ago
Out-of-core distribution sort in the FG programming environment
We describe the implementation of an out-of-core, distribution-based sorting program on a cluster using FG, a multithreaded programming framework. FG mitigates latency from disk-I/...
Priya Natarajan, Thomas H. Cormen, Elena Riccio St...
115
Voted
SIGMOD
2011
ACM
210views Database» more  SIGMOD 2011»
14 years 3 months ago
A platform for scalable one-pass analytics using MapReduce
Today’s one-pass analytics applications tend to be data-intensive in nature and require the ability to process high volumes of data efficiently. MapReduce is a popular programm...
Boduo Li, Edward Mazur, Yanlei Diao, Andrew McGreg...
CLUSTER
2011
IEEE
14 years 14 days ago
Dynamic Load Balance for Optimized Message Logging in Fault Tolerant HPC Applications
—Computing systems will grow significantly larger in the near future to satisfy the needs of computational scientists in areas like climate modeling, biophysics and cosmology. S...
Esteban Meneses, Laxmikant V. Kalé, Greg Br...