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152
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ICDE
2011
IEEE
258views Database» more  ICDE 2011»
14 years 7 months ago
SystemML: Declarative machine learning on MapReduce
Abstract—MapReduce is emerging as a generic parallel programming paradigm for large clusters of machines. This trend combined with the growing need to run machine learning (ML) a...
Amol Ghoting, Rajasekar Krishnamurthy, Edwin P. D....
194
Voted
ICDE
2011
IEEE
237views Database» more  ICDE 2011»
14 years 7 months ago
Creating probabilistic databases from imprecise time-series data
— Although efficient processing of probabilistic databases is a well-established field, a wide range of applications are still unable to benefit from these techniques due to t...
Saket Sathe, Hoyoung Jeung, Karl Aberer
151
Voted
ICDE
2011
IEEE
235views Database» more  ICDE 2011»
14 years 7 months ago
Dealing proactively with data corruption: Challenges and opportunities
—The danger of production or backup data becoming corrupted is a problem that database administrators dread. This position paper aims to bring this problem to the attention of th...
Nedyalko Borisov, Shivnath Babu, NagaPramod Mandag...
165
Voted
ICST
2011
IEEE
14 years 7 months ago
EFindBugs: Effective Error Ranking for FindBugs
—Static analysis tools have been widely used to detect potential defects without executing programs. It helps programmers raise the awareness about subtle correctness issues in t...
Haihao Shen, Jianhong Fang, Jianjun Zhao
128
Voted
INFOCOM
2011
IEEE
14 years 7 months ago
Sharing multiple messages over mobile networks
—Information dissemination in a large network is typically achieved when each user shares its own information or resources with each other user. Consider n users randomly located...
Yuxin Chen, Sanjay Shakkottai, Jeffrey G. Andrews
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