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SIGMOD
2012
ACM
345views Database» more  SIGMOD 2012»
11 years 11 months ago
Shark: fast data analysis using coarse-grained distributed memory
Shark is a research data analysis system built on a novel rained distributed shared-memory abstraction. Shark marries query processing with deep data analysis, providing a unifie...
Cliff Engle, Antonio Lupher, Reynold Xin, Matei Za...
IPPS
2009
IEEE
14 years 3 months ago
Elastic scaling of data parallel operators in stream processing
We describe an approach to elastically scale the performance of a data analytics operator that is part of a streaming application. Our techniques focus on dynamically adjusting th...
Scott Schneider, Henrique Andrade, Bugra Gedik, Al...
SNPD
2003
13 years 10 months ago
Incomplete Information Processing for Optimization of Distributed Applications
This paper focuses on non-strict processing, optimization, and partial evaluation of MPI programs which use incremental data structures (ISs). We describe the design and implement...
Alfredo Cristóbal-Salas, Andrei Tchernykh, ...
DASFAA
2009
IEEE
115views Database» more  DASFAA 2009»
14 years 3 months ago
TRUSTER: TRajectory Data Processing on ClUSTERs
With the continued advancements in location-based services involved infrastructures, large amount of time-based location data are quickly accumulated. Distributed processing techni...
Bin Yang 0002, Qiang Ma, Weining Qian, Aoying Zhou
JPDC
2007
95views more  JPDC 2007»
13 years 8 months ago
Self-stabilizing algorithm for checkpointing in a distributed system
If the variables used for a checkpointing algorithm have data faults, the existing checkpointing and recovery algorithms may fail. In this paper, self-stabilizing data fault detec...
Partha Sarathi Mandal, Krishnendu Mukhopadhyaya