Poster: Twins, a Middleware for Adaptive Streaming Provenance at the Edge
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Analysis of Memory Constrained Live Provenance
IPAW 2016: Proceedings of the 6th International Workshop on Provenance and Annotation of Data and Processes - Volume 9672We conjecture that meaningful analysis of large-scale provenance can be preserved by analyzing provenance data in limited memory while the data is still in motion; that the provenance needs not be fully resident before analysis can occur. As a proof of ...
GeneaLog: Fine-grained data streaming provenance in cyber-physical systems
Highlights- GeneaLog captures provenance in stream processing systems with a small overhead.
AbstractStreaming applications continuously process data to deliver streams of up-to-date results. Their growing adoption for data analysis in many distributed systems is motivated by their performance (in terms of processing throughput and ...
Big data provenance analysis and visualization
CCGRID '15: Proceedings of the 15th IEEE/ACM International Symposium on Cluster, Cloud, and Grid ComputingProvenance captured from E-Science experimentation is often large and complex, for instance, from agent-based simulations that have tens of thousands of heterogeneous components interacting over extended time periods. The subject of study of my ...
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Association for Computing Machinery
New York, NY, United States
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