8 citations · 9 across the 6 of their papers we have counts for
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cs.DC2016★ 1 cited
Integrative Dynamic Reconfiguration in a Parallel Stream Processing Engine
Kasper Grud Skat Madsen, Yongluan Zhou, Jianneng Cao
Load balancing, operator instance collocations and horizontal scaling are critical issues in Parallel Stream Processing Engines to achieve low data processing latency, optimized cl…
cs.DC2016
Lifetime-Based Memory Management for Distributed Data Processing Systems
Lu Lu, Xuanhua Shi, Yongluan Zhou +5
In-memory caching of intermediate data and eager combining of data in shuffle buffers have been shown to be very effective in minimizing the re-computation and I/O cost in distribu…
cs.DC2015
Tolerating Correlated Failures in Massively Parallel Stream Processing Engines
Li Su, Yongluan Zhou
Fault-tolerance techniques for stream processing engines can be categorized into passive and active approaches. A typical passive approach periodically checkpoints a processing tas…