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He, Bingsheng
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CGraph: a distributed storage and processing system for concurrent iterative graph analysis jobs
Zhang Y., Zhao J., Liao X., Jin H., Gu L., Liu H., He B., He L. ACM Transactions on Storage 15(2): 1-26, 2019. Type: Article
There are many distributed (and commercial) graph processing platforms (for example, services related to social networks) that “need to handle massive concurrent iterative graph processing (CGP) jobs”--proc...
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Oct 4 2019
Understanding co-running behaviors on integrated CPU/GPU architectures
Zhang F., Zhai J., He B., Zhang S., Chen W. IEEE Transactions on Parallel and Distributed Systems 28(3): 905-918, 2017. Type: Article
Graphics processing units (GPUs) are used in many applications that are not necessarily related to graphics. With the rise of big data and machine learning, GPUs gain more importance. GPUs exist in two different “flavors&...
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Aug 8 2017
Melia: a MapReduce framework on OpenCL-based FPGAs
Wang Z., Zhang S., He B., Zhang W. IEEE Transactions on Parallel and Distributed Systems 27(12): 3547-3560, 2016. Type: Article
Many web applications such as search engines and recommendation systems require operations on large datasets. The nature of computation in such applications is complex, which necessitates distributed operations on clusters of general-p...
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May 24 2017
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