Articles with "performance model" as a keyword



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OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things

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Published in 2023 at "IEEE Transactions on Computers"

DOI: 10.1109/tc.2022.3193630

Abstract: Edge computing has gained momentum in recent years, and can provide more immediate analysis of streaming video data. However, the edge devices often lack the computing capabilities (processing power, memory) to guarantee reasonable performance (e.g.,… read more here.

Keywords: performance model; edge cloud; video analytics; video ... See more keywords
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Performance Model of MapReduce Iterative Applications for Hybrid Cloud Bursting

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Published in 2018 at "IEEE Transactions on Parallel and Distributed Systems"

DOI: 10.1109/tpds.2018.2802932

Abstract: Hybrid cloud bursting (i.e., leasing temporary off-premise cloud resources to boost the overall capacity during peak utilization) can be a cost-effective way to deal with the increasing complexity of big data analytics, especially for iterative… read more here.

Keywords: iterative applications; performance model; hybrid cloud; applications hybrid ... See more keywords