OsmoticGate: Adaptive Edge-Based Real-Time Video Analytics for the Internet of Things
Sign Up to like & getrecommendations! 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
Performance Model of MapReduce Iterative Applications for Hybrid Cloud Bursting
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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
Workload-Aware Performance Model Based Soft Preemptive Real-Time Scheduling for Neural Processing Units
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Parallel and Distributed Systems"
DOI: 10.1109/tpds.2025.3553922
Abstract: A neural processing unit (NPU) is a microprocessor which is specially designed for various types of neural network applications. Because of its high acceleration efficiency and lower power consumption, the airborne embedded system has widely… read more here.
Keywords: time scheduling; workload aware; real time; time ... See more keywords