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Conference Paper
Boosting Edge Computing Performance Through Heterogeneous Manycore Systems
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- Authors
- Ramneek, Seung-Jun Cha, Seung Hyub Jeon, Yeon Jeong Jeong, Jin Mee Kim, Sungin Jung, Sangheon Pack
- Issue Date
- 2018-10
- Citation
- International Conference on Information and Communication Technology Convergence (ICTC) 2018, pp.922-924
- Publisher
- IEEE
- Language
- English
- Type
- Conference Paper
- Abstract
- The rapid development of advanced mobile applications, Internet of Things (IoT), and mobile communication technology has led to the emergence of edge computing. The paradigm shift from centralized cloud computing towards edge computing has been driven by the need to efficiently support compute intensive and delay sensitive tasks for resource and capacity constrained mobile devices and sensors, by running the applications in close proximity to the users. A number of hardware, software and hyper converged infrastructure solutions have been proposed for supporting edge computing. However, supporting massively parallel workloads for increasingly large number of mobile devices and applications can be a challenging issue. In this paper, we highlight how the features and capabilities of manycore servers can be leveraged to provide efficient edge computing services. We also discuss the key features and research challenges for supporting the computation, communication and caching (i.e. 3C) services on manycore systems.
- KSP Keywords
- Cloud Computing, Edge Computing, Key features, Many-core systems, Massively parallel, Mobile Application(APP), Mobile devices, Paradigm Shift, Rapid development, Research challenges, Sensitive Tasks