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AVEC: Accelerator Virtualization in Cloud-Edge Computing for Deep Learning Libraries
Jason Kennedy, Blesson Varghese, Carlos Reaño
Edge computing offers the distinct advantage of harnessing compute capabilities on resources located at the edge of the network to run workloads of relatively weak user devices. Th…
Accelerator Virtualization in Fog Computing: Moving From the Cloud to the Edge
Blesson Varghese, Carlos Reano, Federico Silla
Hardware accelerators are available on the Cloud for enhanced analytics. Next generation Clouds aim to bring enhanced analytics using accelerators closer to user devices at the edg…
Intra-node Memory Safe GPU Co-Scheduling
Carlos Reano, Federico Silla, Dimitrios S. Nikolopoulos +1
GPUs in High-Performance Computing systems remain under-utilised due to the unavailability of schedulers that can safely schedule multiple applications to share the same GPU. The r…
Multi-Tenant Virtual GPUs for Optimising Performance of a Financial Risk Application
Javier Prades, Blesson Varghese, Carlos Reano +1
Graphics Processing Units (GPUs) are becoming popular accelerators in modern High-Performance Computing (HPC) clusters. Installing GPUs on each node of the cluster is not efficient…