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cs.DC2023
E2C: A Visual Simulator to Reinforce Education of Heterogeneous Computing Systems
Ali Mokhtari, Drake Rawls, Tony Huynh +2
With the increasing popularity of accelerator technologies (e.g., GPUs and TPUs) and the emergence of domain-specific computing via ASICs and FPGA, the matter of heterogeneity and…
cs.DC2022
Edge-MultiAI: Multi-Tenancy of Latency-Sensitive Deep Learning Applications on Edge
SM Zobaed, Ali Mokhtari, Jaya Prakash Champati +2
Smart IoT-based systems often desire continuous execution of multiple latency-sensitive Deep Learning (DL) applications. The edge servers serve as the cornerstone of such IoT-based…
cs.DC2020
Autonomous Task Dropping Mechanism to Achieve Robustness in Heterogeneous Computing Systems
Ali Mokhtari, Chavit Denninnart, Mohsen Amini Salehi
Robustness of a distributed computing system is defined as the ability to maintain its performance in the presence of uncertain parameters. Uncertainty is a key problem in heteroge…