66 citations · 96 across the 13 of their papers we have counts for
22 papers
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…
Harnessing the Potential of Function-Reuse in Multimedia Cloud Systems
Chavit Denninnart, Mohsen Amini Salehi
Cloud-based computing systems can get oversubscribed due to the budget constraints of their users or limitations in certain resource types. The oversubscription can, in turn, degra…
SAED: Edge-Based Intelligence for Privacy-Preserving Enterprise Search on the Cloud
Sakib M Zobaed, Mohsen Amini Salehi, Rajkumar Buyya
Cloud-based enterprise search services (e.g., AWS Kendra) have been entrancing big data owners by offering convenient and real-time search solutions to them. However, the problem i…
Analyzing the Performance of Smart Industry 4.0 Applications on Cloud Computing Systems
Razin Farhan Hussain, Alireza Pakravan, Mohsen Amini Salehi
Cloud-based Deep Neural Network (DNN) applications that make latency-sensitive inference are becoming an indispensable part of Industry 4.0. Due to the multi-tenancy and resource h…
Descriptive and Predictive Analysis of Aggregating Functions in Serverless Clouds: the Case of Video Streaming
Shangrui Wu, Chavit Denninnart, Xiangbo Li +2
Serverless clouds allocate multiple tasks (e.g., micro-services) from multiple users on a shared pool of computing resources. This enables serverless cloud providers to reduce thei…
Cost Efficient Repository Management for Cloud-Based On-Demand Video Streaming
Mahmoud Darwich, Ege Beyazit, Mohsen Amini Salehiy +1
Video transcoding is the process of converting a video to the format supported by the viewer's device. Video transcoding requires huge storage and computational resources, thus, ma…