27 citations · 28 across the 4 of their papers we have counts for
4 papers
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud
Tarek Elgamal, Shu Shi, Varun Gupta +2
Recent advances in computer vision and neural networks have made it possible for more surveillance videos to be automatically searched and analyzed by algorithms rather than humans…
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves
Tarek Elgamal, Klara Nahrstedt
Recent advances in Deep Neural Networks (DNN) and Edge Computing have made it possible to automatically analyze streams of videos from home/security cameras over hierarchical clust…
Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement
Tarek Elgamal, Atul Sandur, Klara Nahrstedt +1
Serverless computing has recently experienced significant adoption by several applications, especially Internet of Things (IoT) applications. In serverless computing, rather than d…
Analysis of PCA Algorithms in Distributed Environments
Tarek Elgamal, Mohamed Hefeeda
Classical machine learning algorithms often face scalability bottlenecks when they are applied to large-scale data. Such algorithms were designed to work with small data that is as…