Sotabase

Career

· Software Engineer, Machine Learning, Meta2022–2024
· Founder CEO, LocknSell2020–2022
· Tesla Autopilot Engineering Intern, Tesla2020–2020
· Intern, Facebook2019–2019
· Research Intern, AT&T Labs, Inc.2018–2018
· Intern, IBM2016–2016
· Doctor of Philosophy - PhD, Computer Science, University of Illinois at Urbana-Champaign2015–2020
· Graduate Research Assistant, University of Illinois at Urbana-Champaign2015–2020
· Research Assistant, Qatar Computing Research Institute2012–2015
· Software Engineer, Microsoft2011–2012
· Bachelor's degree, Computer Engineering, Summa Cum Laude, Cairo University2007–2011

Publications (21)

Costless: Optimizing Cost of Serverless Computing through Function Fusion and Placement
IFIP International Information Security Conference · 2018
151
cited
sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms
SIGMOD Conference · 2015
45
cited
SPOOF: Sum-Product Optimization and Operator Fusion for Large-Scale Machine Learning
Conference on Innovative Data Systems Research · 2017
41
cited
DROPLET: Distributed Operator Placement for IoT Applications Spanning Edge and Cloud Resources
IEEE International Conference on Cloud Computing · 2018
40
cited
Serdab: An IoT Framework for Partitioning Neural Networks Computation across Multiple Enclaves
IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing · 2020
37
cited
Analysis of PCA Algorithms in Distributed Environments
2015
36
cited
Cloud-Based Multimedia Content Protection System
IEEE transactions on multimedia · 2015
33
cited
Anahita: A System for 3D Video Streaming with Depth Customization
ACM Multimedia · 2014
16
cited
SiEVE: Semantically Encoded Video Analytics on Edge and Cloud
IEEE International Conference on Distributed Computing Systems · 2020
16
cited
Teleconsultant: Communication and Analysis of Wearable Videos in Emergency Medical Environments
ACM Multimedia · 2017
7
cited
Depth Personalization and Streaming of Stereoscopic Sports Videos
ACM Trans. Multim. Comput. Commun. Appl. · 2016
6
cited
Multicamera Summarization of Rehabilitation Sessions in Home Environment
ACM Multimedia · 2017
6
cited
Storage optimization for 3D streaming systems
ACM SIGMM Conference on Multimedia Systems · 2014
6
cited
BRACELET: Edge-Cloud Microservice Infrastructure for Aging Scientific Instruments
International Conference on Computing, Networking and Communications · 2019
4
cited
Multimedia fog computing: minions in the cloud and crowd
Frontiers of Multimedia Research · 2017
4
cited
BRACELET: Hierarchical Edge-Cloud Microservice Infrastructure for Scientific Instruments’ Lifetime Connectivity
2018
3
cited
Distributed Placement of Machine Learning Operators for IoT applications spanning Edge and Cloud Resources
2018
1
cited
Physical Relationship Description for Cyber-Physical Multi-modal Sensory Environments
IEEE International Symposium on Multimedia · 2016
1
cited
Utility-driven optimization and placement framework for Visual IoT analytics over edge-cloud environments
2020
Sotabase
Tarek Elgamal | Researcher Profile | Sotabase | Sotabase