Principal Researcher @ Microsoft
For inquiries, please contact me on LinkedIn.
I am a Principal Researcher at Microsoft, working on AI systems. My academic background includes faculty positions in Computer Science and Engineering at the University of Notre Dame and in Computer Science at the University of Nebraska, where I directed research groups of 10+ members, including software engineering and research staff, postdocs, as well as graduate and undergraduate students. Throughout my academic career, I was awarded multiple grants from federal, state, foundation, and industry sources. I hold a Ph.D. and an M.Sc. in Computer Science from UCLA and an M.Eng. in Electrical and Computer Engineering from the National Technical University of Athens.
2024: Lucy Family Institute Faculty Fellow
2023: IEEE TCSC (Technical Committee on Scalable Computing) Award for Excellence in Scalable Computing (Early Career Researcher)
Awarded annually to up to five individuals around the world within 5 years of receiving their PhD degrees “who have made outstanding, influential, and potentially long-lasting contributions in the field of scalable computing”. The contribution statement reads “for contributions to scalable edge computing architectures”.
2023: ORISE Faculty Fellow
2022: National Strategic Research Institute (NSRI) Fellow
2022: Best paper runner-up award, IEEE PerCom
2021: National Science Foundation, CISE Research Initiation Initiative (CRII) award
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Sifat Ut Taki (Ph.D. student)
Daniel Worae (Ph.D. student)
Sheikh Samit Muhaimin (Ph.D. student)
Xinye Zhao (Ph.D. student)
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[Middleware '24] S. U. Taki* and S. Mastorakis, "Amalgam: A Framework for Obfuscated Neural Network Training on the Cloud", ACM/IFIP Middleware, 2024
[SEC '24] S. U. Taki*, A. Padmanabhan, S. Mastorakis, "FusedInf: Efficient Swapping of DNN Models for On-Demand Serverless Inference Services on the Edge", IEEE/ACM Symposium on Edge Computing (SEC), 2024
[PerCom '22] M.W. Al Azad and S. Mastorakis, "Reservoir: Named Data for Pervasive Computation Reuse at the Network Edge", IEEE International Conference on Pervasive Computing and Communications (PerCom), 2022 Best Paper Runner Up Award
[INFOCOM '21] A. C. Nicolaescu, S. Mastorakis, I. Psaras, "Store Edge Networked Data (SEND): A Data and Performance Driven Edge Storage Framework", IEEE International Conference on Computer Communications (INFOCOM), 2021
[ICDCS '20] S. Mastorakis, T. Li, L. Zhang, "DAPES: Named Data for Off-the-Grid File Sharing with Peer-to-Peer Interactions", IEEE International Conference on Distributed Computing Systems (ICDCS), 2020
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University of Notre Dame representative, U.S. AI Safety Institute Consortium (housed under NIST)
University of Notre Dame representative, AI Alliance (international coalition on AI with the participation of tech companies, startups, research and government organizations, universities, and non-profit foundations)
Associate Editor, IEEE Internet of Things Journal (IoT-J)
TPC Member, IEEE INFOCOM 2024, ICCCN 2024, and IEEE ICNP 2024, among other conferences
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