Research

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Publications

[J3] K. Konstantinidis, N. Vaswani, and A. Ramamoorthy, “Detection and Mitigation of Byzantine Attacks in Distributed Training,” IEEE/ACM Transactions on Networking (ToN), October 2023.
Source code
[J2] K. Konstantinidis and A. Ramamoorthy, “Resolvable Designs for Speeding Up Distributed Computing,” IEEE/ACM Transactions on Networking (ToN), August 2020.
Source code
[J1] L. Tang, K. Konstantinidis and A. Ramamoorthy, “Erasure Coding for Distributed Matrix Multiplication for Matrices With Bounded Entries,” IEEE Communications Letters (COMML), November 2018.
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[C4] K. Konstantinidis and A. Ramamoorthy, “Aspis: Robust Detection for Distributed Learning,” IEEE International Symposium on Information Theory (ISIT), June 2022.
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Presentation video
[C3] K. Konstantinidis and A. Ramamoorthy, “ByzShield: An Efficient and Robust System for Distributed Training,” Machine Learning and Systems (MLSys), April 2021.
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Presentation video
[C2] K. Konstantinidis and A. Ramamoorthy, “CAMR: Coded Aggregated MapReduce,” IEEE International Symposium on Information Theory (ISIT), July 2019.
[C1] K. Konstantinidis and A. Ramamoorthy, “Leveraging Coding Techniques for Speeding up Distributed Computing,” IEEE Global Communications Conference (GLOBECOM), December 2018.
Source code

Speeding Up Distributed Computing via Coding (video)
July 2020
Dependable Data-Driven Discovery (D4) Institute, Ames, IA

IEEE Transactions on Communications (TCOM) (2023, 2022, 2020, 2019).
IEEE/ACM Transactions on Networking (ToN) (2021).
IEEE Transactions on Information Theory (TIT) (2023, 2022).
International Conference on Artificial Intelligence and Statistics (AISTATS) (2023).
IEEE International Symposium on Information Theory (ISIT) (2021, 2020, 2019).
IEEE Access (2024).
IEEE Transactions on Information Forensics and Security (TIFS) (2024).