reliability

A game-theoretic approach for power systems defense against dynamic cyber-attacks
Technological advancements in today’s electrical grids give rise to new vulnerabilities and increase the potential attack surface for …
Saqib Hasan, Abhishek Dubey, Gabor Karsai, Xenofon Koutsoukos
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Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks
Traffic networks are one of the most critical infrastructures for any community. The increasing integration of smart and connected …
Sanchita Basak, Afiya Aman, Aron Laszka, Abhishek Dubey, Bruno Leao
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A Decentralized Approach for Real Time Anomaly Detection in Transportation Networks
Michael Wilbur, Abhishek Dubey, Bruno Leao, Shameek Bhattacharjee
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Mechanisms for Integrated Feature Normalization and Remaining Useful Life Estimation Using LSTMs Applied to Hard-Disks
In this paper we focus on application of data-driven methods for remaining useful life estimation in components where past failure data …
Sanchita Basak, Saptarshi Sengupta, Abhishek Dubey
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Analyzing the Cascading Effect of Traffic Congestion Using LSTM Networks
This paper presents a data-driven approach for predicting the propagation of traffic congestion at road seg-ments as a function of the …
Sanchita Basak, Abhishek Dubey, Bruno P. Leao
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Real-Time Control of Cyber-Physical Manufacturing Process Under Uncertainty
Modern manufacturing processes are increasing becoming cyber-physical in nature, where a computational system monitors the system …
Saideep Nannapaneni, Sankaran Mahadevan, Abhishek Dubey
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Hierarchical Reasoning about Faults in Cyber-Physical Energy Systems using Temporal Causal Diagrams
The resiliency and reliability of critical cyber physical systems like electrical power grids are of paramount importance. These …
Ajay Chhokra, Abhishek Dubey, Nagabhushan Mahadevan, Gabor Karsai, Daniel Balasubramanian, Saqib Hasan
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A data driven health monitoring approach to extending small sats mission
In the next coming years, the International Space Station (ISS) plans to launch several small-sat missions powered by lithium-ion …
Fangzhou Sun, Abhishek Dubey, C Kulkarni, Nagbhushan Mahadevan, Ali Guarneros Luna
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Automated aircraft separation safety assurance using Bayesian networks
Saideep Nannapaneni, Abhishek Dubey, Sankaran Mahadevan
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CHARIOT: Goal-Driven Orchestration Middleware for Resilient IoT Systems
An emerging trend in Internet of Things (IoT) applications is to move the computation (cyber) closer to the source of the data …
Subhav Pradhan, Abhishek Dubey, Shweta Khare, Saideep Nannapaneni, Aniruddha S. Gokhale, Sankaran Mahadevan, Douglas C. Schmidt, Martin Lehofer
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