About
Cyan Subhra Mishra
Ph.D. Candidate in Computer Science and Engineering
About
I am a Ph.D. Candidate in the Department of Computer Science and Engineering at Pennsylvania State University, working with Dr. Mahmut Taylan Kandemir and Dr. Jack Sampson. My research focuses on hardware/software co-design for machine learning systems, with particular emphasis on resource-constrained and energy-harvesting environments.
I specialize in accelerator architecture, kernel optimization, and performance modeling for ML workloads across heterogeneous compute platforms. My work spans computer architecture, machine learning systems, and sustainable computing, with a focus on designing energy-efficient systems for edge AI applications, intermittent computing, and continuous learning on resource-constrained devices.
Research Interests
Education
Ph.D. in Computer Science and Engineering
Pennsylvania State University (2018-2025, Expected)
Advisors: Dr. Mahmut Taylan Kandemir, Dr. Jack Sampson
B.Tech. + M.Tech. Dual Degree in Electronics and Communication Engineering
National Institute of Technology, Rourkela (2011-2016, Honors)
CGPA: 8.39/10.00
Recent News
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October 01, 2023Paper accepted at HPCA 2023Our paper “ResiRCA: Resilient Root Cause Analysis for Distributed Systems using Machine Learning” has been accepted at the IEEE International Symposium on High-Performance Computer Architecture (HPCA) 2023. This work presents...
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January 01, 2025Paper accepted at ICLR 2025I’m excited to announce that our paper “Origin: On-Device Reinforcement Learning Framework for Edge Intelligence” has been accepted at the International Conference on Learning Representations (ICLR) 2025. This work introduces...
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February 01, 2025Paper accepted at IPDPS 2025Our paper “Sustainable Edge Computing: Energy-Efficient Deep Learning Inference on Resource-Constrained Devices” has been accepted at the IEEE International Parallel and Distributed Processing Symposium (IPDPS) 2025. This work presents novel...