Sudeep Pasricha

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 209

Top Venues

CoRR

ACM Great Lakes Symposium on VLSI

IPDPS Workshops

IEEE Des. Test

Publications

Danish Gufran, Pooja Anandathirtha, Sudeep Pasricha
SENTINEL: Securing Indoor Localization against Adversarial Attacks with Capsule Neural Networks. CoRR (2024)
Salma Afifi, Ishan Thakkar, Sudeep Pasricha
ARTEMIS: A Mixed Analog-Stochastic In-DRAM Accelerator for Transformer Neural Networks. CoRR (2024)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. DATE (2024)
Danish Gufran, Saideep Tiku, Sudeep Pasricha
SANGRIA: Stacked Autoencoder Neural Networks with Gradient Boosting for Indoor Localization. CoRR (2024)
Febin Sunny, Amin Shafiee, Abhishek Balasubramaniam, Mahdi Nikdast, Sudeep Pasricha
OPIMA: Optical Processing-In-Memory for Convolutional Neural Network Acceleration. CoRR (2024)
Danish Gufran, Sudeep Pasricha
CALLOC: Curriculum Adversarial Learning for Secure and Robust Indoor Localization. DATE (2024)
Danish Gufran, Saideep Tiku, Sudeep Pasricha
SANGRIA: Stacked Autoencoder Neural Networks With Gradient Boosting for Indoor Localization. IEEE Embed. Syst. Lett. 16 (2) (2024)
Matchima Buddhanoy, Sudeep Pasricha, Biswajit Ray
Life-after-Death: Exploring Thermal Annealing Conditions to Enhance 3D NAND SSD Endurance. HotStorage (2024)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. VTS (2024)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Accelerating Neural Networks for Large Language Models and Graph Processing with Silicon Photonics. CoRR (2024)
Matchima Buddhanoy, Kamil Khan, Aleksandar Milenkovic, Sudeep Pasricha, Biswajit Ray
Improving Block Management in 3D NAND Flash SSDs with Sub-Block First Write Sequencing. ACM Great Lakes Symposium on VLSI (2024)
Sudeep Pasricha, Marilyn Wolf
Special Issue on Ethics in Computing. IEEE Des. Test 41 (1) (2024)
Sudeep Pasricha, Marilyn Wolf
Ethical Design of Computers: From Semiconductors to IoT and Artificial Intelligence. IEEE Des. Test 41 (1) (2024)
Ninad Hogade, Sudeep Pasricha
Game-Theoretic Deep Reinforcement Learning to Minimize Carbon Emissions and Energy Costs for AI Inference Workloads in Geo-Distributed Data Centers. CoRR (2024)
Sudeep Pasricha
Optical Computing for Deep Neural Network Acceleration: Foundations, Recent Developments, and Emerging Directions. CoRR (2024)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Silicon Photonic 2.5D Interposer Networks for Overcoming Communication Bottlenecks in Scale-out Machine Learning Hardware Accelerators. CoRR (2024)
Ebadollah Taheri, Pooya Aghanoury, Sudeep Pasricha, Mahdi Nikdast, Nader Sehatbakhsh
SCRIPT: A Multi-Objective Routing Framework for Securing Chiplet Systems against Distributed DoS Attacks. ACM Great Lakes Symposium on VLSI (2024)
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
COMET: A Cross-Layer Optimized Optical Phase-Change Main Memory Architecture. DATE (2024)
Ebadollah Taheri, Mohammad Amin Mahdian, Sudeep Pasricha, Mahdi Nikdast
TRINE: A Tree-Based Silicon Photonic Interposer Network for Energy-Efficient 2.5D Machine Learning Acceleration. NoCArc@MICRO (2023)
Sirui Qi, Yingheng Li, Sudeep Pasricha, Ryan Gary Kim
MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms. DATE (2023)
Sudeep Pasricha
Ethics for Digital Medicine: A Path for Ethical Emerging Medical IoT Design. Computer 56 (7) (2023)
Amin Shafiee, Sanmitra Banerjee, Benoît Charbonnier, Sudeep Pasricha, Mahdi Nikdast
Compact and Low-Loss PCM-based Silicon Photonic MZIs for Photonic Neural Networks. CoRR (2023)
Sirui Qi, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha
SHIELD: Sustainable Hybrid Evolutionary Learning Framework for Carbon, Wastewater, and Energy-Aware Data Center Management. CoRR (2023)
Abhishek Balasubramaniam, Febin P. Sunny, Sudeep Pasricha
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning. CoRR (2023)
Christian Westbrook, Sudeep Pasricha
Adversarial Attacks on Machine Learning in Embedded and IoT Platforms. CoRR (2023)
Febin Sunny, Amin Shafiee, Benoît Charbonnier, Mahdi Nikdast, Sudeep Pasricha
COMET: A Cross-Layer Optimized Optical Phase Change Main Memory Architecture. CoRR (2023)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. ACM Great Lakes Symposium on VLSI (2023)
Salma Afifi, Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
TRON: Transformer Neural Network Acceleration with Non-Coherent Silicon Photonics. CoRR (2023)
Dylan Machovec, Howard Jay Siegel, James A. Crowder, Sudeep Pasricha, Anthony A. Maciejewski, Ryan D. Friese
Surveillance mission scheduling with unmanned aerial vehicles in dynamic heterogeneous environments. J. Supercomput. 79 (12) (2023)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. ACM Great Lakes Symposium on VLSI (2023)
Kamil Khan, Sudeep Pasricha
A Reinforcement Learning Framework with Region-Awareness and Shared Path Experience for Efficient Routing in Networks-on-Chip. CoRR (2023)
Abhishek Balasubramaniam, Febin Sunny, Sudeep Pasricha
R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning. DAC (2023)
Danish Gufran, Sudeep Pasricha
CALLOC: Curriculum Adversarial Learning for Secure and Robust Indoor Localization. CoRR (2023)
Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha
GHOST: A Graph Neural Network Accelerator using Silicon Photonics. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Danish Gufran, Sudeep Pasricha
FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices. CoRR (2023)
Ninad Hogade, Sudeep Pasricha
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Managements. IEEE Trans. Sustain. Comput. 8 (1) (2023)
Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast
Analysis of Optical Loss and Crosstalk Noise in MZI-based Coherent Photonic Neural Networks. CoRR (2023)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. CoRR (2023)
Danish Gufran, Saideep Tiku, Sudeep Pasricha
VITAL: Vision Transformer Neural Networks for Accurate Smartphone Heterogeneity Resilient Indoor Localization. CoRR (2023)
Sudeep Pasricha
Ethics in Computing Education: Challenges and Experience with Embedded Ethics. CoRR (2023)
Sirui Qi, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha
MOSAIC: A Multi-Objective Optimization Framework for Sustainable Datacenter Management. CoRR (2023)
Salma Afifi, Febin Sunny, Amin Shafiee, Mahdi Nikdast, Sudeep Pasricha
GHOST: A Graph Neural Network Accelerator using Silicon Photonics. CoRR (2023)
Sudeep Pasricha
Education Abstract: Optical Computing for AI Acceleration. CODES+ISSS (2023)
Chukwufumnanya Ogbogu, Madeleine Abernot, Corentin Delacour, Aida Todri-Sanial, Sudeep Pasricha, Partha Pratim Pande
Energy-Efficient Machine Learning Acceleration: From Technologies to Circuits and Systems. ISLPED (2023)
Danish Gufran, Sudeep Pasricha
FedHIL: Heterogeneity Resilient Federated Learning for Robust Indoor Localization with Mobile Devices. ACM Trans. Embed. Comput. Syst. 22 (5s) (2023)
Danish Gufran, Saideep Tiku, Sudeep Pasricha
VITAL: Vision Transformer Neural Networks for Accurate Smartphone Heterogeneity Resilient Indoor Localization. DAC (2023)
Sudeep Pasricha
Lightning Talk: Efficient Embedded Machine Learning Deployment on Edge and IoT Devices. DAC (2023)
Kamil Khan, Sudeep Pasricha
A Reinforcement Learning Framework With Region-Awareness and Shared Path Experience for Efficient Routing in Networks-on-Chip. IEEE Des. Test 40 (6) (2023)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
Cross-Layer Design for AI Acceleration with Non-Coherent Optical Computing. CoRR (2023)
Sudeep Pasricha
Ethics in Computing Education: Challenges and Experience with Embedded Ethics. ACM Great Lakes Symposium on VLSI (2023)
Amin Shafiee, Sudeep Pasricha, Mahdi Nikdast
A Survey on Optical Phase-Change Memory: The Promise and Challenges. IEEE Access 11 (2023)
Danish Gufran, Saideep Tiku, Sudeep Pasricha
STELLAR: Siamese Multi-Headed Attention Neural Networks for Overcoming Temporal Variations and Device Heterogeneity with Indoor Localization. CoRR (2023)
Sirui Qi, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha
SHIELD: Sustainable Hybrid Evolutionary Learning Framework for Carbon, Wastewater, and Energy-Aware Data Center Management. IGSC (2023)
Sirui Qi, Dejan S. Milojicic, Cullen E. Bash, Sudeep Pasricha
MOSAIC: A Multi-Objective Optimization Framework for Sustainable Datacenter Management. HiPC (2023)
Amin Shafiee, Benoît Charbonnier, Sudeep Pasricha, Mahdi Nikdast
Design Space Exploration for PCM-based Photonic Memory. ACM Great Lakes Symposium on VLSI (2023)
Sirui Qi, Yingheng Li, Sudeep Pasricha, Ryan Gary Kim
MOELA: A Multi-Objective Evolutionary/Learning Design Space Exploration Framework for 3D Heterogeneous Manycore Platforms. CoRR (2023)
Sudeep Pasricha
AI Ethics in Smart Healthcare. IEEE Consumer Electron. Mag. 12 (4) (2023)
Febin Sunny, Ebadollah Taheri, Mahdi Nikdast, Sudeep Pasricha
Machine Learning Accelerators in 2.5D Chiplet Platforms with Silicon Photonics. DATE (2023)
Amin Shafiee, Benoît Charbonnier, Sudeep Pasricha, Mahdi Nikdast
Design Space Exploration for PCM-based Photonic Memory. CoRR (2023)
Saideep Tiku, Sudeep Pasricha
Siamese Neural Encoders for Long-Term Indoor Localization with Mobile Devices. DATE (2022)
Sudeep Pasricha, John Jose, Sujay Deb
Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures. IEEE Des. Test 39 (6) (2022)
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast
ReSiPI: A Reconfigurable Silicon-Photonic 2.5D Chiplet Network with PCMs for Energy-Efficient Interposer Communication. ICCAD (2022)
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty
CHAMP: Coherent Hardware-Aware Magnitude Pruning of Integrated Photonic Neural Networks. OFC (2022)
Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. CoRR (2022)
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim
RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers. CoRR (2022)
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast
ReSiPI: A Reconfigurable Silicon-Photonic 2.5D Chiplet Network with PCMs for Energy-Efficient Interposer Communication. CoRR (2022)
Saideep Tiku, Danish Gufran, Sudeep Pasricha
Multi-Head Attention Neural Network for Smartphone Invariant Indoor Localization. CoRR (2022)
Asif Mirza, Febin Sunny, Peter Walsh, Karim Hassan, Sudeep Pasricha, Mahdi Nikdast
Silicon Photonic Microring Resonators: A Comprehensive Design-Space Exploration and Optimization Under Fabrication-Process Variations. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Joydeep Dey, Sudeep Pasricha
Co-Optimizing Sensing and Deep Machine Learning in Automotive Cyber-Physical Systems. DSD (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
SONIC: A Sparse Neural Network Inference Accelerator with Silicon Photonics for Energy-Efficient Deep Learning. ASP-DAC (2022)
Sudeep Pasricha
EDAML 2022 Invited Speaker 10: Hardware/Software Codesign for Optical Deep Learning Accelerators. IPDPS Workshops (2022)
Sudeep Pasricha
Embedded Systems Education in the 2020s: Challenges, Reflections, and Future Directions. ACM Great Lakes Symposium on VLSI (2022)
Sudeep Pasricha
Embedded Systems Education: Experiences With Application-Driven Pedagogy. IEEE Embed. Syst. Lett. 14 (4) (2022)
Amin Shafiee, Sanmitra Banerjee, Krishnendu Chakrabarty, Sudeep Pasricha, Mahdi Nikdast
LoCI: An Analysis of the Impact of Optical Loss and Crosstalk Noise in Integrated Silicon-Photonic Neural Networks. ACM Great Lakes Symposium on VLSI (2022)
Saideep Tiku, Danish Gufran, Sudeep Pasricha
Multi-Head Attention Neural Network for Smartphone Invariant Indoor Localization. IPIN (2022)
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha
Roadmap for Cybersecurity in Autonomous Vehicles. IEEE Consumer Electron. Mag. 11 (6) (2022)
Sudeep Pasricha
Embedded Systems Education in the 2020s: Challenges, Reflections, and Future Directions. CoRR (2022)
Venkata Sai Praneeth Karempudi, Febin Sunny, Ishan G. Thakkar, Sai Vineel Reddy Chittamuru, Mahdi Nikdast, Sudeep Pasricha
Photonic Networks-on-Chip Employing Multilevel Signaling: A Cross-Layer Comparative Study. ACM J. Emerg. Technol. Comput. Syst. 18 (3) (2022)
Ninad Hogade, Sudeep Pasricha, Howard Jay Siegel
Energy and Network Aware Workload Management for Geographically Distributed Data Centers. IEEE Trans. Sustain. Comput. 7 (2) (2022)
Sudeep Pasricha
Ethics for Digital Medicine: A Path for Ethical Emerging Medical IoT Design. CoRR (2022)
Vipin Kumar Kukkala, Sooryaa Vignesh Thiruloga, Sudeep Pasricha
Roadmap for Cybersecurity in Autonomous Vehicles. CoRR (2022)
Liping Wang, Sudeep Pasricha
A Framework for CSI-Based Indoor Localization with 1D Convolutional Neural Networks. CoRR (2022)
Joydeep Dey, Sudeep Pasricha
Robust Perception Architecture Design for Automotive Cyber-Physical Systems. ISVLSI (2022)
Amlan Ganguly, Sergi Abadal, Ishan G. Thakkar, Natalie Enright Jerger, Marc D. Riedel, Masoud Babaie, Rajeev Balasubramonian, Abu Sebastian, Sudeep Pasricha, Baris Taskin
Interconnects for DNA, Quantum, In-Memory, and Optical Computing: Insights From a Panel Discussion. IEEE Micro 42 (3) (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. ACM Great Lakes Symposium on VLSI (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. CoRR (2022)
Sooryaa Vignesh Thiruloga, Vipin Kumar Kukkala, Sudeep Pasricha
TENET: Temporal CNN with Attention for Anomaly Detection in Automotive Cyber-Physical Systems. ASP-DAC (2022)
Kamil Khan, Sudeep Pasricha, Ryan Gary Kim
RACE: A Reinforcement Learning Framework for Improved Adaptive Control of NoC Channel Buffers. ACM Great Lakes Symposium on VLSI (2022)
Ninad Hogade, Sudeep Pasricha
A Survey on Machine Learning for Geo-Distributed Cloud Data Center Management. CoRR (2022)
Sanmitra Banerjee, Mahdi Nikdast, Sudeep Pasricha, Krishnendu Chakrabarty
Pruning Coherent Integrated Photonic Neural Networks Using the Lottery Ticket Hypothesis. ISVLSI (2022)
Joydeep Dey, Sudeep Pasricha
Robust Perception Architecture Design for Automotive Cyber-Physical Systems. CoRR (2022)
Abhishek Balasubramaniam, Sudeep Pasricha
Object Detection in Autonomous Vehicles: Status and Open Challenges. CoRR (2022)
Liping Wang, Saideep Tiku, Sudeep Pasricha
CHISEL: Compression-Aware High-Accuracy Embedded Indoor Localization With Deep Learning. IEEE Embed. Syst. Lett. 14 (1) (2022)
Liping Wang, Sudeep Pasricha
A Framework for CSI-Based Indoor Localization with ID Convolutional Neural Networks. IPIN (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
RecLight: A Recurrent Neural Network Accelerator with Integrated Silicon Photonics. ISVLSI (2022)
Ebadollah Taheri, Sudeep Pasricha, Mahdi Nikdast
DeFT: A Deadlock-Free and Fault-Tolerant Routing Algorithm for 2.5D Chiplet Networks. DATE (2022)
Sudeep Pasricha, Marilyn Wolf
Ethical Design of Computers: From Semiconductors to IoT and Artificial Intelligence. CoRR (2022)
Sudeep Pasricha
AI Ethics in Smart Healthcare. CoRR (2022)
Sudeep Pasricha, John Jose, Sujay Deb
Electronic, Wireless, and Photonic Network-on-Chip Security: Challenges and Countermeasures. CoRR (2022)
Febin Sunny, Mahdi Nikdast, Sudeep Pasricha
A Silicon Photonic Accelerator for Convolutional Neural Networks with Heterogeneous Quantization. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sudeep Pasricha