Digital Twins for Data Centers
Athavale, Jyotika, Bash, Cullen, Brewer, Wesley, Maiterth, Matthias, Milojicic, Dejan, Petty, Harry, Sarkar, Soumyendu
Published in Computer (Long Beach, Calif.) (01.10.2024)
Published in Computer (Long Beach, Calif.) (01.10.2024)
Get full text
Journal Article
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness
Sarkar, Soumyendu, Babu, Ashwin Ramesh, Mousavi, Sajad, Carmichael, Zachariah, Gundecha, Vineet, Ghorbanpour, Sahand, Gutierrez, Ricardo Luna, Guillen, Antonio, Naug, Avisek
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Get full text
Conference Proceeding
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters
Sarkar, Soumyendu, Gundecha, Vineet, Ghorbanpour, Sahand, Shmakov, Alexander, Babu, Ashwin Ramesh, Pichard, Alexandre, Cocho, Mathieu
Published in 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) (20.08.2022)
Published in 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE) (20.08.2022)
Get full text
Conference Proceeding
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
Sarkar, Soumyendu, Ashwin Ramesh Babu, Mousavi, Sajad, Gundecha, Vineet, Naug, Avisek, Ghorbanpour, Sahand
Published in arXiv.org (22.04.2024)
Published in arXiv.org (22.04.2024)
Get full text
Paper
Journal Article
RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning
Sarkar, Soumyendu, Babu, Ashwin Ramesh, Mousavi, Sajad, Ghorbanpour, Sahand, Gundecha, Vineet, Guillen, Antonio, Luna, Ricardo, Naug, Avisek
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Get full text
Conference Proceeding
Robustness with Query-efficient Adversarial Attack using Reinforcement Learning
Sarkar, Soumyendu, Babu, Ashwin Ramesh, Mousavi, Sajad, Ghorbanpour, Sahand, Gundecha, Vineet, Guillen, Antonio, Luna, Ricardo, Naug, Avisek
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2023)
Get full text
Conference Proceeding
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
Naug, Avisek, Guillen, Antonio, Gutierrez, Ricardo Luna, Gundecha, Vineet, Ghorbanpour, Sahand, Mousavi, Sajad, Babu, Ashwin Ramesh, Sarkar, Soumyendu
Year of Publication 18.04.2024
Year of Publication 18.04.2024
Get full text
Journal Article
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
Sarkar, Soumyendu, Gundecha, Vineet, Ghorbanpour, Sahand, Shmakov, Alexander, Ashwin Ramesh Babu, Naug, Avisek, Pichard, Alexandre, Cocho, Mathieu
Published in arXiv.org (17.04.2024)
Published in arXiv.org (17.04.2024)
Get full text
Paper
Journal Article
Sustainability of Data Center Digital Twins with Reinforcement Learning
Sarkar, Soumyendu, Naug, Avisek, Guillen, Antonio, Luna, Ricardo, Gundecha, Vineet, Ashwin Ramesh Babu, Mousavi, Sajad
Published in arXiv.org (16.04.2024)
Published in arXiv.org (16.04.2024)
Get full text
Paper
Journal Article
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
Sarkar, Soumyendu, Naug, Avisek, Luna, Ricardo, Guillen, Antonio, Gundecha, Vineet, Ghorbanpour, Sahand, Mousavi, Sajad, Markovikj, Dejan, Babu, Ashwin Ramesh
Year of Publication 20.03.2024
Year of Publication 20.03.2024
Get full text
Journal Article
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness
Sarkar, Soumyendu, Babu, Ashwin Ramesh, Mousavi, Sajad, Carmichael, Zachariah, Gundecha, Vineet, Ghorbanpour, Sahand, Luna, Ricardo, Guillen, Gutierrez Antonio, Naug, Avisek
Year of Publication 28.10.2023
Year of Publication 28.10.2023
Get full text
Journal Article
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics
Mousavi, Sajad, Gutiérrez, Ricardo Luna, Rengarajan, Desik, Gundecha, Vineet, Babu, Ashwin Ramesh, Naug, Avisek, Guillen, Antonio, Sarkar, Soumyendu
Year of Publication 28.10.2023
Year of Publication 28.10.2023
Get full text
Journal Article
SustainDC -- Benchmarking for Sustainable Data Center Control
Naug, Avisek, Guillen, Antonio, Luna, Ricardo, Gundecha, Vineet, Rengarajan, Desik, Ghorbanpour, Sahand, Mousavi, Sajad, Babu, Ashwin Ramesh, Markovikj, Dejan, Kashyap, Lekhapriya D, Sarkar, Soumyendu
Year of Publication 14.08.2024
Year of Publication 14.08.2024
Get full text
Journal Article
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters
Sarkar, Soumyendu, Gundecha, Vineet, Ghorbanpour, Sahand, Shmakov, Alexander, Babu, Ashwin Ramesh, Pichard, Alexandre, Cocho, Mathieu
Year of Publication 12.09.2022
Year of Publication 12.09.2022
Get full text
Journal Article
Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement
Sarkar, Soumyendu, Babu, Ashwin Ramesh, Mousavi, Sajad, Ghorbanpour, Sahand, Gundecha, Vineet, Gutierrez, Ricardo Luna, Guillen, Antonio, Naug, Avisek
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Get full text
Conference Proceeding
Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin
Sarkar, Soumyendu, Naug, Avisek, Guillen, Antonio, Gutierrez, Ricardo Luna, Ghorbanpour, Sahand, Mousavi, Sajad, Babu, Ashwin Ramesh, Gundecha, Vineet
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Published in 2023 IEEE 19th International Conference on Automation Science and Engineering (CASE) (26.08.2023)
Get full text
Conference Proceeding