PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability
Fuente:
arXiv
Saved in:
| Main Authors: | Naug, Avisek, Guillen, Antonio, Gutiérrez, Ricardo Luna, Gundecha, Vineet, Markovikj, Dejan, Kashyap, Lekhapriya Dheeraj, Krause, Lorenz, Ghorbanpour, Sahand, Mousavi, Sajad, Babu, Ashwin Ramesh, Sarkar, Soumyendu |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
by: Sarkar, Soumyendu, et al.
Published: (2024)
by: Sarkar, Soumyendu, et al.
Published: (2024)
SustainDC: Benchmarking for Sustainable Data Center Control
by: Naug, Avisek, et al.
Published: (2024)
by: Naug, Avisek, et al.
Published: (2024)
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
by: Sarkar, Soumyendu, et al.
Published: (2024)
by: Sarkar, Soumyendu, et al.
Published: (2024)
Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters
by: Sarkar, Soumyendu, et al.
Published: (2025)
by: Sarkar, Soumyendu, et al.
Published: (2025)
Robustness Evaluation for Video Models with Reinforcement Learning
by: Babu, Ashwin Ramesh, et al.
Published: (2025)
by: Babu, Ashwin Ramesh, et al.
Published: (2025)
Coordinated Robustness Evaluation Framework for Vision-Language Models
by: Babu, Ashwin Ramesh, et al.
Published: (2025)
by: Babu, Ashwin Ramesh, et al.
Published: (2025)
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration
by: Naug, Avisek, et al.
Published: (2024)
by: Naug, Avisek, et al.
Published: (2024)
Sustainability of Data Center Digital Twins with Reinforcement Learning
by: Sarkar, Soumyendu, et al.
Published: (2024)
by: Sarkar, Soumyendu, et al.
Published: (2024)
Hierarchical Multi-Agent Framework for Carbon-Efficient Liquid-Cooled Data Center Clusters
by: Sarkar, Soumyendu, et al.
Published: (2025)
by: Sarkar, Soumyendu, et al.
Published: (2025)
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves
by: Sarkar, Soumyendu, et al.
Published: (2024)
by: Sarkar, Soumyendu, et al.
Published: (2024)
LC-Opt: Benchmarking Reinforcement Learning and Agentic AI for End-to-End Liquid Cooling Optimization in Data Centers
by: Naug, Avisek, et al.
Published: (2025)
by: Naug, Avisek, et al.
Published: (2025)
Fast 3D Surrogate Modeling for Data Center Thermal Management
by: Sarkar, Soumyendu, et al.
Published: (2025)
by: Sarkar, Soumyendu, et al.
Published: (2025)
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
by: Guillen-Perez, Antonio, et al.
Published: (2025)
by: Guillen-Perez, Antonio, et al.
Published: (2025)
Human-in-the-Loop Meta Bayesian Optimization for Fusion Energy and Scientific Applications
by: Gutierrez, Ricardo Luna, et al.
Published: (2026)
by: Gutierrez, Ricardo Luna, et al.
Published: (2026)
BayMOTH: Bayesian optiMizatiOn with meTa-lookahead -- a simple approacH
by: Ejaz, Rahman, et al.
Published: (2026)
by: Ejaz, Rahman, et al.
Published: (2026)
Survey of LLM Agent Communication with MCP: A Software Design Pattern Centric Review
by: Sarkar, Anjana, et al.
Published: (2025)
by: Sarkar, Anjana, et al.
Published: (2025)
Effect of silver salt type on the physicochemical properties and antimicrobial activity of solid‐state Ag‐exchanged zeolites
by: Sajad Faryad, et al.
Published: (2024)
by: Sajad Faryad, et al.
Published: (2024)
Contextualizing Environmentalism in South Asia: Contributions and Relevance of Rabindranath Tagore
by: Avisek Mookherjee
Published: (2017)
by: Avisek Mookherjee
Published: (2017)
Exact Biclique Partition number of Split Graphs
by: Babu, Anand, et al.
Published: (2025)
by: Babu, Anand, et al.
Published: (2025)
A counterexample to the conjecture on Biclique Partition number of Split Graphs and related problems
by: Babu, Anand, et al.
Published: (2026)
by: Babu, Anand, et al.
Published: (2026)
Edge-aware baselines for ogbn-proteins in PyTorch Geometric: species-wise normalization, post-hoc calibration, and cost-accuracy trade-offs
by: Stanković, Aleksandar, et al.
Published: (2025)
by: Stanković, Aleksandar, et al.
Published: (2025)
SGRDN-Data learned sparsification of graph reaction-diffusion networks
by: Ajayakumar, Abhishek, et al.
Published: (2023)
by: Ajayakumar, Abhishek, et al.
Published: (2023)
Improving Surrogate Model Robustness to Perturbations for Dynamical Systems Through Machine Learning and Data Assimilation
by: Ajayakumar, Abhishek, et al.
Published: (2023)
by: Ajayakumar, Abhishek, et al.
Published: (2023)
Dimension-free Score Matching and Time Bootstrapping for Diffusion Models
by: Kumar, Syamantak, et al.
Published: (2025)
by: Kumar, Syamantak, et al.
Published: (2025)
Mesozooplankton biomass during TYDEMAN cruise DCM
by: Veldhuis, Marcel J W, et al.
Published: (1996)
by: Veldhuis, Marcel J W, et al.
Published: (1996)
Physical oceanography during TYDEMAN cruise DCM
by: Veldhuis, Marcel J W, et al.
Published: (1996)
by: Veldhuis, Marcel J W, et al.
Published: (1996)
Chlorophyll and phaeopigments during TYDEMAN cruise DCM
by: Veldhuis, Marcel J W, et al.
Published: (1996)
by: Veldhuis, Marcel J W, et al.
Published: (1996)
Upwelling irradiance during TYDEMAN cruise DCM
by: Veldhuis, Marcel J W, et al.
Published: (1996)
by: Veldhuis, Marcel J W, et al.
Published: (1996)
Downwelling irradiance during TYDEMAN cruise DCM
by: Veldhuis, Marcel J W, et al.
Published: (1996)
by: Veldhuis, Marcel J W, et al.
Published: (1996)
MRI2Speech: Speech Synthesis from Articulatory Movements Recorded by Real-time MRI
by: Shah, Neil, et al.
Published: (2024)
by: Shah, Neil, et al.
Published: (2024)
The Effect of Hyperoxia on Nitric Oxide Metabolism in the Skeletal Muscle of Male Type 2 Diabetic Rats
by: Mahdis Mousavi, et al.
Published: (2025)
by: Mahdis Mousavi, et al.
Published: (2025)
DP-OPD: Differentially Private On-Policy Distillation for Language Models
by: Khadem, Fatemeh, et al.
Published: (2026)
by: Khadem, Fatemeh, et al.
Published: (2026)
Enhancing mechanical properties of PLA ‐based bio composite filament reinforced with horse gram filler for 3D printing applications
by: Ganesh Nataraj, et al.
Published: (2024)
by: Ganesh Nataraj, et al.
Published: (2024)
An Approach To Endpoint Problems in Oscillatory Singular Integrals
by: Iosevich, Alex, et al.
Published: (2025)
by: Iosevich, Alex, et al.
Published: (2025)
A graph based advection framework for climate-driven species distribution
by: Chowdhury, Pranali Roy, et al.
Published: (2026)
by: Chowdhury, Pranali Roy, et al.
Published: (2026)
Vector Spaces of Linearizations for Multivariable State-Space Systems
by: Bist, Avisek, et al.
Published: (2024)
by: Bist, Avisek, et al.
Published: (2024)
Spectral geometry of functional metrics on noncommutative tori
by: Ghorbanpour, Asghar, et al.
Published: (2018)
by: Ghorbanpour, Asghar, et al.
Published: (2018)
Linearizations of Quadratic Two-parameter Matrix Polynomial Via Newton basis
by: Bist, Avisek, et al.
Published: (2025)
by: Bist, Avisek, et al.
Published: (2025)
On the Sensitivity of Instruction-tuned LLMs to Harmful Sentences in Long Inputs
by: Ghorbanpour, Faeze, et al.
Published: (2025)
by: Ghorbanpour, Faeze, et al.
Published: (2025)
Structured Linearizations of Structured Rational Matrices
by: Bist, Avisek, et al.
Published: (2026)
by: Bist, Avisek, et al.
Published: (2026)
Similar Items
-
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time
by: Sarkar, Soumyendu, et al.
Published: (2024) -
SustainDC: Benchmarking for Sustainable Data Center Control
by: Naug, Avisek, et al.
Published: (2024) -
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning
by: Sarkar, Soumyendu, et al.
Published: (2024) -
Reinforcement Learning Platform for Adversarial Black-box Attacks with Custom Distortion Filters
by: Sarkar, Soumyendu, et al.
Published: (2025) -
Robustness Evaluation for Video Models with Reinforcement Learning
by: Babu, Ashwin Ramesh, et al.
Published: (2025)