Search Results for author: Dejan Markovikj

Found 3 papers, 0 papers with code

Carbon Footprint Reduction for Sustainable Data Centers in Real-Time

no code implementations21 Mar 2024 Soumyendu Sarkar, Avisek Naug, Ricardo Luna, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu

As machine learning workloads significantly increase energy consumption, sustainable data centers with low carbon emissions are becoming a top priority for governments and corporations worldwide.

Multi-agent Reinforcement Learning

PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability

no code implementations5 Oct 2023 Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Lorenz Krause, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar

The increasing global emphasis on sustainability and reducing carbon emissions is pushing governments and corporations to rethink their approach to data center design and operation.


Deep Apprenticeship Learning for Playing Games

no code implementations16 May 2022 Dejan Markovikj

In the last decade, deep learning has achieved great success in machine learning tasks where the input data is represented with different levels of abstractions.

Atari Games reinforcement-learning +1

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