PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability

no code implementations • 5 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.

reinforcement-learning

Shallow Neural Hawkes: Non-parametric kernel estimation for Hawkes processes

no code implementations • 3 Jun 2020 • Sobin Joseph, Lekhapriya Dheeraj Kashyap, Shashi Jain

Multi-dimensional Hawkes process (MHP) is a class of self and mutually exciting point processes that find wide range of applications -- from prediction of earthquakes to modelling of order books in high frequency trading.

Point Processes