1 citations · 1 across the 3 of their papers we have counts for
8 papers
DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
Antonio Guillen-Perez, Avisek Naug, Vineet Gundecha +8
The increasing energy demands and carbon footprint of large-scale AI require intelligent workload management in globally distributed data centers. Yet progress is limited by the ab…
Trace Replay Simulation of MIT SuperCloud for Studying Optimal Sustainability Policies
Wesley Brewer, Matthias Maiterth, Damien Fay
The rapid growth of AI supercomputing is creating unprecedented power demands, with next-generation GPU datacenters requiring hundreds of megawatts and producing fast, large swings…
A self-organising eigenspace map for time series clustering
Donya Rahmani, Damien Fay, Jacek Brodzki
This paper presents a novel time series clustering method, the self-organising eigenspace map (SOEM), based on a generalisation of the well-known self-organising feature map (SOFM)…
Automated Adaptation Strategies for Stream Learning
Rashid Bakirov, Bogdan Gabrys, Damien Fay
Automation of machine learning model development is increasingly becoming an established research area. While automated model selection and automated data pre-processing have been…
An exploration of fetish social networks and communities
Damien Fay, Hamed Haddadi, Michael C. Seto +2
Online Social Networks (OSNs) provide a venue for virtual interactions and relationships between individuals. In some communities, OSNs also facilitate arranging online meetings an…
Predictive partitioning for efficient BFS traversal in social networks
Damien Fay
In this paper we show how graph structure can be used to drastically reduce the computational bottleneck of the Breadth First Search algorithm (the foundation of many graph travers…