3 papers
cs.DC2020
A Fuzzy Logic Controller for Tasks Scheduling Using Unreliable Cloud Resources
Panagiotis Oikonomou, Kostas Kolomvatsos, Nikos Tziritas +3
The Cloud infrastructure offers to end users a broad set of heterogenous computational resources using the pay-as-you-go model. These virtualized resources can be provisioned using…
cs.LG2020
Online NEAT for Credit Evaluation -- a Dynamic Problem with Sequential Data
Yue Liu, Adam Ghandar, Georgios Theodoropoulos
In this paper, we describe application of Neuroevolution to a P2P lending problem in which a credit evaluation model is updated based on streaming data. We apply the algorithm Neur…
cs.DC2019
Performance Evaluation of Dynamic Scaling on MPI
Masatoshi Hanai, Georgios Theodoropoulos
Dynamic scaling aims to elastically change the number of processes during runtime to tune the performance of the distributed applications. This report briefly presents a performanc…