Title
SQLR: Short-Term Memory Q-Learning for Elastic Provisioning
Abstract
As a growing number of service and application providers choose cloud networks to deliver their services on a software-as-a-service (SaaS) basis, cloud providers need to make their provisioning systems agile enough to meet service level agreements (SLAs). At the same time, they should guard against over-provisioning, which limits their capacity to accommodate more tenants. To this end, we propose ...
Year
DOI
Venue
2021
10.1109/TNSM.2021.3075619
IEEE Transactions on Network and Service Management
Keywords
DocType
Volume
Cloud computing,Time factors,Resource management,Reinforcement learning,Service level agreements,Memory management,Computational modeling
Journal
18
Issue
ISSN
Citations 
2
1932-4537
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Constantine Ayimba101.69
Paolo Casari2274.84
Vincenzo Mancuso3124976.65