Title :
Sharing-Aware Resource Management Algorithms for Virtual Computing Environments
Author :
Rampersaud, Safraz
Author_Institution :
Dept. of Comput. Sci., Wayne State Univ., Detroit, MI, USA
Abstract :
Virtualization technologies are ubiquitous in data centers around the world where providers consider operational costs and fast delivery guarantees for a variety of profitable services. Providers should consistently invoke measures for increasing the efficiency of their virtualized services in a competitive environment where fast entry to market, technology advancement, and service price differentials separate sustaining providers from antiquated ones. Therefore, providers seeking further efficiencies and profit opportunties should consider how their resources are managed in virtual computing environments which leverage memory reclamation techniques, specifically pagesharing; motivating the design of new sharing-aware resource management algorithms. In this Ph.D. dissertation, we design families of offline and online sharing-aware algorithms for resource management in virtual computing environments, and investigate their properties and their relationships to various sharing models. Our contribution innovates the design of new approximation algorithms offering relevant performance guarantees.
Keywords :
approximation theory; computer centres; ubiquitous computing; virtualisation; approximation algorithms; competitive environment; data centers; memory reclamation techniques; online sharing-aware algorithms; operational costs; profit opportunities; profitable services; sharing aware resource management algorithms; technology advancement; virtual computing environments; virtualization technologies; virtualized services; Algorithm design and analysis; Approximation algorithms; Approximation methods; Containers; Heuristic algorithms; Resource management; Servers;
Conference_Titel :
Cloud Engineering (IC2E), 2015 IEEE International Conference on
Conference_Location :
Tempe, AZ
DOI :
10.1109/IC2E.2015.88