Title :
Closed loop performance management for service delivery systems
Author :
Diao, Yixin ; Heching, Aliza
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
Abstract :
IT service delivery becomes an increasingly challenging business as customers demand improved quality of service while providers are driven to reduce the cost of delivery. While effective service delivery requires advances in many areas including workload management and workforce optimization, in this paper we focus on service request dispatching decision-making. Specifically, we propose a closed loop performance management solution that leverages feedback controllers to dynamically adjust the priority of service requests considering both (static) contractual service attainment targets and (dynamic) attainment levels achieved. We demonstrate the applicability of the proposed approach in a simulation testbed that models a large IT service delivery environment, and compare its performance with two open loop dispatching policies.
Keywords :
closed loop systems; decision making; feedback; quality of service; software performance evaluation; workflow management software; IT service delivery; attainment levels; closed loop performance management; contractual service attainment targets; customer demand; delivery cost reduction; dynamic service request priority adjustment; feedback controllers; quality of service; service delivery systems; service request dispatching decision making; simulation testbed; workforce optimization; workload management; Business; Control systems; Current measurement; Dispatching; Monitoring; Numerical models; Safety;
Conference_Titel :
Network Operations and Management Symposium (NOMS), 2012 IEEE
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-0267-8
Electronic_ISBN :
1542-1201
DOI :
10.1109/NOMS.2012.6211883