TY - GEN
T1 - A system for dynamic server allocation in application server clusters
AU - Chester, A. P.
AU - Xue, J. W.J.
AU - He, L.
AU - Jarvis, S. A.
PY - 2008
Y1 - 2008
N2 - Application server clusters are often used to service high-throughput web applications. In order to host more than a single application, an organisation will usually procure a separate cluster for each application. Over time the utilisation of the clusters will vary, leading to variation in the response times experienced by users of the applications. Techniques that statically assign servers to each application prevent the system from adapting to changes in the workload, and are thus susceptible to providing unacceptable levels of service. This paper investigates a system for allocating server resources to applications dynamically, thus allowing applications to automatically adapt to variable workloads. Such a scheme requires meticulous system monitoring, a method for switching application servers between server pools and a means of calculating when a server switch should be made (balancing switching cost against perceived benefits). Experimentation is performed using such a switching system on a Web application testbed hosting two applications across eight application servers. The testbed is used to compare several theoretically derived switching policies under a variety of workloads. Recommendations are made as to the suitability of different policies under different workload conditions.
AB - Application server clusters are often used to service high-throughput web applications. In order to host more than a single application, an organisation will usually procure a separate cluster for each application. Over time the utilisation of the clusters will vary, leading to variation in the response times experienced by users of the applications. Techniques that statically assign servers to each application prevent the system from adapting to changes in the workload, and are thus susceptible to providing unacceptable levels of service. This paper investigates a system for allocating server resources to applications dynamically, thus allowing applications to automatically adapt to variable workloads. Such a scheme requires meticulous system monitoring, a method for switching application servers between server pools and a means of calculating when a server switch should be made (balancing switching cost against perceived benefits). Experimentation is performed using such a switching system on a Web application testbed hosting two applications across eight application servers. The testbed is used to compare several theoretically derived switching policies under a variety of workloads. Recommendations are made as to the suitability of different policies under different workload conditions.
UR - http://www.scopus.com/inward/record.url?scp=60749126117&partnerID=8YFLogxK
U2 - 10.1109/ISPA.2008.88
DO - 10.1109/ISPA.2008.88
M3 - Conference contribution
AN - SCOPUS:60749126117
SN - 9780769534718
T3 - Proceedings of the 2008 International Symposium on Parallel and Distributed Processing with Applications, ISPA 2008
SP - 130
EP - 139
BT - Proceedings of the 2008 International Symposium on Parallel and Distributed Processing with Applications, ISPA 2008
T2 - 2008 International Symposium on Parallel and Distributed Processing with Applications, ISPA 2008
Y2 - 10 December 2008 through 12 December 2008
ER -