Layered bottlenecks and their mitigation
Bottlenecks are a simple and well-understood phenomenon in service systems and queueing models. However in systems with layered resources bottlenecks are more complicated, because of simultaneous resource possession. Thus, the holding time of a higher-layer resource, such as a process thread, may include a small execution demand, but a large time to use other resources at a lower layer (such as a disk). A single saturation point may in fact saturate many other resources by push-back, making diagnosis of the problem difficult. This paper gives a new corrected definition of a layered bottleneck, and develops a framework for systematic detection of the source of a bottleneck, for applying improvements and for estimating their effectiveness. Many of the techniques are specific to layered bottlenecks.
|Conference||3rd International Conference on the Quantitative Evaluation of Systems, QEST 2006|
Franks, G, Petriu, D, Woodside, M. (Murray), Xu, J. (Jing), & Tregunno, P. (Peter). (2006). Layered bottlenecks and their mitigation. Presented at the 3rd International Conference on the Quantitative Evaluation of Systems, QEST 2006. doi:10.1109/QEST.2006.23