Deepak Ajwani, Shoukat Ali, Kostas Katrinis, Cheng-Hong Li, Alfred J Park, John P Morrison, Eugen Schenfeld

2013

October

Journal of Parallel and Distributed Computing

Generating synthetic task graphs for simulating stream computing systems

Published

()

73

10

1362

1374

Abstract Stream-computing is an emerging computational model for performing complex operations on and across multi-source, high-volume data flows. The pool of mature publicly available applications employing this model is fairly small, and therefore the availability of workloads for various types of applications is scarce. Thus, there is a need for synthetic generation of large-scale workloads to drive simulations and estimate the performance of stream-computing applications at scale. We identify the key properties shared by most ...

Academic Press