Parallelism has many advantages in accelerating compute tasks amenable to speed up. However, whereas parallel processing in an elastic, pay-per-use cloud can generate numerous benefits, there's a hidden downside due to the fundamental statistics and interrelationships of tasks whose completion times are stochastic.
Della Vedova, M. L., Tessera, D., Calzarossa, M. C., Weinman, J., The Economics of Cloud Parallelism under Uncertainty, <<IEEE CLOUD COMPUTING>>, 2016; 2016 (Nov.-Dec.): 16-22. [doi:10.1109/MCC.2016.137] [http://hdl.handle.net/10807/91533]
The Economics of Cloud Parallelism under Uncertainty
Della Vedova, Marco LuigiPrimo
;Tessera, DanieleSecondo
;
2016
Abstract
Parallelism has many advantages in accelerating compute tasks amenable to speed up. However, whereas parallel processing in an elastic, pay-per-use cloud can generate numerous benefits, there's a hidden downside due to the fundamental statistics and interrelationships of tasks whose completion times are stochastic.
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