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The end-to-end simulation data from DeepSim provides insight which can be used for architecture analysis driving future datacenter architecture directions.
In this paper, we introduce DeepSim, a cluster-level behavioral simulation model for deep learning. ... The end-to-end simulation data from DeepSim provides�...
DeepSim enables scalable system design, deployment, and capacity planning through accurate performance insights. Results from preliminary scaling studies (e.g.�...
Automatically extracting behavioral descriptions from the data and representing it in a simulation model is a weak point of these approaches. Machine learning,�...
DeepSim: cluster level behavioural simulation model for deep learning � January 2019 � International Journal of Big Data Intelligence 6(3/4):224.
DeepSim: cluster level behavioural simulation model for deep learning. Y Shi, KJ Long, K Balasubramanian, Z Bian, A Procter, R Illikkal. International Journal�...
DeepSim: cluster level behavioural simulation model for deep learning. Y Shi, KJ Long, K Balasubramanian, Z Bian, A Procter, R Illikkal. International Journal�...
DeepSim's easy-to-use physics simulator boosts engineering productivity by delivering rapid design insights and offering unmatched scalability.
Missing: Cluster Behavioral Learning.
Apr 25, 2024 � DeepSim: Cluster Level Behavioral Simulation Model for Deep Learning. DASC/PiCom/DataCom/CyberSciTech 2017: 1248-1253. [+][–]. Coauthor�...
Simulating Big Data Clusters for System Planning, Evaluation, and ...
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CSMethod is presented, a novel cluster simulation methodology, to facilitate efficient cluster capacity planning, performance evaluation and optimization,�...