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11 Real Time Streaming Analytics with Megh Computing on Dell EMC PowerEdge Servers
2. Cost: >3x improvement in per channel cost for the same performance of 240 fps
Conclusions
Real Time Analytics solution running on Dell EMC Power Edge servers with Intel PACs delivers >8x
throughput at <3x lower cost compared to CPU-only solutions to support various Video Analytics use
cases for fraud prevention, inventory management and surveillance. The same platform can be applied
to support Text Analytics for financial analytics, network analytics and other use cases.
References
[1] H. Zhao, O. Gallo, I. Frosio and J. Kautz, "Loss Functions for Image Restoration with Neural Networks,"
in IEEE Transactions on Computational Imaging, vol. 3, no. 1, pp. 47-57, March 2017
[2] L. J. Buturovic and L. T. Citkusev, "Back propagation and forward propagation," [Proceedings 1992]
IJCNN International Joint Conference on Neural Networks, Baltimore, MD, 1992, pp. 486-491 vol.4.
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