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Machine Printed Gurumukhi Numerals Recognition using Convolutional Neural Networks

File Size:
1.23 MB
Volume:
Volume 2, Issue 8 (August, 2016)
Publication No:
IJTC201608004
Author:
Davinder Kaur, Rupinder Kaur Gurm
Downloads:
7 x

Abstract:
Autonomic fault aware scheduling is a feature quite important for cloud computing and it is related to adoption of workload variation. In this context, this paper proposes an fault aware pattern matching autonomic scheduling for cloud computing based on autonomic computing concepts In order to validate the proposed solution, we performed two experiments one with traditional approach and other with pattern recognition fault aware approach. The results show the effectiveness of the scheme.

Indexed Terms:
Convolutional neural networks, HMM, K-means algorithm, Gurumukhi Numerals.