WAVELETS FOR MEDICAL BIG DATA ACCESS IMPROVEMENT STRATEGY OVER WIRELESS NETWORK
WAVELETS FOR MEDICAL BIG DATA ACCESS IMPROVEMENT STRATEGY OVER WIRELESS NETWORK
No Thumbnail Available
Date
2016
Authors
Dagadu, Caleb Joshua
Fadia, Shah
Jianping, Li
Wang, Zhou
Yasir, Shah
Faiza, Shah
Journal Title
Journal ISSN
Volume Title
Publisher
University of Electronic Science and Technology of China
Abstract
Medical Big Data (MBD) is the most critical form of
information. MBD over a colossal Wireless Network (WN) is a
sophisticated area of concern. Every day WN is becoming
more dense and complicated. The MBD can be saved to
wireless network after applying suitable Wavelet Compression.
The quality of MBD is the most important factor; which
means efficient and reliable transmission. Wavelet
Compression ensures the best image compression schemes
such that the quality of data is not affected. MBD is in the
form of medical reports, x-rays, CT scan image, audio video
files. MBD over WN needs limited bandwidth utilization.
Software Define Network (SDN) divides the network
infrastructure into two planes. The Control Plane manages
data flow and the Data Plane deals with the data. In- network
coordinating cache via SDN support is a better way of network
efficiency improvement. The cache size is very limited and can
entertain only a limited number of requests. Our proposed
system for MBD Cache (MBDC) is efficient to improvement
the network performance using Wavelets. It is capable to work
in Heterogeneous Network (Het Net) and Software Define
Network (SDN) Architecture. By considering any shortest
path like K-Means algorithm, the neighboring- content cache
awareness reduces the latency time to fulfill the request from
destination.
Description
Keywords
Citation
Li, F. S. J., Caleb, J. D., Zhou, W., Shah, Y., & Shah, F. (2016, December). Wavelets for medical big data access improvement strategy over wireless network. In 2016 13th International Computer Conference on Wavelet Active Media Technology and Information Processing (ICCWAMTIP) (pp. 316-319). IEEE.