Open Access
ARTICLE
Heuristic and Bent Key Exchange Secured Energy Efficient Data Transaction for Traffic Offloading in Mobile Cloud
Nithya Rekha Sivakumar1, *, Sara Ghorashi1, Mona Jamjoom1, Mai Alduailij1
1 Computer Science Department, College of Computer and Information Sciences, Princess Nourah Bint
Abdulrahman University, Riyadh, Saudi Arabia.
* Corresponding Author: Nithya Rekha Sivakumar. Email: .
Computers, Materials & Continua 2020, 65(3), 1925-1943. https://doi.org/10.32604/cmc.2020.011505
Received 12 May 2020; Accepted 31 July 2020; Issue published 16 September 2020
Abstract
In today’s world, smart phones offer various applications namely face detection,
augmented-reality, image and video processing, video gaming and speech recognition.
With the increasing demand for computing resources, these applications become more
complicated. Cloud Computing (CC) environment provides access to unlimited resource
pool with several features, including on demand self-service, elasticity, wide network
access, resource pooling, low cost, and ease of use. Mobile Cloud Computing (MCC)
aimed at overcoming drawbacks of smart phone devices. The task remains in combining
CC technology to the mobile devices with improved battery life and therefore resulting in
significant performance. For remote execution, recent studies suggested downloading all or
part of mobile application from mobile device. On the other hand, in offloading process,
mobile device energy consumption, Central Processing Unit (CPU) utilization, execution
time, remaining battery life and amount of data transmission in network were related to one
or more constraints by frameworks designed. To address the issues, a Heuristic and Bent
Key Exchange (H-BKE) method can be considered by both ways to optimize energy
consumption as well as to improve security during offloading. First, an energy efficient
offloading model is designed using Reactive Heuristic Offloading algorithm where, the
secondary users are allocated with the unused primary users’ spectrum. Next, a novel AES
algorithm is designed that uses a Bent function and Rijndael variant with the advantage of
large block size is hard to interpret and hence is said to ensure security while accessing
primary users’ unused spectrum by the secondary user. Simulations are conducted for
efficient offloading in mobile cloud and performance valuations are carried on the way to
demonstrate that our projected technique is successful in terms of time consumption,
energy consumption along with the security aspects covered during offloading in MCC.
Keywords
Cite This Article
N. Rekha Sivakumar, S. Ghorashi, M. Jamjoom and M. Alduailij, "Heuristic and bent key exchange secured energy efficient data transaction for traffic offloading in mobile cloud,"
Computers, Materials & Continua, vol. 65, no.3, pp. 1925–1943, 2020. https://doi.org/10.32604/cmc.2020.011505
Citations