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Consistent Hashing and Real-Time Task Scheduling in Fog Computing

Consistent Hashing and Real-Time Task Scheduling in Fog Computing

Geetha J. J., Jaya Lakshmi D. S., Keerthana Ningaraju L. N.
Copyright: © 2022 |Pages: 17
ISBN13: 9781799881612|ISBN10: 179988161X|ISBN13 Softcover: 9781799881629|EISBN13: 9781799881636
DOI: 10.4018/978-1-7998-8161-2.ch013
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MLA

J., Geetha J., et al. "Consistent Hashing and Real-Time Task Scheduling in Fog Computing." Deep Learning Applications for Cyber-Physical Systems, edited by Monica R. Mundada, et al., IGI Global, 2022, pp. 245-261. https://doi.org/10.4018/978-1-7998-8161-2.ch013

APA

J., G. J., D. S., J. L., & N., K. N. (2022). Consistent Hashing and Real-Time Task Scheduling in Fog Computing. In M. Mundada, S. Seema, S. K.G., & M. Shilpa (Eds.), Deep Learning Applications for Cyber-Physical Systems (pp. 245-261). IGI Global. https://doi.org/10.4018/978-1-7998-8161-2.ch013

Chicago

J., Geetha J., Jaya Lakshmi D. S., and Keerthana Ningaraju L. N. "Consistent Hashing and Real-Time Task Scheduling in Fog Computing." In Deep Learning Applications for Cyber-Physical Systems, edited by Monica R. Mundada, et al., 245-261. Hershey, PA: IGI Global, 2022. https://doi.org/10.4018/978-1-7998-8161-2.ch013

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Abstract

Distributed caching is one such system used by dynamic high-traffic websites to process the incoming user requests to perform the required tasks in an efficient way. Distributed caching is currently employing hashing algorithm in order to serve its purpose. A significant drawback of hashing in this circumstance is the addition of new servers that would result in a change in the previous hashing method (rehashing), hence, goes into a rigmarole. Thus, we need an effective algorithm to address the problem. This technique has served as a solution for distributed and rehashing problems. Most of upcoming internet of things will have to be latency aware and will not afford the data transmission and computation time in the cloud servers. The real-time processing in proximal distance device would be much needed. Hence, the authors aim to employ a real-time task scheduling algorithm. Computations referring to the user requests that are to be handled by the servers can be efficiently handled by consistent hashing algorithms.

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