Efficient Utilization in Processing Rate of Data on Occurrence of a Bursty Traffic in a Virtualization Based Cloud Data Center

Authors(2) :-Kaushalya Kanth, Dr. Prakash S

From past many years reducing the miss rate and energy consumption in data center has become the major concern. This can be done by dynamic programming, virtualization and also by sharing resources when there is a low traffic. However, when there is excess traffic (bursty traffic) one cannot share the resources, one need to switch on their own physical machine. In that span of time many users are lost. So, to avoid the above mentioned problem, one need to know when will the bursty traffic will arrive to do the needful. This can be done using Markov model.

Authors and Affiliations

Kaushalya Kanth
Department of CSE, Dr.AIT, Nagarbhavi, Bangalore, Karnataka, India
Dr. Prakash S
Professor, Department of CSE, Dr.AIT, Nagarbhavi, Bangalore, Karnataka, India

Bursty Traffic, Markov Model, Miss Rate Virtualization, Data Center, Dynamic Programming.

  1. J. KOOMEY, "Growth data centre electric use 2004 to 2011".
  2. Gatner, Inc 2007 Gatner estimates industries account For two percent of global carbon di oxide emissions.
  3. M. LIN, A. WIERMAN, L. ANDREW, AND E. THERESKA, "Dynamic rightsizing for power-proportional data centre"
  4. L. MASTROLEON, N. BAMBOS, C. KOZYRAKIS, AND D. ECONOMOU, "Autonmic power managements for internet server and data center"
  5. S. ALBERS, "Energy efficient algorithm" , "Communication with ACM"
  6. A. BELOGLAZOV AND R. BUYYA, "Energy efficient resource management in virtualized cloud data centres"
  7. R. URGAONKAR, U. KOZAT, K. IGARASHI, AND M. NEELY, "Dynamic resource allocation , power management virtualized data centers"
  8. U. DREPPER, "costs of virtualizations"
  9. A. GANDHI, M. HARCHOL-BALTER, AND M. KOZUCH, "sleep state effectiveness in data centres"
  10. A. GANDHI, M. HARCHOL-BALTER, S. DOROUDI, AND A. SCHELLER-WOLF, "Exact analysis the setup class of Markov model versus recursiveness renewal rewards"
  11. S. IRANI, R. GUPTA, AND S. SHUKLA, "Competitive analysis dynamic power strategies system multiple power state"
  12. G. GERONIMO, J. WERNER, R. WEINGARTNER, C. WESTPHALL, AND C. WESTPHALL "Provisioning, resource allocation, and green clouds"
  13. D. BERTSEKAS, Dynamic Programming and virtualization,
  14. R. KUMAR, M. LEWIS, AND H. TOPALOGLU, "Dynamic services rates control a single server with Markov module arrivals"
  15. O. CAPPE, E. MOULINES, AND T. RYDEN, Hidden Markov Model.
  16. E. BAYRAKTAR AND M. LUDKOVSKI, "Sequential tracking of a hidden Markov model using point observations", Stochastic Process and their Applications.

Publication Details

Published in : Volume 3 | Issue 6 | July-August 2018
Date of Publication : 2018-07-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 138-142
Manuscript Number : CSEIT183624
Publisher : Technoscience Academy

ISSN : 2456-3307

Cite This Article :

Kaushalya Kanth, Dr. Prakash S, "Efficient Utilization in Processing Rate of Data on Occurrence of a Bursty Traffic in a Virtualization Based Cloud Data Center", International Journal of Scientific Research in Computer Science, Engineering and Information Technology (IJSRCSEIT), ISSN : 2456-3307, Volume 3, Issue 6, pp.138-142, July-August.2018
URL : http://ijsrcseit.com/CSEIT183624

Follow Us

Contact Us