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Reseach Article

Optimizing QoSin Distributed Systems / Cloud Computing Architectures

by John P. Sahlin, Shahram Sarkani, Thomas Mazzuchi
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 42 - Number 18
Year of Publication: 2012
Authors: John P. Sahlin, Shahram Sarkani, Thomas Mazzuchi
10.5120/5792-8097

John P. Sahlin, Shahram Sarkani, Thomas Mazzuchi . Optimizing QoSin Distributed Systems / Cloud Computing Architectures. International Journal of Computer Applications. 42, 18 ( March 2012), 14-20. DOI=10.5120/5792-8097

@article{ 10.5120/5792-8097,
author = { John P. Sahlin, Shahram Sarkani, Thomas Mazzuchi },
title = { Optimizing QoSin Distributed Systems / Cloud Computing Architectures },
journal = { International Journal of Computer Applications },
issue_date = { March 2012 },
volume = { 42 },
number = { 18 },
month = { March },
year = { 2012 },
issn = { 0975-8887 },
pages = { 14-20 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume42/number18/5792-8097/ },
doi = { 10.5120/5792-8097 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:31:38.268153+05:30
%A John P. Sahlin
%A Shahram Sarkani
%A Thomas Mazzuchi
%T Optimizing QoSin Distributed Systems / Cloud Computing Architectures
%J International Journal of Computer Applications
%@ 0975-8887
%V 42
%N 18
%P 14-20
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

The primary challenge of cloud service providers is finding ways to maintain a high degree of Quality of Service (QoS) in a cost-effective manner to ensure either profitability (for business-based cloud service providers) or cost avoidance (for government cloud service providers). The traditional approach to improving system performance is to upgrade the servers and/or network backbone, an expensive undertaking. The authors used OPNET Modeler to represent distributed system architecture supporting a variety of application services and defined a framework for measuring QoS from the end-user's perspective and discovered that there is no direct relationship between server/network upgrades and overall QoS in distributed systems. This framework can be used as a decision support tool for cloud service providers to optimize the QoS of their systems by choosing upgrade strategies that provide the greatest "bang for the buck. "

References
  1. Wang, P. , Chen, H. , Yang, X. , & Lu, X. (2011) "Active queue management of delay network based on constrained model predictive control. " Proceedings of the 2011 Chinese Control and Decision Conference, pp814 – 818 doi: 10. 1109/CCDC. 2011. 5968294
  2. IEEE Standard 802. 16 Working Group, IEEE Standard for Local and Metropolitan Area Networks Part 16: Air Interface for Fixed Broadband Wireless Access Systems (Revision of IEEE Standard 802. 16-2001), 2004.
  3. Standard Performance Evaluation Corporation. (2011). "The SPEC Organization. " http://www. spec. org/spec/
  4. J. D. Sterman. Business Dynamics: Systems Thinking and Modeling for a Complex World. Boston: Irwin McGraw-Hill, 2000.
  5. S. Ross. Simulation (4th ed. ). Boston: Academic Press, 2006.
  6. Fusion-IO. (2012). "Fusion-IO. " http://www. fusionio. com/
  7. Kambalta, K. , Pathak, A. , &Pucha, H. (2009, June). "Towards optimizing Hadoop provisioning in the cloud. " HotCloud'09: Proceedings of the 2009 Conference on Hot Topics in Cloud Computing. http://www. usenix. org/event/hotcloud09/tech/full_papers/kambatla. pdf
  8. Zaharia, M. , Konwinski, A. , Joseph, A. D. , Katz, R. , and Stoica, I. (2011). "Improving MapReduce performance in heterogeneous environments. " Proceedings of the 8th USENIX Conference on Operating Systems Design and Implementation Conference, pp 29 – 42.
  9. Greenberg, A. , et al. (2011, March). "VL2: A scalable and flexible data center network. " Communications of the ACM 54(3), pp. 95 – 104. doi: 10. 1145/1897852. 1897877
  10. Sandholm, Thomas & Lai, Kevin (2009, June). "MapReduce optimization using regulated dynamic prioritization. " Performance Evaluation Review 37(1), pp. 299-310. ISSN: 0163-5999
  11. VMWare (2012). "VMWare ESX Server" http://www. vmware. com/products/esx
  12. Citrix (2012). "Citrix XenServer 6. " http://www. citrix. com/English/ps2/products/ product. asp?contentID=683148
  13. Zhang, Q. i, Cheng, L. , &Boutaba, R. (2010, April 20). "Cloud computing: state-of-the-art and research challenges. " Journal of Internet Server Applications 1, [online edition] pp. 7 – 18. doi: 10. 1007/s13174-010-0007-6
  14. Han, Y. (2010, June). "On the clouds: A new way of computing. " Information Technology and Libraries 29(2), pp. 87 - 92. ISSN 07309295
  15. Hipes, A. (2011, August). "Virtualization and elastic provisioning in carrier-grade solutions. " http://advancedtca-systems. com/virtualization-elastic-provisioning-carrier-grade-solutions/
  16. Gantz, J. and Reinsel, D. (2011, June). "Extracting value from chaos. " IDC IVEW. http://idcdocserv. com/1142
  17. Fitchard, K. (2012, January). "Verizon charging 4G prices but selling a lot of 3G phones. " http://gigaom. com/mobile/verizon-charging-4g-prices-but-selling-a-lot-of-3g-phones/
  18. Gartner. (2010). "Gartner Identifies the Top 10 Strategic Technologies for 2011. " http://www. gartner. com/it/page. jsp?id=1454221
  19. Golden, B. (2009). "How cloud computing can transform business. " http://blogs. hbr. org/cs/2010/06/business_agility_how_cloud_com. html
  20. Sahlin, J. (2011). Workshop: Cloud architectures for government. Presented at the NDIA Cloud Computing Symposium, San Diego, CA. http://www. ndia-d. org/attachments/article/76/Sahlin_Cloud%20for%20Government %20Workshop. final. pdf
  21. Oppenheimer, C. (2012, February). "Which is less expensive: Amazon or self-hosted?" http://gigaom. com/2012/02/11/which-is-less-expensive-amazon-or-self-hosted
  22. Bain, S. A. , Merchant, F. , Minns, B. , & Thomas, J. J. (2010, March). Building a Dynamic Infrastructure with IBM Power Systems: A Closer Look at Private Cloud TCO. http://public. dhe. ibm. com/common/ssi/ecm/en/pow03043usen/POW03043USEN. PDF
Index Terms

Computer Science
Information Sciences

Keywords

Computernetworks Quality Of Service Modeling And Simulation Computer Performance Distributed Systems