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Quality of Service Based Cloud Computing Framework for Resource Management

Thesis Info

Access Option

External Link

Author

Ullah, Saeed

Program

PhD

Institute

Preston University

City

Kohat

Province

KPK

Country

Pakistan

Thesis Completing Year

2018

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/12866/1/Saeed%20Ullah_CS_2018_Preston_PRR.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727817191

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Cloud Computing is an evolving information technology development, deployment and delivery model consisting of a collection of interconnected and virtualized computers enabling real time delivery of services and solutions over the Internet. One of the critical concerns in this environment is the provisioning of optimal software and hardware resources to ensure a better quality of service (QoS). The classic cloud computing model where services are provided by a single vendor introduces numerous challenges. Cloud services may be interrupted due to unavailability, natural disaster or abrupt increase of the load and hence the system may not be able to provide services to thousands of customers who solely rely and pay for resources. One of the recently emerging areas in cloud computing is deployment of virtual machines across multiple clouds based on providers’ ranking. This involves benchmarking of different cloud providers, development of different techniques for selection of candidate providers, frameworks for ranking cloud providers and monitoring service level agreement (SLA) violations. Most of the existing literature is focused on employing centralized approaches for overall system ranking and monitoring, however, these approaches are not efficient for an environment where job migration and auto-scaling of virtual machines take place across cloud boundaries. The main objective of this research work is the development and evaluation of a QoS based ranking framework for IaaS computing resources across multiple clouds for resource negotiation, provisioning of physical resources, monitoring and ranking, based on job execution experience. We propose a broker enabled QoS ranking, negotiation and monitoring framework based on user level QoS requirements that determine users’ needs and utility for choosing a best-fit cloud provider among a list of candidate cloud providers. Simulation and real test-bed experimentation results suggest that our proposed framework not only gained higher profit margin but also attained more user satisfaction in terms of lower job rejection and failure rate.
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مولانا حکیم محمد عرفان الحسینی

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''فتح الرحمٰن فی اثبات مذہب النعمان''کا تحقیقی و تجزیاتی مطالعہ An Analytical study of the

In "Fath-ur-Rehman Fi Ithbāt-e-Madhab al-Naumān", Shaykh Abdul Haq Muhaddith Dehalvi collected Ahadith supporting the religion and sect of Imam Abu Hanifa (R.A) and described the differences of the jurists and gave preference to Hanafi School of thought. He has proved through this book that Imam’s sect is in accordance with the Sahih Ahadith and while removing the accusations leveled against Imam Abu Hanifa, he declared that these are the issues on which the contrariness of the hadith was accused but irony of the situation is that Abu Hanifa (R.A) is following the hadith while other jurists explicitly base their intellect and conjecture and the style of the book shows that Abu Hanifa (R.A) is the absolute doer of hadith and Imam Shafi (R.A) uses conjecture and opinion. Moreover, Author speaks on the authenticity of the hadiths which not only support him but also give comfort and consolation to the opposing party. This great book of Hazrat Shaykh Muhaddith (R.A) is unique and unique in its importance, infrequency, style of reasoning, research issues, preference of religion, and hadiths supporting Hazrat Imam Azam Abu Hanifa (R.A) which opens new chapters of coming research. In the said article, an analytical study of his book "Fath-ur-Rehman fi Asbat-e-Madhhab-e-Noman" will be presented which will expose the reality of Imam Abu Hanifa's accusation of being against the hadith and this great effort of Sheikh Abdul Haq will also be brought to light.

Genetic Basis of Variation for High Temperature Tolerance in Gossypium Hirsutum L.

Cotton is the leading fiber crop in Pakistan. Its production is negatively affected by living (biotic) and non-living (abiotic) factors and among those, high temperature is most alarming one. Present study was conducted to explore the genetic basis of heat tolerance in upland cotton. Fifty upland cotton genotypes were screened against high temperature on the basis of CMT%, canopy temperature, seed cotton yield, node number of first fruiting branch, days to first effective boll, heat index (HI) and heat tolerance index (HTI).Significant variation was observed among fifty genotypes on the basis of traits used for screening. Seven heat tolerant (CIM-602, Cyto-178, CIM-616, FH-113, CIM-600, FH-114 and KZ-189) and 5 heat sensitive (AA-802, ARK-3, AGC-501, KZ-191 and VH-389) genotypes were selected for crossing. Selected parents were crossed in North Carolina II mating design fashion in the glasshouse. Seven parent and thirty five F1 crosses were field planted under normal and heat stress condition. The analysis of North Carolina Design II revealed that significant genotypic variations exist in all characters under study like plant height, number of sympodial branches per plant, number of monopodial branches per plant, number of bolls per plant, boll weight, GOT%, seed cotton yield, fiber length, fiber strength, fiber fineness, CMT%, node number of first fruiting branch and days to first effective boll. High differences were observed between phenotypic and genotypic variances for various traits which depicted high environmental effect on all studied traits. Among testers AGC-501, AA-802 and VH-389 were found best male combiners for most of the traits. FH-114 showed good GCA effects for plant height and bolls per plant, Cyto-178 for monopodial branches per plant and boll weight, FH-113 for most of the traits studied both under normal and stressed conditions. The crosses FH-114 × ARK-3 and FH-114× AGC-501 showed good SCA effects for most of the traits. Selecting such crosses would be beneficial for the development of superior hybrid through heterosis breeding. Crosses that showed significantbetter parent heterosis for different traits were FH-114 × ARK-3 for plant height,Cyto-178 × AA-802 for monopodia,CIM-616 × ARK-3 for sympodial branches, FH-114 × VH-389 for number of bolls, FH-113 × AA-802 for boll weight, Cyto-178 × KZ-191 for seed cotton yield, CIM-616 × KZ-191 showed maximum fiber length, FH-114 × ARK-3 for fiber strength, FH-114 x KZ-191 for fiber fineness, Cyto-178 × AGC-501 for GOT%, CIM-616 x AA-802 for canopy temperature, FH-114 × VH-389 for node number of first fruiting branch, FH-114 x AA-802 for days to 1st effective boll and CIM-616 × VH-389 for CMT %.As most of the traits were governed by non-additive genes with low narrow sense heritability, so it is suggested that selection may be delayed, or development of hybrid variety would be more effective under high temperature areas.