Resource Allocation Techniques in Cloud Computing: A Review and Future Directions

Manzoor, Muhammad Faraz; Abid, Adnan; Farooq, Muhammad Shoaib; Nawaz, Naeem A.; Farooq, Uzma

doi:10.5755/j01.eie.26.6.25865

Cited by 19 publications

(11 citation statements)

References 52 publications

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“…Similarly, the instructors have been improvising different methods to teach (Abid et al, 2015 ; Domínguez & Jaime, 2010 ) and evaluate (Kawash et al, 2020 ) this theoretical and practical course. Also, the emerging and hot topics such as cloud computing and big data has also created the need to revise the curriculum and methods to teach DSE (Manzoor et al, 2020 ).…”

Section: Introductionmentioning

confidence: 99%

Advances in database systems education: Methods, tools, curricula, and way forward

et al. 2022

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Fundamentals of Database Systems is a core course in computing disciplines as almost all small, medium, large, or enterprise systems essentially require data storage component. Database System Education (DSE) provides the foundation as well as advanced concepts in the area of data modeling and its implementation. The first course in DSE holds a pivotal role in developing students’ interest in this area. Over the years, the researchers have devised several different tools and methods to teach this course effectively, and have also been revisiting the curricula for database systems education. In this study a Systematic Literature Review (SLR) is presented that distills the existing literature pertaining to the DSE to discuss these three perspectives for the first course in database systems. Whereby, this SLR also discusses how the developed teaching and learning assistant tools, teaching and assessment methods and database curricula have evolved over the years due to rapid change in database technology. To this end, more than 65 articles related to DSE published between 1995 and 2022 have been shortlisted through a structured mechanism and have been reviewed to find the answers of the aforementioned objectives. The article also provides useful guidelines to the instructors, and discusses ideas to extend this research from several perspectives. To the best of our knowledge, this is the first research work that presents a broader review about the research conducted in the area of DSE.

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Section: Introductionmentioning

confidence: 99%

Advances in database systems education: Methods, tools, curricula, and way forward

et al. 2022

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“…Network resources or shared resources can include files, the challenge in sharing resources such as data, audio and video, and hardware in a cloud environment can be addressed through resource management. This involves coordinating IT resources by controlling templates, managing virtual IT resources, performing load balancing, resource replication and failover, and monitoring the operational conditions of IT resources [11]. The cloud provider or user accesses these functionalities through a cloud resource administrator, and the virtual machine image repository is located in the Virtual Infrastructure Manager (VIM) as shown in Fig.…”

Section: Resource Allocationmentioning

confidence: 99%

Self-Adapting Security Monitoring in Eucalyptus Cloud Environment

Mahmood¹,

Yahaya²,

Rakhshandeh³

et al. 2023

IJACSA

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This paper discusses the importance of virtual machine (VM) scheduling strategies in cloud computing environments for handling the increasing number of tasks due to virtualization and cloud computing technology adoption. The paper evaluates legacy methods and specific VM scheduling algorithms for the Eucalyptus cloud environment and compare existing algorithms using QoS. The paper also presents a selfadapting security monitoring system for cloud infrastructure that takes into account the specific monitoring requirements of each tenant. The system uses Master Adaptation Drivers to convert tenant requirements into configuration settings and the Adaptation Manager to coordinate the adaptation process. The framework ensures security, cost efficiency, and responsiveness to dynamic events in the cloud environment. The paper also presents the need for improvement in the current security monitoring platform to support more types of monitoring devices and cover the consequences of multi-tenant setups. Future work includes incorporating log collectors and aggregators and addressing the needs of a super-tenant in the security monitoring architecture. The equitable sharing of monitoring resources between tenants and the provider should be established with an adjustable threshold mentioned in the SLA. The results of experiments show that Enhanced Round-Robin uses less energy compared to other methods, and the Fusion Method outperforms other techniques by reducing the number of Physical Machines turned on and increasing power efficiency.

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“…The procedures used by the resource allocation strategies allow resources to be used productively in order to meet customer needs. When developing resource allocation techniques, there are some crucial factors that should be taken into account from the perspectives of both cloud service providers (cost, resource utilisation, energy, workload, SLA, QoS) and cloud service consumers (execution time, response time, user satisfaction, SLA, QoS) [2].…”

Section: Resource Allocationmentioning

confidence: 99%

A Survey on Resource Allocation Techniques in Cloud Computing

Priyadarshini¹,

Nithya²,

Reka³

2022

IJRITCC

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Cloud is an important and emerging technology utilized by various fields for storing, processing and retrieving of data anywhere and anytime without any interruption. Cloud is now acting as a platform for many companies for storing and other computational purposes to reduce infrastructure and maintenance cost similarly they can utilize their application widely based on pay per use. To make available of data to all cloud users Resource Allocation (RA) is mandatory process. In cloud hardware, software and platform are the resources utilized to satisfy user needs hence sharing these resources according to users need is a difficult task. Cloud service provider and cloud service consumer plays the major role in RA. The parameters under resource allocation, its issues and challenges are needed to be analyzed deeply before implementing any optimizing approach in RA. Hence in this work various resource allocation methods have been studied and issues in it is analyzed and presented as a survey. This work is useful for both cloud users and researchers in overcoming the challenges faced in RA.

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Resource Allocation Techniques in Cloud Computing: A Review and Future Directions

Cited by 19 publications

References 52 publications

Advances in database systems education: Methods, tools, curricula, and way forward

Advances in database systems education: Methods, tools, curricula, and way forward

Self-Adapting Security Monitoring in Eucalyptus Cloud Environment

A Survey on Resource Allocation Techniques in Cloud Computing

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