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Scheduling Algorithms in Fog Computing: A Survey

Khaled Matrouk, Kholoud Alatoun
2021 International Journal of Networked and Distributed Computing (IJNDC)  
Stavrinides and Karatza [49] propose a hybrid fog and cloud-aware heuristic [Hybrid-Earliest Dead-line First (Hybrid-EDF)] for dynamic scheduling of real-time IoT workflows in a three-tiered architecture  ...  Stavrinides and Karatza [49] Hybrid approach for dynamic scheduling of real-time Internet of Things (IoT) workflows in a threetiered architecture in fog and cloud environments.  ... 
doi:10.2991/ijndc.k.210111.001 fatcat:5ee5jhqx6ndwxlkdzcmqwcozsy

Comprehensive Analysis of Resource Allocation and Service Placement in Fog and Cloud Computing

A. S. Gowri, P.Shanthi Bala, Immanuel Zion
2021 International Journal of Advanced Computer Science and Applications  
The findings of the survey help the researchers, to focus their attention on the research gaps and devise a robust RASP strategy in Fog and Cloud environment.  ...  The proliferation of IoT leads to energy crises too. The proposed survey is aimed to build a Resource Allocation and Service Placement (RASP) strategy that addresses these issues.  ...  Hence, a Fog-based RASP solution that supports green environmental sustainability needs focus. The manufacturing units in Industry, nowadays depend on Fog services for instantaneous processing.  ... 
doi:10.14569/ijacsa.2021.0120308 fatcat:mmftlutfa5dstphhsaxfvvu6ti

Computational awareness towards green environments

Neil Y. Yen, Cho-Li Wang, Sajid Hussain, Jong Hyuk Park
2014 Journal of Supercomputing  
This special issue includes original papers describing the latest developments, trends, and solutions of computational awareness towards green environments including green IT and cloud cluster computing  ...  , energy-efficient systems, power-aware software, awareness mechanism and modeling, context, emotion and preference awareness, energy harvesting, sensor, Ad Hoc, P2P networks, and communications, safety  ...  Next paper entitled "Cloud Computing-based Jam Management for a Manufacturing System in a Green IT Environment" by Jeong et al.  ... 
doi:10.1007/s11227-014-1281-z fatcat:bsxidrqfw5dhrlglklgahb3w6m

IEEE Access Special Section Editorial: Emerging Trends, Issues, and Challanges in Energy-Efficient Cloud Computing

Guangjie Han, Gangyong Jia, Jaime Lloret, Yuanguo Bi
2020 IEEE Access  
In the article by Zheng et al., ''A hybrid energy-aware resource allocation approach in cloud manufacturing environment,'' the authors propose a hybrid energy-aware resource allocation approach to help  ...  Traditional resource allocation approaches in CMfg mainly focus on the optimal resource selection process, but the energy consumption for manufacturing resources is rarely considered.  ... 
doi:10.1109/access.2020.3001770 fatcat:agbvka652zhjfge47brz7vrwxm

Server Consolidation Schemes in Cloud Computing Environment: A Review

Mirsaeid Hosseini Shirvani, Aidan Ghojoghi
2018 European Journal of Engineering and Technology Research  
Cloud computing is a new paradigm which deliver computing resources as utility.  ...  This technique is applied in virtualization environment which allows physical servers to host several operating systems and related applications.  ...  To deploy the requested jobs in cloud environment, the user makes a request to a resource broker, specifying the number of processing units required and the associated memory requirements.  ... 
doi:10.24018/ejeng.2016.1.3.169 fatcat:nfrq7f36tncinibgbwyrl7qcre

A Survey on Various Methods and Algorithms of Scheduling in Fog Computing

Raouf Belmahdi, Djamila Mechta, Saad Harous
2021 Ingénierie des Systèmes d'Information  
The rapid deployment of IoT in different areas generates a massive amount of data transferred to the Cloud.  ...  We analyze, compare and classify these different scheduling approaches according to the nature of the algorithm used in the scheduling, the QoS optimized by the proposed approach and the type of applications  ...  This approach is based on a hybrid Fog and Cloud-aware heuristic, for the dynamic scheduling of multiple real-time IoT workflows in a three-tiered architecture.  ... 
doi:10.18280/isi.260208 fatcat:begusnblwbci3e722kxjcgb2ke

Resource Allocation Using Democratic Grey Wolf Optimization in Cloud Computing Environment

Alok Pani, Sri Satya Sai University of Technology and Medical Sciences, Bhawna Dixit, Kailash Patidar, Sri Satya Sai University of Technology and Medical Sciences, Sri Satya Sai University of Technology and Medical Sciences
2019 International Journal of Intelligent Engineering and Systems  
The allocation of the cloud resources to the user based on their request is a Non-deterministic Polynomial-time (NP) issue, which consumes more time.  ...  Cloud computing is one of the growing environment that outlines an internet-based computing system consisting of a large number of computers and other devices, where a number of things, such as computer  ...  Acknowledgments I thank CHRIST (Deemed To Be University), Bangalore for providing favourable environment to carry out my research work.  ... 
doi:10.22266/ijies2019.0831.33 fatcat:dhe5wcfjfbhf5kjmvxhkckzkty

Challenges And Practices Identification Via A Systematic Literature Review In The Adoption Of Green Cloud Computing: Client's Side Approach

Ashfaq Ahmad, Siffat Ullah Khan, Habib Ullah Khan, Ghulam Murtaza Khan, Muhammad Ilyas
2021 IEEE Access  
environments 23 An Auction-based Resource Allocation Model for Green Cloud Computing 24 Improving Cloud Computing Energy Efficiency 25 Efficient Energy Consumption in Green Cloud 26 Energy Saving Approaches  ...  for Green Cloud Computing: A Review 27 Energy Efficient and CO2 Aware Cloud Computing: Requirements and Case Study 28 Green Manufacturing Service Composition in Cloud Manufacturing System: an Introduction  ...  APPENDIX-A TITLES OF THE FINAL SELECTED PAPERS  ... 
doi:10.1109/access.2021.3085707 fatcat:xzdpvonew5alffj6h4o3xaxf4m

workload forecasting and resource management models based on machine learning for cloud computing environments [article]

Deepika Saxena, Ashutosh Kumar Singh
2021 arXiv   pre-print
The workload prediction and resource allocation significantly play an inevitable role in production of an efficient cloud environment.  ...  In this context, the paper presents a comprehensive survey of workload forecasting and predictive resource management models in cloud environment.  ...  Figure 2 : 2 Conceptual framework for resource management in a cloud environment satisfy by the data center.  ... 
arXiv:2106.15112v1 fatcat:cngak4jdvzhjlpfa4jibfne23m

Special Issue on Recent Trends and Future of Fog and Edge Computing, Services and Enabling Technologies

Anand Nayyar, Rudra Rameshwar, Piyush Kanti Dutta
2019 Scalable Computing : Practice and Experience  
Parminder Singh et al. in the paper titled "Triangulation Resource Provisioning for Web Applications in Cloud Computing: A Profit-Aware" proposed a novel triangulation resource provisioning (TRP) technique  ...  Velliangiri S. et al. in the paper titled "Trust factor based key distribution protocol in Hybrid Cloud Environment" proposed a novel security protocol comprising of two stages: first stage, Group Creation  ...  Parminder Singh et al. in the paper titled Triangulation Resource Provisioning for Web Applications in Cloud Computing: A Profit-Aware proposed a novel triangulation resource provisioning (TRP) technique  ... 
doi:10.12694/scpe.v20i2.1558 fatcat:y5sqbksc2bby7g3rj4agwbpz3e

A Review On Green Cloud Computing

Prabhpreet Kaur, Monika Sachdeva
in carbon dioxide emission in the environment.  ...  Dynamic voltage scaling (DVS) has been a key technique in exploiting the hardware characteristics of cloud datacenters to save energy by lowering the supply voltage and operating frequency.  ...   Qi Zhang et al. propose Heterogeneity-Aware Resource Management System (HARMONY) for dynamic capacity provisioning in cloud computing environments.  ... 
doi:10.24297/ijct.v15i4.6933 fatcat:v2abcbr7qfgqrl2eidfsu4tvdi

A Review on Secure and Energy Efficient Approaches for Green Computing

Shivangi Sharma, Gaurav Sharma
2016 International Journal of Computer Applications  
In this paper, a review of all the techniques and approaches utilized to implement virtualization, security and energy-efficiency in green computing has been done.  ...  Green Cloud Computing (or Green Computing) is the energy-efficient and environment-friendly form of cloud computing.  ...  Hybrid Cloud: Such a cloud model provides a mix of services of the public and the private cloud.  ... 
doi:10.5120/ijca2016909044 fatcat:fz2qydj32ne5lmcnadzlh2pg3e

Quality and energy optimized scheduling technique for executing scientific workload in cloud computing environment

Nagendra Prasad S, Subash Kulkarni S
2021 Indonesian Journal of Electrical Engineering and Computer Science  
Extensive workload scheduling has been presented to minimize energy consumption in cloud computing (CC) environment.  ...  Experiment outcome shows QEOS model attains good trade-off between system performance and energy consumption in multi-core cloud computing (CC) architectures when compared with existing model.</p>  ...  Therefore, a solution to sort out the difficulties to achieve trade-off between performance and energy consumption for virtual machines in a cloud environment using a novel Quality and energy optimized  ... 
doi:10.11591/ijeecs.v21.i2.pp1039-1047 fatcat:kieynqwldzbaxa4dizd6gfkahi

Energy-Aware High-Performance Computing: Survey of State-of-the-Art Tools, Techniques, and Environments

Pawel Czarnul, Jerzy Proficz, Adam Krzywaniak
2019 Scientific Programming  
The paper presents state of the art of energy-aware high-performance computing (HPC), in particular identification and classification of approaches by system and device types, optimization metrics, and  ...  We discuss tools and APIs for energy/power management as well as tools and environments for prediction and/or simulation of energy/power consumption in modern HPC systems.  ...  a heterogeneous cloud environment, supporting a variety of GPUs, including the ones still to be released by the manufacturer. e validation of the solution was made using a real-life streaming application  ... 
doi:10.1155/2019/8348791 fatcat:ib3dvjzg2bhhjnnklb4kaj2eqi

A Survey of Architecture, Framework and Algorithms for Resource Management in Edge Computing

S. Premkumar, A. Sigappi
2020 EAI Endorsed Transactions on Energy Web  
Managing the resources becomes a major challenge to be approached due to the diverse and rapidly evolving resources in comparison with the cloud.  ...  This approach is contrary to the conventional methods of utilizing centralized and distant cloud data centers.  ...  The Quality of Service (QoS) metrics in resource allocation has to be met with service differentiation and context awareness to have a better resource utilization in edge and cloud.  ... 
doi:10.4108/eai.23-12-2020.167788 fatcat:vcok5rac35gajhvgtxcclawuje
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