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Resource Scheduling in Edge Computing: A Survey [article]

Quyuan Luo, Shihong Hu, Changle Li, Guanghui Li, Weisong Shi
2021 arXiv   pre-print
With the proliferation of the Internet of Things (IoT) and the wide penetration of wireless networks, the surging demand for data communications and computing calls for the emerging edge computing paradigm  ...  By moving the services and functions located in the cloud to the proximity of users, edge computing can provide powerful communication, storage, networking, and communication capacity.  ...  The authors proposed a distributed approach based on the Stackelberg game to solve the task assignment problem.  ... 
arXiv:2108.08059v1 fatcat:oo4lepcn3rhdfafefw5lkq2lia

Resource Management Techniques for Cloud-Based IoT Environment [article]

Syed Arshad Ali, Manzoor Ansari, Mansaf Alam
2020 arXiv   pre-print
Further, this paper also uncovered challenges and issues of Cloud-based resource allocation for IoT environment.  ...  Internet of Things (IoT) is an Internet-based environment of connected devices and applications.  ...  In this paper, Cloud-based resource allocation techniques for IoT environment have been studied and categorized into different groups: SLA-Aware, Context-Aware, QoS-Aware, Power-Aware and Cost-Aware resource  ... 
arXiv:2002.12729v1 fatcat:usazik6ednd4fmr6opq4lptagq

2019 Index IEEE Transactions on Network and Service Management Vol. 16

2019 IEEE Transactions on Network and Service Management  
Dong, C., +, T-NSM June 2019 729-742 Latency and Reliability-Aware Workload Assignment in IoT Networks With Mobile Edge Clouds.  ...  Vallero, G., +, T-NSM Sept. 2019 896-908 Latency and Reliability-Aware Workload Assignment in IoT Networks With Mobile Edge Clouds.  ...  Stochastic programming Tiered Cloud Storage via Two-Stage, Latency-Aware Bidding. Zhang  ... 
doi:10.1109/tnsm.2019.2960621 fatcat:zdo7i4plobaqxp54v7624wkrxi

Towards Computation Offloading in Edge Computing: A Survey

Congfeng Jiang, Xiaolan Cheng, Honghao Gao, Xin Zhou, Jian Wan
2019 IEEE Access  
Computation offloading plays a crucial role in edge computing in terms of network packets transmission and system responsiveness through dynamic task partitioning between cloud data centers and edge servers  ...  Moreover, resource scheduling approaches, gaming and tradeoffing among system performance and overheads for computation offloading decision making are also reviewed.  ...  Similarly, Wang and Li [71] proposed a computation offloading approach in mobile cloud computing system and a context-aware offloading algorithm.  ... 
doi:10.1109/access.2019.2938660 fatcat:qcpqojzxsnbsnmuez3x2ew4sqa

Towards Mobile Edge Computing: Taxonomy, Challenges, Applications and Future Realms

Junaid Qadir
2020 figshare.com  
However, deploying cloud computing for delay critical applications and reducing the delay in access to the resources are challenging.  ...  The Mobile Edge Computing (MEC) paradigm is one of the effective solutions, which brings the cloud computing services to the proximityof the edge network and leverages the available resources.  ...  However, in the case of offloading to the cloud server, it consumes more energy. 13) DCA-TAMC A distributed and context-aware task assignment mechanism for collaborative (DCA-TAMC) MEC is proposed to  ... 
doi:10.6084/m9.figshare.13147607.v1 fatcat:ni77edahzfhifgqtl22o565ygi

Fog Computing Algorithms: A Survey and Research Opportunities

Shaifali P. Malukani, C. K. Bhensdadia
2021 Applied Computer Systems  
In the existing literature, a systematic study of architectural designs is widely conducted for various applications. Algorithms are seldom examined. Algorithms play a crucial role in fog computing.  ...  The classic Internet of Things-Cloud Computing model faces challenges like high response latency, high bandwidth consumption, and high storage requirement with increasing velocity and volume of generated  ...  Baranwal and Vidyarthi [23] propose a game-theoretic approach for computational offloading to decide which tasks to run on local servers and which to run in a fog/cloud environment.  ... 
doi:10.2478/acss-2021-0017 fatcat:wf3pedj7fbddbdfjabz2nugwli

CA-DAG: Modeling Communication-Aware Applications for Scheduling in Cloud Computing

Dzmitry Kliazovich, Johnatan E. Pecero, Andrei Tchernykh, Pascal Bouvry, Samee U. Khan, Albert Y. Zomaya
2015 Journal of Grid Computing  
Such a representation allows making separate resource allocation decisions: assigning processors to handle computing jobs, and network resources for information transmissions.  ...  Following this observation, we propose a new communication-aware model of cloud computing applications, called CA-DAG.  ...  Acknowledgment The authors would like to acknowledge the funding from National Research Fund, Luxembourg in the framework of ECO-CLOUD (C12/IS/3977641) project.  ... 
doi:10.1007/s10723-015-9337-8 fatcat:m57o3wcxk5bddlptxzzixbyaxe

A User-centric QoS-aware Multi-path Service provisioning in Mobile Edge Computing

Saif U. R. Malik, Tehsin Kanwal, Samee U. Khan, Hassan Malik, Haris Pervaiz
2021 IEEE Access  
In the said perspective, Mobile Edge Computing (MEC) serves as a proxy between the things (devices) and the cloud, pushing the computations at the edge of the network.  ...  In this paper, we made an attempt to overcome the aforesaid limitation by proposing a usercentric QoS-aware multi-path service provisioning approach.  ...  It optimize the total energy consumption based on service latency constraints. A game-based computation offloading (GCO) algorithm has been proposed for the issue of task offloading.  ... 
doi:10.1109/access.2021.3070104 fatcat:d37qpth7o5buzk4xrznlbnzaw4

2020 Index IEEE Transactions on Services Computing Vol. 13

2021 IEEE Transactions on Services Computing  
., +, TSC May-June 2020 451-463 Efficient QoS-Aware Service Recommendation for Multi-Tenant Service-Based Systems in Cloud. Wang, Y., +, TSC Nov.  ...  -Feb. 2020 44-58 Cloud/Edge Computing Service Management in Blockchain Networks: Multi-Leader Multi-Follower Game-Based ADMM for Pricing.  ... 
doi:10.1109/tsc.2021.3055723 fatcat:eumbihmezvehxdfbmlp6ufzkwe

Towards Mobile Edge Computing: Taxonomy, Challenges, Applications and Future Realms

Junaid Qadir, Beatriz Sainz-De-Abajo, Anwar Khan, Begona Garcia-Zapirain, Isabel De La Torre-Diez, Hasan Mahmood
2020 IEEE Access  
However, in the case of offloading to the cloud server, it consumes more energy. 13) DCA-TAMC A distributed and context-aware task assignment mechanism for collaborative (DCA-TAMC) MEC is proposed to  ...  To cope with the latency constraint in the MEC network, this paper presents a distributed cloud-aware power control (CaPC) scheme that has high computation ratio with a low cost of latency.  ... 
doi:10.1109/access.2020.3026938 fatcat:rfboh327g5flnn3a6ueq5tv44q

2021 Index IEEE Transactions on Parallel and Distributed Systems Vol. 32

2022 IEEE Transactions on Parallel and Distributed Systems  
., +, TPDS May 2021 1256-1269 A Game-Based Approach for Cost-Aware Task Assignment With QoS Constraint in Collaborative Edge and Cloud Environments.  ...  ., +, TPDS April 2021 830-841 Quality of service A Game-Based Approach for Cost-Aware Task Assignment With QoS Constraint in Collaborative Edge and Cloud Environments.  ...  Graph coloring Feluca: A Two-Stage Graph Coloring Algorithm With Color-Centric Paradigm on GPU. Zheng, Z., +,  ... 
doi:10.1109/tpds.2021.3107121 fatcat:e7bh2xssazdrjcpgn64mqh4hb4

A Review of Techniques and Methods for IoT Applications in Collaborative Cloud-Fog Environment

Jielin Jiang, Zheng Li, Yuan Tian, Najla Al-Nabhan
2020 Security and Communication Networks  
In this paper, the concepts and characteristics of cloud and fog computing are introduced, followed by the comparison and collaboration between them.  ...  Fog has been proposed as a complement to the cloud which moves servers to the edge of the network, making it possible to process service requests of terminal devices locally.  ...  genetic algorithm to enable the roadside nodes to offload computing tasks with the minimum cost offloading the computing tasks from cloud to the edge.  ... 
doi:10.1155/2020/8849181 fatcat:7nnstq2xrnb7tbxxpilykyh6fq

Edge-Computing-Enabled Smart Cities: A Comprehensive Survey [article]

Latif U. Khan, Ibrar Yaqoob, Nguyen H. Tran, S. M. Ahsan Kazmi, Tri Nguyen Dang, Choong Seon Hong
2020 arXiv   pre-print
Later, we categorize and classify the literature by devising a comprehensive and meticulous taxonomy.  ...  Recent years have disclosed a remarkable proliferation of compute-intensive applications in smart cities.  ...  A coalition game was used in [205] to design pricing incentive based on trust for collaboration in ultra-dense networks.  ... 
arXiv:1909.08747v2 fatcat:nwnyec5gnfdmtd3msohsbkgulm

khan2020.pdf

Khan Zulfiqar
2021 figshare.com  
Edge Computing Survey  ...  A coalition game was used in [206] to design pricing incentive based on trust for collaboration in ultra-dense networks.  ...  the cost associated with transmission power, number of RSUs, and interference level for improving QoS.  ... 
doi:10.6084/m9.figshare.14099087.v1 fatcat:nipztbbrgrcwvp2dy6m2gbyytm

Game Theoretic Approaches in Vehicular Networks: A Survey [article]

Zemin Sun, Yanheng Liu, Jian Wang, Carie Anil, Dongpu Cao
2020 arXiv   pre-print
Game theory, a theoretical framework designed for strategic interactions among rational decision-makers who faced with scarce resources, can be used to model and analyze individual or group behaviors of  ...  Then, a comprehensive review of applications of GT in VNs is presented, which primarily covers the aspects of QoS and security.  ...  [55] proposed a collaborative task offloading and resource allocation scheme based on MEC and traditional Cloud Computing (CC).  ... 
arXiv:2006.00992v1 fatcat:lljjlitvlvbvhbg3aot5xszefm
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