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Modeling and Analyzing Offloading Strategies of IoT Applications over Edge Computing and Joint Clouds

Jaber Almutairi, Mohammad Aldossary
2021 Symmetry  
For enhancing customer experience and accelerating job execution, IoT task offloading enables mobile end devices to release heavy computation and storage to the resource-rich nodes in collaborative Edges  ...  Further, it introduces three customized offloading strategies in order to handle various requirements for IoT latency-sensitive applications.  ...  In addition, the authors would like to thank the Deanship of Scientific Research, Prince Sattam bin Abdulaziz University, Al-Kharj, Saudi Arabia, for supporting this work.  ... 
doi:10.3390/sym13030402 doaj:d9cd7389fe11406e8ee32482d67bfabe fatcat:zd5jbf73wffnbb7sm6cng5sdpy

Guest Editorial: Special Issue on Enabling Massive IoT With 6G: Applications, Architectures, Challenges, and Research Directions

Shahid Mumtaz, Varun G. Menon, Anwer Al-Dulaimi, Muhammad Ikram Ashraf, Mohsen Guizani
2021 IEEE Internet of Things Journal  
We hope that this special issue will serve as a useful reference for researchers, scientists, engineers, and academics in the field of massive IoT with 6G.  ...  Shen, the former Editor-in-Chief, and Prof. H.  ...  The article "Stackelberg game for service deployment of IoT-enabled applications in 6G-aware fog network" presents a 6G-aware fog federation model for utilizing maximum fog resources and providing demand  ... 
doi:10.1109/jiot.2021.3061231 fatcat:pqsf5wqmv5gdfjxilm56sszpom

Tiarrah Computing: The Next Generation of Computing

Yanish Pradhananga, Pothuraju Rajarajeswari
2017 International Journal of Informatics and Communication Technology (IJ-ICT)  
The evolution of Internet of Things (IoT) brought about several challenges for the existing Hardware, Network and Application development.  ...  In order to combat these technicalities, many new technologies and strategies are being developed.  ...  INTRODUCTION The general arousal of interest in the Internet of Things (IoT) has introduced a variety of new technologies and strategies to deal with all the production-related data at the core of IoT  ... 
doi:10.11591/ijict.v6i2.pp129-138 fatcat:ek57nl7olvd4vguzhzeuttz2o4

Tiarrah Computing: The Next Generation of Computing

Yanish Pradhananga, Pothuraju Rajarajeswari
2018 International Journal of Electrical and Computer Engineering (IJECE)  
<span>The evolution of Internet of Things (IoT) brought about several challenges for the existing Hardware, Network and Application development.  ...  In order to combat these technicalities, many new technologies and strategies are being developed.  ...  INTRODUCTION The general arousal of interest in the Internet of Things (IoT) has introduced a variety of new technologies and strategies to deal with all the production-related data at the core of IoT  ... 
doi:10.11591/ijece.v8i2.pp1247-1255 fatcat:zatbawb5bzhszmrmscaogjbjua

Development of A Fully Data-Driven Artificial Intelligence and Deep Learning for URLLC Application in 6G Wireless Systems: A Survey [article]

Adeeb Salh, Lukman Audah, Qazwan Abdullah, Abdullah Noorsaliza, Nor Shahida Mohd Shah, Jameel Mukred, Shipun Hamzah
2021 arXiv   pre-print
Furthermore, improving a multi-level architecture for ultra-reliable and low latency in deep Learning allows for data-driven AI and 6G networks for device intelligence, as well as allowing innovations  ...  Data-driven for ultra-reliable and low latency communication is a new service paradigm provided by a new application of future sixth-generation wireless communication and network architecture, involving  ...  is dependent on a strong demand to combine edge computing and artificial intelligence.  ... 
arXiv:2108.10076v1 fatcat:b753qbfwjrdujca6spguxobaxq

Enhancing the Internet of Things with Knowledge-Driven Software-Defined Networking Technology: Future Perspectives

Yuhong Li, Xiang Su, Aaron Yi Ding, Anders Lindgren, Xiaoli Liu, Christian Prehofer, Jukka Riekki, Rahim Rahmani, Sasu Tarkoma, Pan Hui
2020 Sensors  
We discuss the perspectives of knowledge-driven SDN for IoT through a new IoT architecture and illustrate how to realize Industry IoT by using the architecture.  ...  One fundamental concern is that current IoT networks lack flexibility and intelligence. A network-wide flexible control and management are missing in IoT networks.  ...  ., that need to be improved in IoT were not discussed. [55] proposes a collaborative edge-cloud computing platform for IoT data analytics.  ... 
doi:10.3390/s20123459 pmid:32575354 fatcat:zzrzqolkobgbpk3d2zetdtxvqi

Computational Viability of Fog Methodologies in IoT Enabled Smart City Architectures-A Smart Grid Case Study

Md. Muzakkir Hussain, Mohammad Saad Alam, M.M. Sufyan Beg
2018 EAI Endorsed Transactions on Smart Cities  
To combat such SC issues, Fog Computing (FC) emerges as a promising solution, which pushes the computation resources onto the network edge nodes.  ...  This work investigates the high performance of Fog Computing over generic cloud computing in terms of metrics viz. latencies, power consumption etc, through a Smart Grid (SG) use-case.  ...  Networking and System Formulation In a cloud computing model the mega data center (MDC) provides sharable resource pool available for on demand use.  ... 
doi:10.4108/eai.12-2-2018.154104 fatcat:bodmgugpy5flfkdoygrq2moqc4

Leveraging Fog Computing for Scalable IoT Datacenter Using Spine-Leaf Network Topology

K. C. Okafor, Ifeyinwa E. Achumba, Gloria A. Chukwudebe, Gordon C. Ononiwu
2017 Journal of Electrical and Computer Engineering  
Consequently, a spine-leaf Fog computing network (SL-FCN) is presented for reducing latency and network congestion issues in a highly distributed and multilayer virtualized IoT datacenter environment.  ...  This paper proposes an extended cloud IoT model that optimizes bandwidth while allowing edge devices (Internet-connected objects/devices) to smartly process data without relying on a cloud network.  ...  Acknowledgments This research was carried out as an extended work on Distributed Cloud Computing Network for SGEMS/EETACP project commissioned by the Department of Electronic Engineering, University of  ... 
doi:10.1155/2017/2363240 fatcat:7x7xvrmuf5dm7ixlu4m33ryxta

Adaptive Energy-Aware Scheduling of Dynamic Event Analytics Across Edge and Cloud Resources

Rajrup Ghosh, Siva Prakash Reddy Komma, Yogesh Simmhan
2018 2018 18th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID)  
While often centralized in the Cloud, the deployment of capable edge devices on the field motivates the need for cooperative event analytics that span Edge and Cloud computing.  ...  The growing deployment of sensors as part of Internet of Things (IoT) is generating thousands of event streams.  ...  As a result, using edge-computing as a first class resource to complement Cloud computing is essential for IoT applications [12] . Problem.  ... 
doi:10.1109/ccgrid.2018.00022 dblp:conf/ccgrid/GhoshKS18 fatcat:ncg2kq6vtnemdjaisvmjmlinye

Exploring and Modelling IoT Offloading Policies in Edge Cloud Environments

Jaber Almutairi, Mohammad Aldossary
2022 Computer systems science and engineering  
For collaboration between IoT devices and edge cloud servers, edge server nodes provide the computation and storage capabilities for IoT devices through the task offloading process for accelerating tasks  ...  The Internet of Things (IoT) has recently become a popular technology that can play increasingly important roles in every aspect of our daily life.  ...  Besides, the authors thank the Deanship of Scientific Research, Taibah University, Al-Madinah, Saudi Arabia for their equipment supply and resources.  ... 
doi:10.32604/csse.2022.018112 fatcat:lutzdg2hrvhyrhocfhs4nxln5u

iFogSim: A toolkit for modeling and simulation of resource management techniques in the Internet of Things, Edge and Fog computing environments

Harshit Gupta, Amir Vahid Dastjerdi, Soumya K. Ghosh, Rajkumar Buyya
2017 Software, Practice & Experience  
To this end, we need a evaluation platform that enables the quantification of performance of resource management policies on an IoT or Fog computing infrastructure in a repeatable manner.  ...  In this paper we propose a simulator, called iFogSim, to model IoT and Fog environments and measure the impact of resource management techniques in terms of latency, network congestion, energy consumption  ...  ACKNOWLEDGEMENTS This work is: (i) supported by Melbourne-Chindia Cloud Computing Research Network and (ii) initiated as part of the first author's visit to CLOUDS Lab at the University of Melbourne.  ... 
doi:10.1002/spe.2509 fatcat:23a4bijoqbdjdgv2kx4gqegfeq

From Cloud to Fog Computing: A Review and a Conceptual Live VM Migration Framework

Opeyemi Osanaiye, Shuo Chen, Zheng Yan, Rongxing Lu, Kim-Kwang Raymond Choo, Mqhele Dlodlo
2017 IEEE Access  
Fog computing, an extension of cloud computing services to the edge of the network to decrease latency and network congestion, is a relatively recent research trend.  ...  Virtualization is a vital technology in both fog and cloud computing that enables virtual machines (VMs) to coexist in a physical server (host) to share resources.  ...  ACKNOWLEDGEMENTS The authors thank the three anonymous reviewers for providing constructive and generous feedback.  ... 
doi:10.1109/access.2017.2692960 fatcat:7i2k4ij2ijddpbdv4lp6jv6cme

Fog Assisted Cloud Models for Smart Grid Architectures- Comparison Study and Optimal Deployment [article]

Md. Muzakkir Hussain, Mohammad Saad Alam, M.M. Sufyan Beg
2018 arXiv   pre-print
deployment of FC model over SG networks.  ...  Cloud Computing (CC) serves to be a key driver for fulfilling the store and compute requirements of a modern Smart Grid (SG).  ...  NETWORKING AND SYSTEM FORMULATION In a cloud computing model the mega data center (MDC) provides sharable resource pool available for on-demand use.  ... 
arXiv:1805.09254v1 fatcat:bnddfokhqbavvdqg36zec4j6jq

Reliable Firmware Updates for the Information-Centric Internet of Things [article]

Cenk Gündoğan and Christian Amsüss and Thomas C. Schmidt and Matthias Wählisch
2021 arXiv   pre-print
into the IoT edge.  ...  In experimental evaluations on a real-world IoT testbed, we demonstrate feasible strategies with adaptive bandwidth consumption and a high resilience to connectivity loss when replicating firmware images  ...  This work was supported in part by the German Federal Ministry for Education and Research (BMBF) within the  ... 
arXiv:2108.09555v1 fatcat:vimb5hjcnnamjfxa45heaa6bxy

Understanding IoHT and Edge/Fog Computing Solutions for Smart In-Home Remote Healthcare

Kuo-Ming Chu
2022 WSEAS Transactions on Computers  
We expect this paper to be a significant guideline for the subsequent elaboration of fog/edge-based systems that compute solutions for smart in-home remote healthcare IoT applications.  ...  In some urgent scenarios, we reveal a prevailing architectural framework that is based on fog/edge optimal computing approaches smart in-home remote healthcare solutions and architectures and recognize  ...  A couple of years ago, while the IoT was brought in with explicit architecture and mobile phones entered humans' daily routine, the brilliant increment is seen in IoT technology.  ... 
doi:10.37394/23205.2022.21.22 fatcat:bevnukbmcbfonhn5r4j63mcjui
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