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Optimization of Resource Management for NFV-Enabled IoT Systems in Edge Cloud Computing
2020
IEEE Access
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More specifically, the ratio between the computation time of GMA and that of GMO increases from 3 times to 17 times when the number of nodes varies from 16 to 49 nodes. ...
The main contributions of the paper are as follows: • We introduce two optimization problems of resource management for NFV-enabled IoT systems in edge cloud computing: the joint optimization problem of ...
doi:10.1109/access.2020.3026711
fatcat:rbhhxnz4f5cvjkl5nu5tyjsrgq
Optimization and Simulation for E-Commerce Supply Chain in the Internet of Things Environment
2020
Complexity
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The application of Internet of Things (IoT) technology to the optimization of e-commerce supply chain can help e-commerce enterprises to monitor each product in real time and manage logistics system reasonably ...
solutions to procurement robustness optimization and management process optimization. ...
chain [4] . e application of IoT to the e-commerce supply chain optimization can help the e-commerce companies to monitor each product in real time and optimize the management of the logistics system ...
doi:10.1155/2020/8821128
fatcat:caxecx2nbvcbvleg2pix2gkhiq
Information-Centric IoT-Based Smart Farming with Dynamic Data燨ptimization
2023
Computers Materials & Continua
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of Things (IoT). ...
The information storage and management with DDO has been expanded individually to show the effective use of membership parameters in data optimization. ...
cost
Figure 5 : 5 Figure 5: Optimization ratio (a) Over number of sensor nodes and (b) Time slots
Figure 6 : 6 Figure 6: Energy consumption ratio (a) Over number of sensor nodes and (b) Time slots ...
doi:10.32604/cmc.2023.029038
fatcat:y7kbnbfawnhgjdrrfsmmzfirge
Reliable Internet of Things: Challenges and Future Trends
2021
Electronics
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We provide a brief survey of recent work in four major areas of reliable IoT including resource allocation, latency management, security, and reliability metrics. ...
The Internet of Things (IoT) is a vital component of many future industries. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/electronics10192377
doaj:ac24907d16174f73b65b33a09bc0d3b3
fatcat:tdrjuptabzaonmjp4euwphykbq
Joint Admission Control and Resource Allocation in Edge Computing for Internet of Things
2018
IEEE Network
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Let C(t) be the maximum number of packets at time slot t of the wireless link between the fog node and the IoT devices. ...
As the packets of K types of IoT devices are offloaded to the fog node, we define Q k (t) as the queue backlog at time slot t. ...
doi:10.1109/mnet.2018.1700163
fatcat:bei7aizyhbblpboebn2pi7um2u
A secure framework for effective workload resource management
2024
Indonesian Journal of Electrical Engineering and Computer Science
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In addition, a framework for data management techniques in the IoT environment is designed to ensure efficient and secure storage, management, and processing of IoT data. ...
Also, by using the security method, the proposed method provides better security to the IoT nodes during the data aggregation and processing of the workload. ...
Thus, the reputation value depends on number of times the node interacted with other nodes considering time u. From this, the future reputation of the node is represented as F o u (x, y). ...
doi:10.11591/ijeecs.v34.i1.pp472-481
fatcat:cm7ah3vmnjb7pnc7wr6r5pdldy
Applications of Integrated IoT-Fog-Cloud Systems to Smart Cities: A Survey
2021
Electronics
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This platform will allow applications to use the best features from the IoT devices, fog nodes, and cloud services to deliver best capabilities and performance. ...
Some of the technologies assisting smart city applications are the Internet of Things (IoT), fog computing, and cloud computing. ...
Real-Time Support One of the major advantages of fog nodes is their closeness to the IoT components and ability to provide real-time support. ...
doi:10.3390/electronics10232918
fatcat:nvtuswyafjaexhf55bj6i36oey
Artificial Intelligence Techniques for Cognitive Sensing in Future IoT: State-of-the-Art, Potentials, and Challenges
2020
Journal of Sensor and Actuator Networks
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Currently, challenges in this domain have motivated research efforts towards providing cognitive solutions for IoT usage. ...
Smart, secure and energy-efficient data collection (DC) processes are key to the realization of the full potentials of future Internet of Things (FIoT)-based systems. ...
energy management models for IoT nodes. ...
doi:10.3390/jsan9020021
fatcat:jhhenqau2fgvdjmoqkovs73rle
The NebulaStream Platform: Data and Application Management for the Internet of Things
[article]
2020
arXiv
pre-print
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The Internet of Things (IoT) presents a novel computing architecture for data management: a distributed, highly dynamic, and heterogeneous environment of massive scale. ...
To address these challenges, we introduce the NebulaStream platform, a general purpose, endto-end data management system for the IoT. ...
ACKNOWLEDGMENTS This work was funded by the EU projects E2Data (780245), DFG Priority Program "Scalable Data Management for Future Hardware" (MA4662-5), FogGuru (Horizon 2020 under Marie Sk lodowska-Curie ...
arXiv:1910.07867v3
fatcat:7cysqjgsa5co3ktsvw5wtfdnzm
A Parallelization based Data Management Framework for Pervasive IoT Applications
2020
Scalable Computing : Practice and Experience
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But in most of the pervasive IoT applications, the resources of an IoT device such as storage, processing, and energy are limited; as such there is a need for management of resources in such applications ...
This paper also proposes a parallelization based data management framework for resource-constrained pervasive applications of IoT. ...
In pervasive applications of IoT, the resource utilization should be optimized because of resource constraints, as such, the algorithms and protocols used in the data management framework should be designed ...
doi:10.12694/scpe.v21i3.1746
fatcat:kfniw56hijhnbc5lgyr6ffkcb4
The NebulaStream Platform for Data and Application Management in the Internet of Things
2020
Conference on Innovative Data Systems Research
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The Internet of Things (IoT) presents a novel computing architecture for data management: a distributed, highly dynamic, and heterogeneous environment of massive scale. ...
To address these challenges, we introduce the NebulaStream platform, a general purpose, endto-end data management system for the IoT. ...
ACKNOWLEDGMENTS This work was funded by the EU projects E2Data (780245), DFG Priority Program "Scalable Data Management for Future Hardware" (MA4662-5), FogGuru (Horizon 2020 under Marie Sk lodowska-Curie ...
dblp:conf/cidr/ZeuchCMGGGBTM20
fatcat:zdjd5gkoubgjhgrhtf7ig6o3j4
A Cluster based Intelligent Method to Manage Load of Controllers in SDN-IoT Networks for Smart Cities
2021
Scalable Computing : Practice and Experience
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Smart city infrastructure is an application of IoT network which purpose is to manage the city network without human interventions. ...
The SDN centrally manages different Internet of Things (IoT) enabled smart devices like, actuators and sensors connected in the networks. ...
The traffic load of data needed to manage in SDN-IoT enabled networks due to real time data collections. Here, the goal is to manage the total traffic load processed by IoT enabled nodes. ...
doi:10.12694/scpe.v22i2.1912
fatcat:2axvai2ppzfbnevfkvffjwgluq
Adaptive Data Transmission Optimization in Internet of Things
2019
VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE
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The results of the proposed scheme in this paper outperform the existing algorithms in terms of energy, power, number of alive nodes and delay. ...
The proposed scheme is used for data transmission optimization in delay-sensitive resource-constrained IoT applications. ...
, minimizing the traffic load, saving energy of the nodes, optimizing the storage utilization in memory constrained IoT nodes, optimizing the processor utilization in IoT nodes, etc. ...
doi:10.35940/ijitee.b7859.129219
fatcat:toeqbm3sr5gbxmt22t74te5jky
A Scalable Framework for Provisioning Large-Scale IoT Deployments
2016
ACM Transactions on Internet Technology
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This approach fundamentally changes the overall process of designing, developing, deploying, and managing IoT systems. ...
This is especially important in the context of large-scale IoT systems, such as in the smart city domain. ...
IoT Gateway Management and IoT Gateway Handler. ...
doi:10.1145/2850416
fatcat:qydaemcvrzhb3p4edy5denaymi
Hybrid load-balancing algorithm for distributed fog computing in internet of things environment
2022
Bulletin of Electrical Engineering and Informatics
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The proposed methodology is based on hybrid load balancing with least connection and weighted round robin algorithms combined together in fog nodes to take into consideration the load and time to distribute ...
utilization of 77.44%, average file transfer protocol (FTP) file transfer speed (256 KB to 15 MB files) of 260.77 KB/sec, and average time (256 KB to 15 MB) of 19.27 sec. ...
Besides, Figure 2 showed the proposed fog node select optimal server to pass request from IoT sensors, in case of requested passed from different fog nodes at the same time, to redirect to different ...
doi:10.11591/eei.v11i6.4127
fatcat:wignqfymzfcb3ftham74tjflyy
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