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Empirical Performance and Energy Consumption Evaluation of Container Solutions on Resource Constrained IoT Gateways

Syed M. Raza, Jaeyeop Jeong, Moonseong Kim, Byungseok Kang, Hyunseung Choo
2021 Sensors  
This paper aims to establish guidelines and identify critical factors for containerized services deployment on resource constrained IoT devices.  ...  Recent studies satisfy latency condition through containerized services deployment on IoT devices and gateways.  ...  Our previous study [34] outlines the performance of containerized services using DS in IoT gateways testbed based on Raspberry Pi boards.  ... 
doi:10.3390/s21041378 pmid:33669314 fatcat:dyrczsffand3de7pi4gy2luiim

Graphene based Web Framework for Energy Efficient IoT Applications

Joy Iong Zong Chen, Lu-Tsou Yeh
2021 Journal of Information Technology and Digital World  
The sensor networks in IoT applications have achieved significant reduction in energy consumption and delay of data delivery using the proposed method when compared to the existing baseline approaches.  ...  In IoT sensing applications based on cloud computing, these challenges are overcome by means of integrating the constrained application mechanism with abstraction layer as proposed in this paper.  ...  Further exploration and evaluation of the proposed idea may be performed with larger number of IoT devices in a bigger experimental setup based on the obtained results.  ... 
doi:10.36548/jitdw.2021.1.003 fatcat:pk4ue7vo6rhlbdm7s4ya7mlgkq

Evaluating Performance of Containerized IoT Services for Clustered Devices at the Network Edge

Roberto Morabito, Ivan Farris, Antonio Iera, Tarik Taleb
2017 IEEE Internet of Things Journal  
In addition, we carry out an extensive empirical investigation to demonstrate the feasibility of our solution, in which we consider and verify computational overhead, network bandwidth, and energy consumption  ...  However, although all of the proposed solutions encompass the use of container-based virtualization on top of SBCs, it must first be demonstrated that an effective use of virtualization on such resource-constrained  ... 
doi:10.1109/jiot.2017.2714638 fatcat:5k34jopmkbbzhge7xxwnnoi6mq

Reprint of : LEGIoT: A Lightweight Edge Gateway for the Internet of Things

Roberto Morabito, Riccardo Petrolo, Valeria Loscrì, Nathalie Mitton
2019 Future generations computer systems  
This emerging paradigm encompasses the execution of many network tasks at the edge and in particular on constrained gateways that have also to deal with the plethora of disparate technologies available  ...  IoT protocols/applications (for both downlink and uplink) enabling an optimized resource management and taking into account requirements such as energy efficiency, multi-tenancy, and interoperability.  ...  The last part of the Southbound module performance evaluation covers a further aspect related to the gateway requirements, i.e., the energy consumption.  ... 
doi:10.1016/j.future.2018.10.020 fatcat:vj46f2aggfb3rlfasytdwll2re

Sustainable IoT Sensing Applications Development through GraphQL-Based Abstraction Layer

Raees Khan, Adnan Noor Mian
2020 Electronics  
Internet of Things (IoT) networks are mostly comprised of power-constrained devices, therefore the most important consideration in designing IoT applications, based on sensor networks is energy efficiency  ...  Minor improvement in energy conservation methods can lead to a significant increase in the lifetime of IoT devices and overall network.  ...  All authors have read and agreed to the published version of the manuscript. Funding: This research received no external funding. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics9040564 fatcat:av77znbjwvg5rf3qwooudzquh4

A Parallelization based Data Management Framework for Pervasive IoT Applications

Saniya Zahoor, Roohie Naaz Mir
2020 Scalable Computing : Practice and Experience  
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  ...  The results show an improvement in energy, processing, and storage requirements for the processing of data on the IoT device in the proposed framework as compared to the sequential approach.  ...  initiation of virtualized instances [39] , docker containerization used on Edge platforms to improve the manageability of resources and services [40] , light-weight virtualization for IoT gateways that  ... 
doi:10.12694/scpe.v21i3.1746 fatcat:kfniw56hijhnbc5lgyr6ffkcb4

Mobility-Aware IoT Applications Placement in the Cloud Edge Continuum

Dragi Kimovski, Narges Mehran, Christopher Emanuel Kerth, Radu Prodan
2021 IEEE Transactions on Services Computing  
We evaluate the quality of the mMAPO placements using simulation and real-world experimentation on two IoT applications.  ...  To address this gap, we propose a novel mobility-aware multi-objective IoT application placement (mMAPO) method in the Cloud -Edge Continuum that optimizes completion time, energy consumption, and economic  ...  We obtain the lowest execution time of 3 by placing m 1 , m 2 and m 4 on device r 1 , and m 3 on r 3 with an energy consumption of 11.  ... 
doi:10.1109/tsc.2021.3094322 fatcat:elrfeep6ovfivbau7vuyemltzy

Semantic Interoperability in the IoT

Oscar Novo, Mario Di Francesco
2020 ACM Transactions on Internet of Things  
IoT is based on a similar assumption where the IoT technology is designed to become as invisible and non-invasive as possible to the physical environment.  ...  The term has evolved during the years and expanded its definition to denote the omnipresence of the computing devices, which are constantly present and fully connected to the Internet while being effectively  ...  For this publication, the author carried out a gap analysis of the existing network transition technologies in IoT and performed a more thorough evaluation of the mechanism previously implemented in Publication  ... 
doi:10.1145/3375838 fatcat:4w3ynmghjjc2ln3qlkl3p5nwrq

Modelling and Simulation Challenges in Internet of Things

Gabor Kecskemeti, Giuliano Casale, Devki Nandan Jha, Justin Lyon, Rajiv Ranjan
2017 IEEE Cloud Computing  
However, they focus on models related to simulating mo- bility, communication, and energy consumption of IoT devices (e.g., smart car).  ...  The scope and role of each resource in an EDC differs. For example, IoT gateways collect, aggregate, and process the data generated by the sensing devices.  ... 
doi:10.1109/mcc.2017.18 fatcat:i3rwxds5ljdy5ngqvgvg5bbvsy

A Survey on Adaptive Data Rate Optimization in LoRaWAN: Recent Solutions and Major Challenges

Rachel Kufakunesu, Gerhard P. Hancke, Adnan M. Abu-Mahfouz
2020 Sensors  
First, we provide an overview of LoRaWAN network performance that has been explored and documented in the literature and then focus on recent solutions for ADR as an optimization approach to improve throughput  ...  LoRaWAN employs an Adaptive Data Rate (ADR) scheme that dynamically optimizes data rate, airtime, and energy consumption.  ...  Three evaluation metrics were used to assess the network performance, namely, DER, number of collisions and network energy consumption.  ... 
doi:10.3390/s20185044 pmid:32899454 fatcat:nrruddlhrzd7rdx4sxkmpn3bje

Multi-RAT for IoT: The Potential in Combining LoRaWAN and NB-IoT [article]

Guus Leenders, Gilles Callebaut, Geoffrey Ottoy, Liesbet Van der Perre, Lieven De Strycker
2021 arXiv   pre-print
To that end we evaluate key IoT node requirements in function of payload size and link quality: (1) energy efficiency, (2) coverage, (3) payload size, (4) latency performance, (5) Quality of Service, and  ...  In this work we analyze the potential of combining LoRaWAN and NB-IoT in a Multi-RAT solution for IoT.  ...  EXPERIMENTAL EVALUATION LoRaWAN and NB-IoT have been thoroughly compared and documented in literature; however, experiments-based compar-isons of both energy consumption and latency are lacking.  ... 
arXiv:2104.10536v3 fatcat:7nmlcvfzwrhkdiq64ki3cuoaja

A Realistic Deployment of Named Data Networking in the Internet of Things

Amar Abane, Mehammed Daoui, Samia Bouzefrane, Soumya Banerjee, Paul Muhlethaler
2019 Journal of Cyber Security and Mobility  
Evaluation result demonstrate the flexibility of NDN to support IoT environments.  ...  This paper describes a realistic IoT architecture based on NDN.  ...  The deployment evaluation provides some preliminary measurements and empirical comparison with IP-based solutions.  ... 
doi:10.13052/jcsm2245-1439.911 fatcat:n4goijwe55dsdmdxvmrofb4rbq

Geographic Routing Scheme for Resource and Communication Efficiency in the IoT Ecosystem using Swarm-Intelligence based BFO Algorithm

Shreyas J, Chethana Reddy, Dharamendra Chouhan, P. K. Udayaprasad, N. N. Srinidhi, S. M. Dilipkumar
2022 Journal of Information Technology Management  
WSNs setup comes with some limitations such as energy constraints and the cooperative demands essential to perform multi-hop geographic routing for Internet of things (IoT) applications.  ...  The real-time applications of WSNs have potential design limitations such as energy and other QoS constraints in the context of IoT.  ...  Process for IoT gateway deployment The IoT gateway construction consists of three zones as Zone-1, Zone-2 and Zone-3.  ... 
doi:10.22059/jitm.2021.314592.2664 doaj:018e5e6b63324235bf215a4c26b291da fatcat:gmczw4sw5jd7nezyqktras6j5q

Planning and operational energy optimization solutions for smart buildings

David Sembroiz, Davide Careglio, Sergio Ricciardi, Ugo Fiore
2018 Information Sciences  
For this, we present a model able to identify the optimal locations for different types of sensors and gateways, by optimizing energy consumption while fulfilling connectivity, resource, protection, and  ...  For this, we present a model able to identify the optimal locations for different types of sensors and gateways, by optimizing energy consumption while fulfilling connectivity, resource, protection, and  ...  Finally, Section 4.3 defines the two metrics considered of interest to evaluate the performance of the proposed resource manager.  ... 
doi:10.1016/j.ins.2018.06.003 fatcat:vo7dfadjsja7rhezqu7njtlcby

A Survey on LoRa Networking: Research Problems, Current Solutions and Open Issues [article]

Jothi Prasanna Shanmuga Sundaram, Wan Du, Zhiwei Zhao
2019 arXiv   pre-print
The goal of this survey paper is to inspire more works on improving the performance of LoRa networks and enabling more practical deployments.  ...  Low Power Wide Area Networking (LPWAN) is an emerging IoT networking paradigm to meet three key requirements of IoT applications, i.e., low cost, large scale deployment and high energy efficiency.  ...  This measurement stresses on the usage of ADR to reduce energy consumption. Angrisani et al. [40] assess the performance of LoRa under critical noise conditions.  ... 
arXiv:1908.10195v1 fatcat:g4l7ybbxfvfjpjtcmjy3eil57q
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