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Developing Agent-Based Smart Objects for IoT Edge Computing: Mobile Crowdsensing Use Case [chapter]

Teemu Leppänen, Claudio Savaglio, Lauri Lovén, Wilma Russo, Giuseppe Di Fatta, Jukka Riekki, Giancarlo Fortino
2018 Lecture Notes in Computer Science  
In this paper, we describe the development process and the system architecture of a mobile crowdsensing service, provided by an agent-based smart object that comprises agents in both edge and user devices  ...  However, poor interoperability with the existing IoT systems and the lack of a systematic methodology for IoT system development with the agent paradigm have hindered the utilization of software agent  ...  This work has been carried out under the framework of INTER-IoT, Research and Innovation action -Horizon 2020 European Project, Grant Agreement #687283, financed by the European Union.  ... 
doi:10.1007/978-3-030-02738-4_20 fatcat:ai5q4vpnmvfepoodk4avlpe5nu

Edge-centric Computing

Pedro Garcia Lopez, Alberto Montresor, Dick Epema, Anwitaman Datta, Teruo Higashino, Adriana Iamnitchi, Marinho Barcellos, Pascal Felber, Etienne Riviere
2015 Computer communication review  
We refer to this vision of human-centered edge-device based computing as Edge-centric Computing.  ...  We also position that this development can help blurring the boundary between man and machine, and embrace social computing in which humans are part of the computation and decision making loop, resulting  ...  They can include Smart Cities, Smart Grids, Smart Transportation Systems, IoT (Internet of Things), or IoE (Internet of Everything).  ... 
doi:10.1145/2831347.2831354 fatcat:bhb7y5rxoncela36rvrv54xgdq

Table of Contents

2021 2021 IEEE 46th Conference on Local Computer Networks (LCN)  
Data 471 Mobility-Aware COVID-19 Case Prediction Using Cellular Network Logs 479 EADAS: Edge Assisted Adaptation Scheme for HTTP Adaptive Streaming 487  ...  Approach in Mobile Crowdsensing for Perceptual User 359 A Smartphone-Targeted Opportunistic Computing Environment for Decentralized Web Applications 363 LaFlector: A Privacy-Preserving LiDAR-Based  ... 
doi:10.1109/lcn52139.2021.9524933 fatcat:bopsc4l2qrc7bobzfyb6343iou

All One Needs to Know about Fog Computing and Related Edge Computing Paradigms

Ashkan Yousefpour, Caleb Fung, Tam Nguyen, Krishna Kadiyala, Fatemeh Jalali, Amirreza Niakanlahiji, Jian Kong, Jason P. Jue
2019 Journal of systems architecture  
IoT is expected to connect billions of devices and humans to bring promising advantages for us.  ...  With this growth, fog computing, along with its related edge computing paradigms, such as multi-access edge computing (MEC) and cloudlet, are seen as promising solutions for handling the large volume of  ...  Several use cases, such as, gaming, real-time image processing, smart grid, smart transportation, are used to emphasize the range of problems that edge computing can help alleviate.  ... 
doi:10.1016/j.sysarc.2019.02.009 fatcat:udonbl6rerfwdap2psex7ryloa

Cloud, Edge, and Mobile Computing for Smart Cities [chapter]

Qian Liu, Juan Gu, Jingchao Yang, Yun Li, Dexuan Sha, Mengchao Xu, Ishan Shams, Manzhu Yu, Chaowei Yang
2021 The Urban Book Series  
This chapter uses different computing capabilities, such as cloud computing, mobile computing, and edge computing, to support smart cities using the urban heat island of the greater Washington DC area  ...  Mobile computing brings portability and social interactivity for citizens to report instantaneous information for better knowledge integration.  ...  , and Mobile Computing for Smart Cities Cloud, Edge, and Mobile Computing for Smart Cities Cloud, Edge, and Mobile Computing for Smart Cities Cloud, Edge, and Mobile Computing for Smart  ... 
doi:10.1007/978-981-15-8983-6_41 fatcat:thaaxsdzzfgfzjmjos7zbsjrqq

Single-Board-Computer Clusters for Cloudlet Computing in Internet of Things

Damián Fernández-Cerero, Jorge Yago Fernández-Rodríguez, Juan A. Álvarez-García, Luis M. Soria-Morillo, Alejandro Fernández-Montes
2019 Sensors  
We finally show that acquisition costs can be drastically reduced while keeping performance levels in data-intensive IoT use cases.  ...  Edge computing is becoming the standard computing paradigm for latency-sensitive real-time IoT workloads, since it addresses the aforementioned limitations related to centralised cloud-computing models  ...  In [54] , a very precise generator for network-based moving objects is presented in terms of road capacity and speed (external objects decrease the speed of the moving objects in their vicinity).  ... 
doi:10.3390/s19133026 fatcat:vzm7egjh7jcfpook6q5kujrbk4

A Survey of Fog Computing and Communication: Current Researches and Future Directions [article]

Shubha Brata Nath, Harshit Gupta, Sandip Chakraborty, Soumya K Ghosh
2018 arXiv   pre-print
In this survey, we discuss the evolution of distributed computing from the utility computing to the fog computing, various research challenges for the development of fog computing environments, the current  ...  Lastly, we briefly discuss about different fog computing associations that closely work on the development of fog based platforms and services, and give a summary of various types of overheads associated  ...  In [134] , the main objective of the work is to develop a smart-device based, real-time system for use by stroke patients based on service oriented fog computing framework.  ... 
arXiv:1804.04365v1 fatcat:n5bqi4dtajekvmaripfpm3foxm

Fog Computing Approaches in Smart Cities: A State-of-the-Art Review [article]

Maryam Songhorabadi, Morteza Rahimi, Amir Mahdi Moghaddam Farid, Mostafa Haghi Kashani
2020 arXiv   pre-print
So as to obviate the limitations of cloud and other related computing paradigms such as edge computing, this paper proposes a systematic literature review (SLR) for the state-of-the-art fog-based approaches  ...  These days, the development of smart cities, specifically in location-aware, latency-sensitive, and security-crucial applications (such as emergency fire events, patient health monitoring, or real-time  ...  Therefore, one of the best areas for future work is to use OSN in smart cities based on fog computing. 5) Application Challenges The use cases and applications of fog-based smart cities are designed  ... 
arXiv:2011.14732v2 fatcat:cvof3r247rbt5gmyaxbqsdtcoy

Parallel Blockchain: An Architecture for CPSS-Based Smart Societies

Fei-Yue Wang, Yong Yuan, Chunming Rong, Jun Jason Zhang
2018 IEEE Transactions on Computational Social Systems  
First, a partition approach is developed using an objective function based on a clique structure to enhance the time efficiency of our methodology.  ...  Digital Object Identifier 10.1109/TCSS.2018.2832379 Truthful Incentive Mechanisms for Geographical Position Conflicting Mobile Crowdsensing Systems Ji Li, Zhipeng Cai, Jinbao Wang, Meng Han, and Yingshu  ...  Zhang is a Co-Chair of the IoT Technical Committee of the IEEE Council of RFID. He is an Associate Editor of the IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS and Acta Automatica Sinica.  ... 
doi:10.1109/tcss.2018.2832379 fatcat:g24i3jyhd5d43brq75ihmg6644

Introducing the new paradigm of Social Dispersed Computing: Applications, Technologies and Challenges

Marisol García-Valls, Abhishek Dubey, Vicent Botti
2018 Journal of systems architecture  
Similar to the concept of "platform as a service" or "software as a service", both cloudlets and fog computing have found their own use cases.  ...  Edge devices (that we call end or user devices for disambiguation) play the role of personal computers, dedicated to a user and to a set of correlated applications.  ...  devices; A C C E P T E D M A N U S C R I P T whereas for MEC and cloudlet, the devices can connect directly to the end nodes using WiFi for cloudlets and mobile base station for mobile edge computing.  ... 
doi:10.1016/j.sysarc.2018.05.007 fatcat:l3opmdzatzh67oepoc7zwcjww4

Federated Learning for Internet of Things: A Comprehensive Survey [article]

Dinh C. Nguyen, Ming Ding, Pubudu N. Pathirana, Aruna Seneviratne, Jun Li, H. Vincent Poor
2021 arXiv   pre-print
Particularly, we explore and analyze the potential of FL for enabling a wide range of IoT services, including IoT data sharing, data offloading and caching, attack detection, localization, mobile crowdsensing  ...  We then provide an extensive survey of the use of FL in various key IoT applications such as smart healthcare, smart transportation, Unmanned Aerial Vehicles (UAVs), smart cities, and smart industry.  ...  FL for IoT Mobile Crowdsensing With the development of IoT, mobile crowdsensing is designed to take advantage of pervasive mobile devices for sensing and collecting data from physical environments to serve  ... 
arXiv:2104.07914v1 fatcat:b5wsrfcbynel7jqdxpfw4ftwh4

A Survey from Real-Time to Near Real-Time Applications in Fog Computing Environments

Eliza Gomes, Felipe Costa, Carlos De Rolt, Patricia Plentz, Mario Dantas
2021 Telecom  
In this article, we present a comprehensive survey on time-sensitive applications implemented in fog computing environments.  ...  This variability of concept has been due to the growing requirements for fast data communication and processing.  ...  Real-time heart attack mobile detection service (RHAMDS): An IoT use case for software defined networks.  ... 
doi:10.3390/telecom2040028 fatcat:wb3s6sjwwzhpjios7x5diotcfu

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art

Quoc-Viet Pham, Fang Fang, Vu Nguyen Ha, Md. Jalil Piran, Mai Le, Long Bao Le, Won-Joo Hwang, Zhiguo Ding
2020 IEEE Access  
For the smart city use cases, the security and privacy aspects were considered in [176] where a blockchain-based smart contract services for the sustainable IoT-enabled economy is proposed for smart  ...  Mobile crowdsensing DL based MCS [265] -Lack of privacy and security protection schemes for crowdsensing data.  ... 
doi:10.1109/access.2020.3001277 fatcat:isme7xwfejf4pfnowosljxnzja

A Survey of Multi-Access Edge Computing in 5G and Beyond: Fundamentals, Technology Integration, and State-of-the-Art [article]

Quoc-Viet Pham, Fang Fang, Vu Nguyen Ha, Md. Jalil Piran, Mai Le, Long Bao Le, Won-Joo Hwang, Zhiguo Ding
2020 arXiv   pre-print
We also summarize testbeds and experimental evaluations, and open source activities, for edge computing.  ...  Mobile edge computing (MEC), a key technology in the emerging fifth generation (5G) network, can optimize mobile resources by hosting compute-intensive applications, process large data before sending to  ...  For the smart city use cases, the security and privacy aspects were considered in [185] where a blockchain-based smart contract services for the sustainable IoT-enabled economy is proposed for smart  ... 
arXiv:1906.08452v2 fatcat:krti5kagxzeqte7osdpxs4lxoe

Guest Editorial Special Issue on Internet-of-Things for Smart Cities

Jia Hu, Kun Yang, Sergio Toral Marin, Hamid Sharif
2018 IEEE Internet of Things Journal  
Cloud and Edges for Smart Cities."  ...  The paper entitled "An Ingestion and Analytics Architecture for IoT Applied to Smart City Use Cases" develops the hut architecture, a simple but scalable architecture for ingesting and analyzing IoT data  ... 
doi:10.1109/jiot.2018.2792885 fatcat:xkahwqy22rharmsdusz2n4kowi
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