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2022-04-12

Special Issue on Edge Computing and Machine Learning-based Sensor-Cloud Systems (VSI: EMSC) Submission Date: 2022-06-30 Managing Guest Editor


Chi Lin, Associate Professor

School of Software,

Dalian University of Technology

Email: c.lin@dlut.edu.cn


Guest Editor


Haipeng Dai, Associate Professor

Department of Computer Science and Technology

Nanjing University, P. R. China

Email: haipengdai@nju.edu.cn


Jing Deng, Professor and Head Department of Computer Science

University of North Carolina at Greensboro

Email: jing.deng@ieee.org


Pengfei Wang, Associate Professor

School of Computer Science and Technology,

Dalian University of Technology, Dalian 116024

E-mail: wangpf@dlut.edu.cn


Manuscript submission information:


Scope and Aim:


The wireless sensor networks (WSN) and cloud computing have received tremendous attention from both academia and industry, since it provides reliable and diverse solutions for the application of Internet of things (IoT). Based on the ubiquitous, flexible, and self-organizing characteristics of the intelligent Internet of things, and it is combined with edge computing and machine learning to form a sensor-cloud system, which provides new possibilities for its further development.


As the most important technology of computing architecture, edge computing is not only an important direction of the development of IoT, but also an important extension of machine learning technology in the future. The interconnection of all things and the introduction of machine learning intelligence into edge computing will make intelligent computing closer to applications. The integration and breakthrough of machine learning and edge computing are bound to redefine the new development direction of science and technology in the future. However, the sensor-cloud system, with the combination of edge computing and machine learning, has brought many challenges in theory and application, such as system design, data security, privacy, and energy efficiency, which need to be addressed to accelerate the development of these integrated systems.


This “Edge Computing and Machine Learning-based Sensor-Cloud System (EMSC)” Special Issue welcomes scholars, experts, and researchers in the related area to submit their contributions focusing on some of the key challenges in the context of edge computing and machine learning based sensor-cloud system, providing new solutions and ideas.


The topics of interest include, but are not limited to:


Concepts, theory, standardization, and modeling for sensor-cloud systems

Edge computing based algorithms/method design for sensor-cloud systems

Machine learning based algorithm design for sensor-cloud systems

Edge computing/Machine learning for reliabilities, security, privacy, energy efficiency, trust, data integrity of sensor-cloud systems

Swarm intelligence for sensor-cloud systems

Machine learning in Edge/Fog/Cloud computing

Mobile edge computing in the Internet of things

Machine learning in the Internet of things

Edge computing in mobile sensor and Ad-hoc networks

Energy-efficient Internet of things

Mobile computing for the Internet of things

Security and privacy protection for the Internet of things

Edge computing for Crowd-AI Systems

Knowledge Graph based Urban Sensing and edge computing systems

Edge computing for urban computing


All original manuscripts that fit within the scope are welcome.


Submission Details:


The papers must be written in English and describe original research neither published nor currently under review in any other journal or conference. General information for submitting papers to JSA can be found at https://www.journals.elsevier.com/journal-of-systems-architecture.


Submissions should be made online at https://www.editorialmanager.com/jsa/. Please select the “VSI: EMSC” option as the type of paper during the submission process. Please direct all inquiries regarding this SI to Prof. Chi Lin (Managing Guest Editor).


JSA has adopted the Virtual Special Issue model to speed up the publication process, where Special Issue papers are published in regular issues but marked as SI papers. Acceptance decisions are made on a rolling basis. Therefore, authors are encouraged to submit papers early and need not wait until the submission deadline.


Important Dates


Submission Deadline: June 30, 2022

Final Notification: December 31, 2022


Learn more about the benefits of publishing in a special issue: https://www.elsevier.com/authors/submit-your-paper/special-issues


Interested in becoming a guest editor? Discover the benefits of guest editing a special issue and the valuable contribution that you can make to your field: https://www.elsevier.com/editors/role-of-an-editor/guest-editors

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