Special Issue Information Special Issue Call for Paper Other Special Issues on this journal Closed Special Issues
AI driven embedded system architectures and protocols for big data

AI driven embedded system architectures and protocols for big data

Journal
Impact Score 3.46

OFFICIAL WEBSITE

Special Issue Information

Submission Deadline: 30-12-2020
Journal Impact Score: 3.46
Journal Name: Journal of Systems Architecture
Publisher: Journal of Systems Architecture

Special Issue Call for Papers


Scope and Aim:



Recent advancements in intelligent embedded systems are paving the way for modern large-scale data systems through a wide variety of protocols, architectures, services and configurations. Technologies such as smart sensing, RFID tagging, embedded internet, edge computing, and predictive data mining all work to permeate intelligence and decision making into the physical world with the ultimate aim of continually enhancing human experience in real-time. “Big data” is the recent buzzword in which analytics provides real-time insights, which need to be actioned upon quickly to support decisions, gain better value, and mitigate risk. Concurrently, artificial intelligence (AI), and its dominant form - machine learning, has been intensively applied to deal with large-scale heterogeneous data to help innovate and transform businesses. The convergence of these two technology paths is highly promising. Data is considered the “blood” of artificial intelligence, whereas AI systems learn from the data in order to accomplish their function.



The aim of this special issue is to discuss how large-scale data systems and AI can be leveraged to enhance the learning, reasoning, and decision-making in embedded systems, in real-time. Data governance, data integration, data storage, data quality and data security are some criticalities associated with this problem, while conventional embedded system architectures and protocols are used to prepare data are inadequate. Unlike traditional data sets that are commonly associated with embedded systems, big data tends to be unstructured, multi-modal, and in the case of human-centric text, perhaps multi-lingual. The incompleteness, fuzziness and uncertainty make it even more intricate to tap and analyse information using contemporary tools. We invite researchers to discuss intelligent embedded system protocols and architectures. Novel approaches to information discovery and decision making which use multiple intelligent technologies such as machine learning, deep learning, artificial intelligence, natural language processing and image recognition among others are required to understand data & then generate insights. We also welcome implementation papers on analyzing and processing of big data and practical data-driven decision making by discovering and understanding knowledge from the data.



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




  • Smart embedded system designs for cloud-based big data.


  • AI-empowered modelling of embedded systems for big data.


  • Intelligent embedded system protocols for high performance/parallel computing platforms.


  • Embedded-aware protocols for data quality and integrity.


  • Privacy preservation, trust and security in intelligent embedded systems.


  • Intelligent embedded computer vision and natural language processing systems using big data.


  • Intelligent sensing for smart cities.


  • Embedded systems for large-scale smart healthcare, avionics, transportation, and automotive.


  • Experimental test-beds of intelligent embedded system frameworks for big data.



All original manuscripts that fit within the scope are welcome.



Submission Details:



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:ADES-BD” option as the type of the paper during the submission process. Please direct all enquiries regarding this SI to Deepak Kumar Jain.



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



Paper submission due: December 30, 2020



Final decision: July 20, 2021



Guest Editors:



Joel J. P. C. Rodrigues

Federal University of Piauí (UFPI), Brazil;

Instituto de Telecomunicações, Portugal

Email: [email protected]



Vincenzo Piuri

Professor

University of Milan,Italy

Email: [email protected]



Ian Gray

Department of Computer Science

University of York, United Kingdom

Email Id: [email protected]



Jerry Chun-Wei Lin

Western Norway University of Applied Sciences, Norway

Email: [email protected]



Deepak Kumar Jain

Institute of Automation

Chongqing University of Posts and Telecommunications, China

Email: [email protected]




Other Special Issues on this journal

Publisher
Journal Details
Closing date
G2R Score
Dependable Software Engineering: Theories, Tools and Applications

Dependable Software Engineering: Theories, Tools and Applications

Journal of Systems Architecture
Closing date: 05-02-2022 G2R Score: 3.46

Closed Special Issues

Publisher
Journal Details
Closing date
G2R Score
Artificial Intelligence Meets Computing System Architecture (VSI:AI-CSA)

Artificial Intelligence Meets Computing System Architecture (VSI:AI-CSA)

Journal of Systems Architecture
Closing date: 01-10-2021 G2R Score: 3.46
Data Synthesis and Evaluation for Data-Oriented AI Systems. (VSI: DataAI2021)

Data Synthesis and Evaluation for Data-Oriented AI Systems. (VSI: DataAI2021)

Journal of Systems Architecture
Closing date: 01-10-2021 G2R Score: 3.46
Modeling, verification and Testing of dependable critical systems (VSI:DETECT-2021)

Modeling, verification and Testing of dependable critical systems (VSI:DETECT-2021)

Journal of Systems Architecture
Closing date: 10-09-2021 G2R Score: 3.46
Cyber Security for Internet of Things

Cyber Security for Internet of Things

Journal of Systems Architecture
Closing date: 01-09-2021 G2R Score: 3.46
Dependability in IoT Systems/Tools/Apps and Applications

Dependability in IoT Systems/Tools/Apps and Applications

Journal of Systems Architecture
Closing date: 30-06-2021 G2R Score: 3.46
Trustworthiness and Privacy in Sensor-Cloud Systems (VSI: TPSCS)

Trustworthiness and Privacy in Sensor-Cloud Systems (VSI: TPSCS)

Journal of Systems Architecture
Closing date: 31-03-2021 G2R Score: 3.46
Ubiquitous Edge Computing for Next Generation IoT and 6G: Architecture, Modelling and Systems (VSI:UECNx-IoT)

Ubiquitous Edge Computing for Next Generation IoT and 6G: Architecture, Modelling and Systems (VSI:UECNx-IoT)

Journal of Systems Architecture
Closing date: 15-03-2021 G2R Score: 3.46
Safe and Intelligent Embedded Software and Systems

Safe and Intelligent Embedded Software and Systems

Journal of Systems Architecture
Closing date: 01-02-2021 G2R Score: 3.46
Security and Privacy in Fog Computing-based Critical Infrastructures

Security and Privacy in Fog Computing-based Critical Infrastructures

Journal of Systems Architecture
Closing date: 31-01-2021 G2R Score: 3.46
Reliable Software Technologies

Reliable Software Technologies

Journal of Systems Architecture
Closing date: 07-01-2021 G2R Score: 3.46
AI driven embedded system architectures and protocols for big data

AI driven embedded system architectures and protocols for big data

Journal of Systems Architecture
Closing date: 30-12-2020 G2R Score: 3.46
High-Performance-Computing-Communications for Cyber-Physical-Social Systems

High-Performance-Computing-Communications for Cyber-Physical-Social Systems

Journal of Systems Architecture
Closing date: 30-12-2020 G2R Score: 3.46
Edge Intelligence Systems for Industrial, Social and Scientific Applications (VSI:EISA20)

Edge Intelligence Systems for Industrial, Social and Scientific Applications (VSI:EISA20)

Journal of Systems Architecture
Closing date: 30-11-2020 G2R Score: 3.46
ubiquitous and intelligent embedded systems (VSI:UIES20)

ubiquitous and intelligent embedded systems (VSI:UIES20)

Journal of Systems Architecture
Closing date: 30-09-2020 G2R Score: 3.46
Smart Applications and Data Analysis for Smart Cyber-Physical Systems (VSI: SADASC20)

Smart Applications and Data Analysis for Smart Cyber-Physical Systems (VSI: SADASC20)

Journal of Systems Architecture
Closing date: 07-09-2020 G2R Score: 3.46
Design Architecture and Applications of Smart Embedded Devices in Internet of Things

Design Architecture and Applications of Smart Embedded Devices in Internet of Things

Journal of Systems Architecture
Closing date: 01-09-2020 G2R Score: 3.46
Augmented Reality and Internet of Things in the age of 5G

Augmented Reality and Internet of Things in the age of 5G

Journal of Systems Architecture
Closing date: 15-08-2020 G2R Score: 3.46
Parallel and Distributed Systems Architectures for Smart City

Parallel and Distributed Systems Architectures for Smart City

Journal of Systems Architecture
Closing date: 29-07-2020 G2R Score: 3.46
Testing and Verification of Non-Functional Aspects of Cyber-Physical Systems: Theories, Methods, and Tools

Testing and Verification of Non-Functional Aspects of Cyber-Physical Systems: Theories, Methods, and Tools

Journal of Systems Architecture
Closing date: 25-07-2020 G2R Score: 3.46
Next Generation AI Approaches for Intelligent Internet of Things (VSI: AIAIIoT20)

Next Generation AI Approaches for Intelligent Internet of Things (VSI: AIAIIoT20)

Journal of Systems Architecture
Closing date: 01-07-2020 G2R Score: 3.46
Resource Management for Edge Intelligence

Resource Management for Edge Intelligence

Journal of Systems Architecture
Closing date: 30-06-2020 G2R Score: 3.46
Parallel, Distributed, and Network-Based Processing in Next-generation Embedded Systems (VSI:PDP20)

Parallel, Distributed, and Network-Based Processing in Next-generation Embedded Systems (VSI:PDP20)

Journal of Systems Architecture
Closing date: 15-05-2020 G2R Score: 3.46
Parallel, Distributed, and Network-Based Processing in Next-generation Architectures and Systems

Parallel, Distributed, and Network-Based Processing in Next-generation Architectures and Systems

Journal of Systems Architecture
Closing date: 11-05-2020 G2R Score: 3.46
Design of Embedded Software and Systems (SI:ICESS19)

Design of Embedded Software and Systems (SI:ICESS19)

Journal of Systems Architecture
Closing date: 15-08-2019 G2R Score: 3.46
Dependable Cyber Physical Systems (SI:DCPS19)

Dependable Cyber Physical Systems (SI:DCPS19)

Journal of Systems Architecture
Closing date: 30-07-2019 G2R Score: 3.46
the 2019 IEEE Symposium on Real-time Computing ISORC (SI:ISORC19)

the 2019 IEEE Symposium on Real-time Computing ISORC (SI:ISORC19)

Journal of Systems Architecture
Closing date: 29-07-2019 G2R Score: 3.46
Advances in Reliable Software Technologies: An Ada Perspective (SI: ARSTAP)

Advances in Reliable Software Technologies: An Ada Perspective (SI: ARSTAP)

Journal of Systems Architecture
Closing date: 01-05-2019 G2R Score: 3.46
Special Issues on “Embedded Systems in Applied Computing (SI-ESAC2018)

Special Issues on “Embedded Systems in Applied Computing (SI-ESAC2018)

Journal of Systems Architecture
Closing date: 31-01-2018 G2R Score: 3.46
Special Issues on “Real-Time Embedded Systems Design and Analysis” (RTESDA)

Special Issues on “Real-Time Embedded Systems Design and Analysis” (RTESDA)

Journal of Systems Architecture
Closing date: 18-09-2017 G2R Score: 3.46