Embedded system reconfigurable architecture for data mining and mobile applications
in Special Issue Posted on October 30, 2020Information for the Special Issue
Submission Deadline: | Mon 10 May 2021 |
Journal Impact Factor : | 1.161 |
Journal Name : | Microprocessors and Microsystems |
Journal Publisher: |
![]() |
Website for the Special Issue: | https://www.journals.elsevier.com/microprocessors-and-microsystems/call-for-papers/embedded-system-reconfigurable-architecture |
Journal & Submission Website: | https://www.journals.elsevier.com/microprocessors-and-microsystems |
Special Issue Call for Papers:
Dealing with large amount of information and finding interesting knowledge from them become a huge problem nowadays. Data-mining applications are on a very huge demand in all aspects of human life. Increasingly, the exponential growth of information demands computing platforms with higher processing power. Providing more processing powers to embedded mobile (portable) devices is a challenging problem because mobile devices have stringent constraints such as area, power consumption, memory bandwidths, cost, etc. to overcome this challenge effectively and efficiently, optimized hardware architectures are needed.
A significant amount of time approximately 93% to 98% is spent on data transfer between the external memories, which is a major performance bottleneck. Hardware designs need to be developed towards reduction of the memory access latency.
Reconfigurable systems, exploiting a mixture of the traditional CPU-centric instruction-stream-based processing with the decentralized parallel application-specific data-dominated processing, provide a drastically higher performance and lower power consumption than the traditional CPU-centric systems. Embedded systems are real time systems, including sensing, interfacing, processing and / or actuating sub systems and involve in their implementation various mixtures of digital and analog hardware and embedded software.
Extra hardware in optimization techniques results in larger area. It is important to consider the speed-space trade-offs, especially in mobile and embedded devices. It is necessary to create partial and dynamic reconfigurable hardware architectures for the selected data-mining application to reduce the on-chip occupied area. It is also necessary to introduce architectures and techniques to address the on-chip memory bandwidths limitations on FPGAs. Other challenges include Improvements in code (HDL) optimization, power consumption in mobile and embedded devices.
Potential topics included, but not limited
- Run-Time Partial Reconfiguration of hardware architectures for data mining and mobile applications
- Efficient Embedded Architectures for power Management in mobile devices
- Dynamic partial reconfigurable hardware architecture for mobile and embedded devices
- Embedded and reconfigurable architectures, techniques, and methodologies for data mining applications on portable devices
- Reconfigurable hardware architecture for mobile and embedded devices
- Secure, and Predictable Software/hardware Architecture for data mining and mobile applications
- FPGA implementations of data mining algorithms in portable devices
Schedule:
- Submission due date : 10 May 2021
- First decision (minor revision/ reject) : 30 June 2021
- Revised submission due date : 15 August 2021
- Final decision : 15 September 2021
- Publication : 30 December 2021
Guest Editors :
Dr.Sheldon Williamson (Managing Guest Editor)
Canada Research Chair in Electric Energy Storage Systems for Transportation Electrification
Professor, Electrical, Computer and Software Engineering
Faculty of Engineering and Applied Science
OntarioTech University, Canada
Email: [email protected] ; [email protected]
Web page : https://ontariotechu.ca/experts/feas/sheldon-williamson.php
Dr.Peeter Ellervee
Professor of Computer Engineering, Tallinn University of Technology
Estonia
Email : [email protected]
Webpage : https://www.etis.ee/CV/Peeter_Ellervee/est
Dr.Houbing Song
Assistant Professor of Electrical Engineering and Computer ScienceEmbry-Riddle Aeronautical University, Daytona Beach, Florida, United States. Email :
Webpage : https://faculty.erau.edu/Houbing.Song
Other Special Issues on this journal
![]() |
|
Adaptive and Reconfigurable Embedded SystemsMicroprocessors and Microsystems |
Thu 15 Apr 2021 |
![]() |
|
DATA SCIENCE ADVANCEMENTS IN SMART MOBILITYMicroprocessors and Microsystems |
Thu 15 Apr 2021 |
![]() |
|
Embedded multi/manycore processors for ml/dl in medical cyber physical systemsMicroprocessors and Microsystems |
Fri 30 Apr 2021 |
![]() |
|
IOT ASSISTED DIGITAL TWINS IN SMART AGRICULTUREMicroprocessors and Microsystems |
Fri 30 Apr 2021 |
![]() |
|
Selected papers from IEEE Nordic Circuits and Systems Conference 2020Microprocessors and Microsystems |
Fri 30 Apr 2021 |
![]() |
|
Advances in Multi-Core and Many-Core SystemsMicroprocessors and Microsystems |
Sat 01 May 2021 |
![]() |
|
AI based smart precision agriculture using Embedded IoT for sustainable environmentMicroprocessors and Microsystems |
Sat 15 May 2021 |
![]() |
|
Design methodologies and tools for Integrated 5G/6G technologies and their applicationsMicroprocessors and Microsystems |
Tue 15 Jun 2021 |
![]() |
|
Deep Reinforcement Learning for Medical Applications on Embedded DevicesMicroprocessors and Microsystems |
Wed 30 Jun 2021 |
![]() |
|
Enabling Technologies for Intelligent Embedded Systems: Changing the Landscape of Research and DevelopmentMicroprocessors and Microsystems |
Wed 30 Jun 2021 |
![]() |
|
Hybrid artificial intelligent in embedded system for smart industryMicroprocessors and Microsystems |
Thu 15 Jul 2021 |
![]() |
|
Artificial Intelligence for Self-Organizing Smart Transportation SystemMicroprocessors and Microsystems |
Thu 29 Jul 2021 |
![]() |
|
System and Device Architectures, Challenges and Future Directions of 6G-Enabled Wireless Communications for IoT ApplicationsMicroprocessors and Microsystems |
Fri 30 Jul 2021 |
![]() |
|
Low Power Consumption Embedded Devices in IoT MicrosystemsMicroprocessors and Microsystems |
Sun 01 Aug 2021 |
![]() |
|
Future Embedded Architecture for Green and Self Powered IoTMicroprocessors and Microsystems |
Sun 01 Aug 2021 |
![]() |
|
AUTOMATION & INTELLIGENCE WITH EMBEDDED SYSTEMS FOR CYBER PHYSICAL SYSTEMSMicroprocessors and Microsystems |
Sun 15 Aug 2021 |
![]() |
|
Role of Embedded Systems in Internet of Medical ThingsMicroprocessors and Microsystems |
Fri 20 Aug 2021 |
![]() |
|
Intelligent Decision Making Methods for Embedded Devices in IoT EnvironmentsMicroprocessors and Microsystems |
Fri 20 Aug 2021 |
![]() |
|
Complex Embedded Systems for Mobile SensorsMicroprocessors and Microsystems |
Sat 25 Sep 2021 |
![]() |
|
Intelligent Sensors and Microsystems for Smart CitiesMicroprocessors and Microsystems |
Wed 20 Oct 2021 |
![]() |
|
Intelligent Computing for Next-Generation Embedded IoTMicroprocessors and Microsystems |
Sun 30 Jan 2022 |
Closed Special Issues
![]() |
|
Machine Learning and Blockchain for Cognitive Internet of ThingsMicroprocessors and Microsystems |
Mon 15 Mar 2021 |
![]() |
|
Cyber physical Microsystems for signal processing and navigation systemsMicroprocessors and Microsystems |
Sun 28 Feb 2021 |
![]() |
|
Embedded Artificial Intelligence and Machine Learning for Real-Time Cyber Physical Systems and NetworksMicroprocessors and Microsystems |
Mon 15 Feb 2021 |
![]() |
|
Artificial intelligence and Internet of People for hyper connected cyber physical systemsMicroprocessors and Microsystems |
Sat 30 Jan 2021 |
![]() |
|
Architectures and Systems for Automotive, Aeronautic and Intelligent Transportation (ASAASIT’2020)Microprocessors and Microsystems |
Sun 24 Jan 2021 |
![]() |
|
European Projects in Embedded Systems Design (EPESD)Microprocessors and Microsystems |
Wed 20 Jan 2021 |
![]() |
|
Emerging Challenges and Opportunities in AI-enabled Embedded Systems for Signal Processing ApplicationsMicroprocessors and Microsystems |
Tue 05 Jan 2021 |
![]() |
|
Memory and Storage Computing (MSC)Microprocessors and Microsystems |
Wed 25 Nov 2020 |
![]() |
|
Securing Critical Infrastructure on Internet of Things for Smarter CitiesMicroprocessors and Microsystems |
Sun 15 Nov 2020 |
![]() |
|
Embedded Computing (MECO 2019)Microprocessors and Microsystems |
Mon 02 Nov 2020 |
![]() |
|
Holistic Technologies for Sustainable Cyber-Physical Systems (SI:HT4SCPS)Microprocessors and Microsystems |
Sat 01 Aug 2020 |
![]() |
|
Machine Learning in Resource-Constrained Embedded SystemsMicroprocessors and Microsystems |
Sat 25 Jul 2020 |
![]() |
|
CyberSecurity on Hardware (CyberSECHARD 2019 Workshop)Microprocessors and Microsystems |
Thu 16 Jul 2020 |
![]() |
|
Emerging Architectures for Energy-efficient and Real-time Cyber-physical SystemsMicroprocessors and Microsystems |
Mon 09 Mar 2020 |
![]() |
|
Embedded and Cyber-Physical SystemsMicroprocessors and Microsystems |
Mon 16 Dec 2019 |
![]() |
|
Omni-layer Intelligent systems (COINS) 2019Microprocessors and Microsystems |
Sun 01 Sep 2019 |
![]() |
|
European Projects in Embedded Systems Design (EPESD)Microprocessors and Microsystems |
Fri 29 Dec 2017 |
![]() |
|
Mobile Systems TechnologiesMicroprocessors and Microsystems |
Thu 30 Nov 2017 |
![]() |
|
Reconfigurable Computing and FPGAsMicroprocessors and Microsystems |
Sun 01 Oct 2017 |