Scheduling Approaches for Accelerating Real-Time Tasks in Software-Hardware Codesign Paradigm

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Reconfigurable systems are increasingly being employed in a large class of today’s heterogeneous real-time systems which often demand satisfaction of stringent timeliness constraints. However, executing a set of hard real-time applications on reconfigurable systems such that all timing constraints are satisfied while also allowing efficient resource utilization requires effective scheduling, mapping and admission control strategies. In case of hardware tasks the reconfigurable space can considered as partitioned into tiles, which can be mapped to the tasks based on logic requirement and execution deadline. The tradeoff between task throughput, resource and energy requirements can be suitably handled in the run time by considering suitable hardware variants of the tasks that can be mapped through full/partial reconfiguration.

This lecture will brief on the preliminary concepts of task processing on FPGAs using soft and hard cores and the related architectural design. Scheduling strategies will also be introduced in regards to efficient mapping of tasks on reconfigurable cores both in full and partial reconfiguration domain.



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  • Date: 13 Apr 2023
  • Time: 11:00 AM to 02:00 PM
  • All times are (UTC+05:30) Chennai
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  • Nirma University, S G Highway
  • Ahmedabad – 382481, Gujarat, India
  • Ahmedabad, Gujarat
  • India 382481
  • Building: A
  • Room Number: 101
  • Click here for Map

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  • LinkedIn: www.linkedin.com/company/ieee-student-branch-nirma-university

    For queries contact:

    Palak Kapuriya

    Mo: 9879274100

  • Starts 06 April 2023 09:00 AM
  • Ends 13 April 2023 09:00 AM
  • All times are (UTC+05:30) Chennai
  • No Admission Charge


  Speakers

Dr. Amlan Chakrabarti Dr. Amlan Chakrabarti of University of Calcutta

Topic:

Scheduling Approaches for Accelerating Real-Time Tasks in Software-Hardware Codesign Paradigm

Reconfigurable systems are increasingly being employed in a large class of today’s heterogeneous real-time systems which often demand satisfaction of stringent timeliness constraints. However, executing a set of hard real-time applications on reconfigurable systems such that all timing constraints are satisfied while also allowing efficient resource utilization requires effective scheduling, mapping and admission control strategies. In case of hardware tasks the reconfigurable space can considered as partitioned into tiles, which can be mapped to the tasks based on logic requirement and execution deadline. The tradeoff between task throughput, resource and energy requirements can be suitably handled in the run time by considering suitable hardware variants of the tasks that can be mapped through full/partial reconfiguration.

This lecture will brief on the preliminary concepts of task processing on FPGAs using soft and hard cores and the related architectural design. Scheduling strategies will also be introduced in regards to efficient mapping of tasks on reconfigurable cores both in full and partial reconfiguration domain.

Biography:

Dr. Amlan Chakrabarti is a Full Professor in the A.K.Choudhury School of Information Technology
at the University of Calcutta. He was a Post-Doctoral fellow at the School of Engineering, Princeton
University, USA during 2011-2012. He has 20+ years of experience in Engineering Education and
Research. He is the recipient of the DST BOYSCAST fellowship award in Engineering Science
(2011), the Indian National Science Academy (INSA) Visiting Faculty Fellowship (2014), the JSPS
Invitation Research Award (2016), Erasmus Mundus Leaders Award (2017), the Hamied Visiting
Professorship from University of Cambridge, UK (2018), Siksha Ratna Award by Dept. of Higher
Education Govt. of West Bengal (2018) and has been awarded as the Fellow of West Bengal
Academy of Science and Technology (2022). He has also served in various capacities in various
higher education organizations both at national and international levels. He has contributed
immensely in the development of efficient computer algorithms and systems in multiple projects
supervised by him in both International and National levels. He led research and consultancy projects
supported by CERN Geneva, GSI Helmholtz Research Laboratory Germany, DST, DRDO MietY,
Intel, TCS etc. He is also serving as the Head of IT and Tech. Innovation Cell of the Dept. of Higher
Education Govt. of West Bengal. He has graduated 20 Ph.D. students till date and has published 200+
research papers. He is the Series Editor of Springer Transactions of Computer Systems and Networks,
the Series Editor of the Springer Book Series on “Water Informatics”, an Associated Editor of the
Elsevier Journal of Computers and Electrical Engineering and Guest Editor of the Springer Journal of
Applied Sciences. He is a Sr. Member of IEEE and ACM, IEEE Computer Society Distinguished
Visitor, Distinguished Speaker of ACM, Secretary of IEEE CEDA India Chapter, Member of the
International Water Association, Vice President of the Data Science Society and Life Member of CSI
India. His areas of research are Machine Learning, Computer Vision, Reconfigurable Computing,
VLSI CAD and Quantum Computing.

Email:

Address: A.K. Choudhury School of I.T., University of Calcutta., , Calcutta, India, 700009





Agenda

 Agendas for the event on"Scheduling Approaches for Accelerating Real-Time Tasks in Software-Hardware Codesign Paradigm":

  1. Introduction to software-hardware codesign paradigm and its importance in modern computing systems.

  2. Overview of real-time systems and their characteristics, including the importance of meeting timing constraints for such systems.

  3. The role of scheduling in real-time systems and the challenges involved in designing efficient scheduling algorithms.

  4. A survey of existing scheduling approaches for real-time systems, including fixed-priority scheduling, dynamic priority scheduling, and other approaches.

  5. Introduction to hardware acceleration and its potential for speeding up real-time tasks.

  6. Overview of the integration of hardware acceleration into real-time systems and the benefits it offers

  7. Discussion of software-hardware co-design techniques for optimizing the performance of real-time systems, including scheduling algorithms that leverage hardware acceleration.

  8.  Case studies of real-world systems that have successfully implemented software-hardware co-design techniques for real-time tasks.

  9. Future directions and challenges



  Media

Glance of the Event 181.57 KiB
Distinguished Lecturer: Prof. Amlan Chakraborty 74.25 KiB
Prof. Amlan Chakrabarti & Prof. Ashish Phophalia 148.91 KiB