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INDIAN INSTITUTE OF TECHNOLOGY PALAKKAD
Kanjikode | Palakkad | Kerala - 678623
0491 209 2001 (Office) | info@iitpkd.ac.in

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  • About Us
    • The Institute
      • Journey so far
      • Chairman BoG
      • Director
      • Director's Message
      • Governance
      • Advisory Council
      • Senate
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      • Physics
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Dr. Vivek Chaturvedi
Associate Professor
Computer Science And Engineering
+914912091163
Research Area: Power and thermal efficient task scheduling strategies for multi/many core processors, Research Area: Cyber security, Research Area: Cyber Physical systems and IoT
View Website
  • Biosketch

     

     

    Associate Professor, IIT Palakkad (June 2023 - Present)

     

    Assistant Professor, IIT Palakkad  (July 2018 - May 2023) 

     

    Research Scientist, Nanyang Technological University, Singapore, (September 2013 - July 2018),

     

    Summer Intern, Sun Microsystems, Burlington, MA, USA (May 2007 - August 2007)

     

    Senior Editor, ACM Ubiquity Magazine

     

    Education

    • Ph.D. Electrical Engineering,                                                                                                     

    Florida International University, Miami, FL, USA                                                                                 

    • M.S. Electrical Engineering,                                                                                                   

    Syracuse University, Syracuse, NY, USA                                                                                                 

    • B.E. Electronics & Communication Engineering,                                                                 

                Rajiv Gandhi Technical University, Bhopal, MP, India                                       

     

       

      Research Proposal Grants & Academic Awards

      • Co-PI, Project Title: "Design and Development of Advanced Forensics Data Analytics Tool", Funded by MEITY (INR 19 Lakhs). Project is in Collaboration with CDAC Trivandrum and CDAC Bangalore (2023-2025)

      • PI, Project Title: "Securing Deep Neural Networks against Adversarial Attacks in Medical Imaging", Funded by C3I Hub IIT Kanpur (DST) : (INR 14 Lakhs) (2021-2024)

      • Co-PI, Project Title: "Unified Framework for Collaborative Intelligent Systems", Funded by NM-ICPS through IPTIF: (INR 3.5 cr.)

      • NTU Edex Grant, Co-PI title: Concept Visualization and simulation web portal to support study of abstract topics in computer architecture: (SGD$39,000)

      • Syracuse University Dean’s scholarship for academic excellence (Spring 2008)

      • Syracuse University Dean’s scholarship for academic excellence (Fall & Spring 2007)

       

       

    • Teaching

      CS 2060: Computer Organization and Architecture 

      CS 2610: Computer Organization and Architecture Lab

      CS 4505: Advanced Computer Architecture

      CS 5012: AI for Cyber Security

    • Research Group

      PhD Students

      • Neha A. S. (Security for AI)
      • Akshara Ravi (Cyber Security, Malware Analysis)
      • Abdul Rahoof (Hardware Optimization)
      • Pradeep C (Cyber Security, IoT)

      MS Student

      • Dev Saini (OS security)

      Student Mentorship

      • Vijeta Rathore (PhD Candidate, NTU Singapore) (Supervisor: Prof. T. Srikanthan)

       

      • Additional Information
        Title
        Recent Publications
        Description

        Journals

        Akshara Ravi, Vivek Chaturvedi and Muhammad Shafique,"ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices" ACM Transactions on Embedded Computing Systems (TECS) (CASES ESWEEK 2023)  (Accepted)

        A. Bankar, S. Shi, V. Chaturvedi, G. Quan,"Thermal Aware System-Wide Reliability Optimization for Automotive Distributed Computing Applications" IEEE Transactions on Vehicular Technology, 2022 (Accepted)

        V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan, M. Shafique,"Longevity Framework: Leveraging Online Integrated Aging-Aware Hierarchical Mapping and VF-Selection for Lifetime Reliability Optimization in Manycore Processors" IEEE Transactions on Computers (TC) 2020 (Accepted)

        Z. Zhu, W. Zhang, V. Chaturvedi, A.K. Singh, “Energy Minimization for Multi-core Platforms through DVFS and VR Phase Scaling With Comprehensive Convex Model” IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems Volume 39 issue 3 March 2020 pg 686-699

        B. Zhou, W. Zhang, T. Srikanthan, V. Chaturvedi, “Cost-efficient Acceleration of Hardware Trojan Detection through Fan-out Cone Analysis and Weighted Random Pattern Technique”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Vol. 35, No. 5, pg. 792-805, April 2016

        Y. Cui, V. Chaturvedi, W. Zhang, H. He, “Decentralized Thermal-aware Scheduling with Deadline Constraints for Large-scale Network-on-Chip”, IEEE Transactions on Very Large Scale Integration Systems, Vol. PP, pg. 1-14, November 2015

        Y. Cui, V. Chaturvedi, W. Zhang, H. He, “Thermal-Aware Task Scheduling for 3D-Network-on-Chip:A Bottom to Top Scheme”, Journal of Circuits, Systems, and Computers Vol. 25, No. 1 (2016), October 2015

        H. Huang, V. Chaturvedi, G. Quan, “Throughput Maximization for Periodic Real-Time Systems under the Maximal Temperature Constraint”, ACM Transactions on Embedded Computing Systems (TECS), Vol. 13, No. 2, pg. 1-19, 2014

        V. Chaturvedi, H. Huang, S. Ren, G. Quan, “On the Fundamentals of Leakage Aware Real-Time DVS Scheduling for Peak Temperature Minimization”, Journal of Systems Architecture (JSA), Vol. 58, No. 10, pg. 387-397, 2012

        H. Huang, V. Chaturvedi, G. Quan, “Leakage Aware Scheduling On Maximum Temperature Minimization For Periodic Hard Real-Time Systems” Journal of Low Power Electronics, Vol. 8, No. 4, pg. 378-393, 2012

        G. Quan, V. Chaturvedi, “Feasibility Analysis for Temperature-Constraint Hard Real-time Periodic Tasks”, IEEE Transactions on Industrial Informatics (TII), Vol. 6, No. 3, pg. 329-339, 2010

         

        Conferences

        ABDUL RAHOOF, Vivek Chaturvedi, Mahesh Raveendranatha Panicker and Muhammad Shafique,“ Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging” IEEE/ACM Design, Automation and Test in Europe Conference (DATE-2024) (Accepted)

        Abdul Rahoof, Vivek Chaturvedi and Muhammad Shafique,"FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays" International Joint Conference on Neural Networks (IJCNN) 2023

        Akshara Ravi and  V. Chaturvedi,"Malware Analysis using ELF features for Linux based IoT devices", The 35th IEEE International Conference on VLSI Design (VLSID) 2022 

        A. Bankar, S. Shi, A., V. Chaturvedi, G. Quan,"Thermal Aware Lifetime Reliability Optimization for Automotive Distributed Computing Applications", The 38th IEEE International Conference on Computer Design (ICCD) 2020 

        H. Jain, S. Rathore, A. Rahoof T.P., V. Chaturvedi, S. Das,"Fast and Efficient Decision-based Attack for Deep Neural Network on Edge", The 34th IEEE International Workshop on Signal Processing Systems 2020

        V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan and M. Shafique , " Towards Scalable Lifetime Reliability Management for Dark Silicon Mannycore Systems ", IEEE 26th  International Symposium on On-Line Testing and Robust System (IOLTS) 2019  (Invited Speaker), 03 October 2019

        V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan and M. Shafique , " LifeGuard: A Reinforcement Learning-Based Task Mapping Strategy for Performance-Centric Aging Management ", IEEE/ACM/SIGDA 56th  Design, Automation Conference (DAC ) , 22 August 2019 (Top Tier Conference)

        V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan and M. Shafique , " HiMap: Aging-aware Hierarchical Mapping Approach for Darksilicon Manycore Systems", IEEE/ACM/SIGDA 21st  Design, Automation & Test in Europe Conference & Exhibition (DATE ), pg 991 - 996 April 2018 (Top Tier Conference)

        Rohith R, V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan and S.K. Lam ,” LifeSim: A Lifetime Reliability Simulator for Manycore Systems”, IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC), pg 375-381, January 2018,  

        Z. Zhu, V. Chaturvedi, A.K. Singh, W. Zhang and Y. Cui, "Two-stage Thermal-Aware Scheduling of Task Graphs on 3D Multi-cores Exploiting Application and Architecture Characteristics", IEEE 22nd Asia and South Pacific Design Automation Conference (ASP-DAC) 2017, pg.324-329

        V. Rathore, V. Chaturvedi, T. Srikanthan,"Performance Constraint-Aware Task Mapping to Optimize Lifetime Reliability of Manycore Systems", ACM 16th Great Lakes Symposium on VLSI (GLSVLSI) 2016, pg. 377-380

        V. Chaturvedi, B.K. Mohanty, T. Srikanthan, “Leakage-Aware Intra-Task Dynamic Voltage Scaling Technique for Energy Reduction in Real-Time Embedded Systems”, IEEE International Conference on Digital Signal Processing (DSP) 2015,  pg. 1266-1269

        B.K. Mohanty, V. Chaturvedi, V. Rathore, T. Srikanthan, “Memory-Access Aware Work-Load Distribution for Peak-Temperature Reduction of 3D Multi-core Embedded Systems”, IEEE International Conference on Digital Signal Processing (DSP) 2015, pg. 1270-1273

        V. Chaturvedi, A. Singh, W. Zhang, T. Srikanthan, “Thermal-Aware Task Scheduling for Peak Temperature Minimization under Periodic Constraint for 3D-MPSoCs”, IEEE Symposium on Rapid System Prototyping (RSP) 2014, pg. 107-113

        Y. Cui, V. Chaturvedi, W. Zhang, H. He, “Thermal-aware Task Scheduling for 3D Network-on-Chip: A Bottom to Top Scheme”, IEEE International Symposium on Integrated Circuits (ISIC) 2014, pg.  224-227

        M. Fan, V. Chaturvedi, S. Sha, G. Quan, “An Analytical Solution For Multi-Core Energy Calculation With Consideration Of Leakage And Temperature Dependency”, IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED 2013, 353-358

        M. Fan, V. Chaturvedi, S. Sha, G. Quan, “Feasibility Analysis for Temperature Constrained Real-Time Scheduling on Multi-Core Platforms”, IEEE/ACM Design Automation Conference (wip-DAC), 2013

        M. Fan, V. Chaturvedi, S. Sha, G. Quan, “Thermal-Aware Energy Minimization for Real-Time Scheduling on Multi-core Systems”, IEEE Real-Time Systems Symposium (WiP-RTSS), 2012

        V. Chaturvedi, G. Quan, “Leakage Conscious DVS Scheduling for Peak Temperature Minimization”, IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC), Yokohama, Japan, 2011 pg. 135-140 (Acceptance ratio: 30.7%)

        V. Chaturvedi, P. Thanarungroj, C. Liu, G. Quan, “Validation of Scheduling Techniques to Reduce Peak Temperature on an Architectural Level Platform Set-up”, IEEE SoutheastCon, 2011, pg. 111-116

        V. Chaturvedi, H. Huang, G. Quan, “Leakage Aware Scheduling On Maximal Temperature Minimization For Periodic Hard Real-Time Systems”, The 7th IEEE International Conference on Embedded Software and Systems (ICESS), Bradford, UK, June 29-July 01, 2010, pg. 1802-1809 (Acceptance ratio 28%)

        Title
        Other Information
        Description

        Presentation and Talks

        • ACM/IEEE DATE 2018, “HiMap: Aging-aware Hierarchical Mapping Approach for Darksilicon Manycore Systems”, Dresden, Germany, March 2018
        • University of Guelph, “Secure and Reliable Manycore Computing Systems” Guelph, Canada, January 2018
        • IEEE DSP 2015, “Leakage-Aware Intra-Task Dynamic Voltage Scaling Technique for Energy Reduction in Real-Time Embedded Systems” Singapore
        • IEEE DSP 2015, “Memory-Access Aware Work-Load Distribution for Peak-Temperature Reduction of 3D Multi-core Embedded Systems” Singapore
        • Real-Time Systems Symposium (WiP)-2012, “Thermal-Aware Energy Minimization for Real-Time Scheduling on Multi-core Systems”, San Juan, PR, USA
        • ASP-DAC 2011, “Leakage Conscious DVS Scheduling for Peak Temperature Minimization”, Yokohama, Japan
        • SoutheastCon 2011, “Validation of Scheduling Techniques to Reduce Peak Temperature on an Architectural Level Platform Set-up”, Nashville, TN, USA

         

        Technical Review Services

        • Senior Editor ACM Ubiquity
        • TPC International Symposium on VLSI (ISVLSI, 2021-22)
        • TPC VLSID 2021-22
        • TPC International Symposium on VLSI (ISVLSI, 2020)
        • TPC VLSID 2020
        • TPC International Symposium on VLSI (ISVLSI, 2019)
        • Reviewer IEEE-ESL Embedded Systems Letters (ESL)
        • TPC for International Symposium on VLSI (ISVLSI, 2018)
        • TPC for ICT: Big Data, Cloud and Security Conference (ICT-BDCS) 2017
        • Reviewer IEEE Potentials
        • Reviewer IEEE Transaction on VLSI (TVLSI)
        • Reviewer IEEE Transactions on Parallel and Distributed Computing (TPDS)
        • Reviewer IEEE Transactions on Multimedia
        • Reviewer IEEE Transaction on Technology Computer Aided Design (TCAD)
        • Reviewer IEEE Transaction on Computers (TC)
        • Reviewer IEEE International Symposium on Circuits and Systems
        • Reviewer Springer Circuits, Systems and Signal Processing
        • IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC)
        • IEEE  International Conference on Embedded and Real-Time Computing Systems and Applications
        • International Conference on Embedded Software and Systems
        • Frontier of Computer Science and Technology
        • European Symposium on Algorithms

         

         

         

        Collaborators:

        • Prof. Gang Quan, Florida International University, Miami
        • Prof. Thambipillai Srikanthan, Nanyang Technological University, Singapore
        • Prof. Wei Zhang, Hong Kong University of Science and Technology, Hong Kong
        • Prof. Muhammad Shafique, Vienna University of Technology (TU-Wien), Vienna
        • Prof. Amit Kumar Singh, University of Essex
        • Prof. Sharad Sinha, Indian Institute of Technology, Goa
        • Prof. Lam Siew Kei, Nanyang Technological University, Singapore
      • Publications
        FRNet: A Feature-Rich CNN Architecture to Defend against Adversarial Attacks
        Neha A.S., Vivek Chaturvedi, Muhammad Shafique
        IEEE Access 12 26943 - 26956 (2024)
        S-E Pipeline: A Vision Transformer (ViT) Based Resilient Classification Pipeline for Medical Imaging Against Adversarial Attacks
        Neha A.S., Vivek Chaturvedi, Muhammad Shafique
        IEEE International Joint Conference on Neural Networks (IJCNN) 2024 (accepted) (2024)
        Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging
        Vivek Chaturvedi, Mahesh Raveendranatha Panicker and Muhammad Shafique
        Design, Automation and Test in Europe Conference (DATE-2024) Accepted (2024)
        ViT4Mal: Lightweight Vision Transformer for Malware Detection on Edge Devices
        Akshara Ravi, Vivek Chaturvedi and Muhammad Shafique
        ACM Transactions on Embedded Computing Systems (TECS) 22 (5s) 1-26 (2023)
        FastCaps: A Design Methodology for Accelerating Capsule Network on Field Programmable Gate Arrays
        A. Rahoof, V. Chaturvedi and M. Shafique
        International Joint Conference on Neural Networks (IJCNN) (2023)
        Thermal Aware System-Wide Reliability Optimization for Automotive Distributed Computing Applications
        Ajinkya Bankar, Sha Shi, Vivek Chaturvedi, Gang Quan
        IEEE Transactions on Vehicular Technology (Accepted) (2022)
        Malware Analysis using ELF features for Linux based IoT devices
        Akshara Ravi and Vivek Chaturvedi
        IEEE 35th International Conference on VLSI Design (2022)
        Thermal Aware Lifetime Reliability Optimization for Automotive Distributed Computing Applications
        Ajinkya Bankar, Sha Shi, Vivek Chaturvedi, Gang Quan
        The 38th IEEE International Conference on Computer Design (ICCD) (2020)
        Longevity Framework: Leveraging Online Integrated Aging-Aware Hierarchical Mapping and VF-Selection for Lifetime Reliability Optimization in Manycore Processors
        Vijeta Rathore, Vivek Chaturvedi, Amit Kumar Singh, T. Srikanthan and M. Shafique
        IEEE Transactions on Computers (TC) (accepted) (2020)
        Towards Scalable Lifetime Reliability Management for Dark Silicon Manycore Systems
        V. Rathore, V.Chaturvedi, A.K. Singh, T. Srikanthan and M. Shafique
        Proceedings of 25th IEEE International Symposium on On- Line Testing and Robust System (IOLTS 2019) (Invited) (2019)
        LifeGuard: A Reinforcement Learning-Based Task Mapping Strategy for Performance-Centric Aging Management
        V. Rathore, V.Chaturvedi, A.K. Singh, T. Srikanthan and M. Shafique
        Design Automation Conference 2019 (Tier 1) (2019)
        Energy Minimization for Multi-core Platforms through DVFS and VR Phase Scaling With Comprehensive Convex Model
        Z. Zhu, W. Zhang, V. Chaturvedi, A.k. Singh
        Transactions on Computer-Aided Design of Integrated Circuits and Systems ((Accepted)) (2019)
        LifeSim: A Lifetime Reliability Simulator for Manycore Systems
        Rohith R, V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan S.K. Lam
        IEEE 8th Annual Computing and Communication Workshop and Conference (CCWC) 1 (2018)
        HiMap: Aging-aware Hierarchical Mapping Approach for Darksilicon Manycore Systems
        V. Rathore, V. Chaturvedi, A.K. Singh, T. Srikanthan,M. Shafique
        IEEE/ACM/SIGDA 21st Design, Automation & Test in Europe Conference & Exhibition (DATE) 991-996 (2018)
        Two-stage Thermal-Aware Scheduling of Task Graphs on 3D Multi-cores Exploiting Application and Architecture Characteristics
        Z. Zhu, V. Chaturvedi, A.K. Singh, W. Zhang Y. Cui
        IEEE 22nd Asia and South Pacific Design Automation Conference 324-329 (2017)
        Performance Constraint-Aware Task Mapping to Optimize Lifetime Reliability of Manycore Systems
        V. Rathore, V. Chaturvedi, T. Srikanthan
        ACM 16th Great Lakes Symposium on VLSI (GLSVLSI) 366 (2016)
        Cost-efficient Acceleration of Hardware Trojan Detection through Fan-out Cone Analysis and Weighted Random Pattern Technique
        B. Zhou, W. Zhang, T. Srikanthan, V. Chaturvedi
        IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems 35 (5) 792-805 (2016)
        Memory-Access Aware Work-Load Distribution for Peak-Temperature Reduction of 3D Multi-core Embedded Systems
        B.K. Mohanty, V. Chaturvedi, V. Rathore, T. Srikanthan,
        IEEE International Conference on Digital Signal Processing (DSP) 1270-1273 (2015)
        Leakage-Aware Intra-Task Dynamic Voltage Scaling Technique for Energy Reduction in Real-Time Embedded Systems
        V. Chaturvedi, B.K. Mohanty, T. Srikanthan
        IEEE International Conference on Digital Signal Processing (DSP) 1266-1269 (2015)
        Thermal-Aware Task Scheduling for 3D-Network-on-Chip:A Bottom to Top Scheme
        Y. Cui, V. Chaturvedi, W. Zhang, H. He
        Journal of Circuits, Systems, and Computers 25 (1) 1 (2015)
        Decentralized Thermal-aware Scheduling with Deadline Constraints for Large-scale Network-on-Chip
        Y. Cui, V. Chaturvedi, W. Zhang, H. He
        IEEE Transactions on Very Large Scale Integration Systems 24 (6) 1-14 (2015)
        Thermal-aware Task Scheduling for 3D Network-on-Chip: A Bottom to Top Scheme
        Y. Cui, V. Chaturvedi, W. Zhang, H. He,
        IEEE International Symposium on Integrated Circuits (ISIC) 224-227 (2014)
        Thermal-Aware Task Scheduling for Peak Temperature Minimization under Periodic Constraint for 3D-MPSoCs
        V. Chaturvedi, A. Singh, W. Zhang, T. Srikanthan
        IEEE Symposium on Rapid System Prototyping (RSP) 107-113 (2014)
        Throughput Maximization for Periodic Real-Time Systems under the Maximal Temperature Constraint
        H. Huang, V. Chaturvedi, G. Quan
        ACM Transactions on Embedded Computing Systems (TECS) 13 (2) 1 (2014)
        Feasibility Analysis for Temperature Constrained Real-Time Scheduling on Multi-Core Platforms
        M. Fan, V. Chaturvedi, S. Sha, G. Quan
        IEEE/ACM Design Automation Conference (wip-DAC) (2013)
        An Analytical Solution For Multi-Core Energy Calculation With Consideration Of Leakage And Temperature Dependency
        M. Fan, V. Chaturvedi, S. Sha, G. Quan
        IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED) 353-358 (2013)
        Thermal-Aware Energy Minimization for Real-Time Scheduling on Multi-core Systems
        M. Fan, V. Chaturvedi, S. Sha, G. Quan,
        IEEE Real-Time Systems Symposium (WiP-RTSS) (2012)
        Leakage Aware Scheduling On Maximum Temperature Minimization For Periodic Hard Real-Time Systems
        H. Huang, V. Chaturvedi, G. Quan
        Journal of Low Power Electronics 8 (4) 378-393 (2012)
        On the Fundamentals of Leakage Aware Real-Time DVS Scheduling for Peak Temperature Minimization
        V. Chaturvedi, H. Huang, S. Ren, G. Quan
        Journal of Systems Architecture (JSA) 58 (10) 387-397 (2012)
        Validation of Scheduling Techniques to Reduce Peak Temperature on an Architectural Level Platform Set-up
        V. Chaturvedi, P. Thanarungroj, C. Liu, G. Quan
        IEEE SoutheastCon 111-116 (2011)
        Leakage Conscious DVS Scheduling for Peak Temperature Minimization
        V. Chaturvedi, G. Quan
        IEEE/ACM Asia and South Pacific Design Automation Conference (ASP-DAC) 135-140 (2011)
        Leakage Aware Scheduling On Maximal Temperature Minimization For Periodic Hard Real-Time Systems
        V. Chaturvedi, H. Huang, G. Quan
        7th IEEE International Conference on Embedded Software and Systems (ICESS) 1802-1809 (2010)
        Feasibility Analysis for Temperature-Constraint Hard Real-time Periodic Tasks
        G. Quan, V. Chaturvedi
        IEEE Transactions on Industrial Informatics (TII) 6 (3) 329-339 (2010)

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