Diksha Moolchandani

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Ph.D. Research Scholar
School of Information Technology
Indian Institute of Technology Delhi, India
Contact: diksha [dot] moolchandani [at] cse [dot] iitd [dot] ac [dot] in

Publications

  • “Game Theory-based Parameter-Tuning for Path Planning of UAVs”
    Diksha Moolchandani, Geesara Prathap, Ilya Afanasyev, Anshul Kumar, Manuel Mazzara, and Smruti R. Sarangi.
    International Conference on VLSI Design 2021 (accepted)

  • “Accelerating CNN Inference on ASICs: A Survey”
    Diksha Moolchandani, Anshul Kumar, and Smruti R. Sarangi.
    Elsevier Journal of Systems Architecture (JSA) 2020 [link]

  • “VisSched: An Auction based Scheduler for Vision Workloads on Heterogeneous Processors”
    Diksha Moolchandani, Anshul Kumar, José Martínez, Smruti R. Sarangi.
    Full paper accepted in ESWEEK CASES 2020, and published in IEEE International Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) 2020 [pdf] [blog]

  • “Performance Prediction for Multi-Application Concurrency on GPUs”
    Diksha Moolchandani, Sudhanshu Gupta, Anshul Kumar, and Smruti R. Sarangi.
    IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS) 2020 [video] [pdf]

  • “A Machine to Machine framework for the charging of Electric Autonomous Vehicles”
    Ziyad Elbanna, Ilya Afanasyev, Luiz Jonata, Rasheed Hussain, Mansur Khazeev, Joseph Lamptey, Manuel Mazzara, Swati Megha, Diksha Moolchandani, and Dragos Strugar.
    The Workshops of the IEEE International Conference on Advanced Information Networking and Applications (WAINA) 2020. Caserta, Italy. [pdf]

  • “F-LaaS: A Control-Flow-Attack Immune License-as-a-Service Model”
    Sandeep Kumar, Diksha Moolchandani, Takatsugu Ono and Smruti Sarangi.
    IEEE Services Computing Conference (SCC) 2019. Milan, Italy. [pdf]

Posters

  • “VisSched: An Auction based Scheduler for Vision Workloads on Heterogeneous Processors”
    Diksha Moolchandani, Anshul Kumar, José Martínez, Smruti R. Sarangi.
    Design Automation Conference (DAC) 2020 [video][slides]

Research Interests

  • Computer Architecture for Computer Vision

  • Accelerators

  • ML applications in Computer Architecture

  • Energy-efficient drone architecture and design

Education

  • Ph.D, Computer Science, Indian Institute of Technology Delhi, India, 2016 - present

  • B.Tech, Electronics and Communication Engineering, Indian Institute of Information Technology Jabalpur, India, 2011-2015

Technical Services

I have been the reviewer for the following venues in the past:

  • Conferences - HPCA 2021, ICPP 2020, HiPC 2020, VDAT 2020, ICCD 2019, EMC^2 2018, IPDPS 2018, ICCD 2017

  • Journals - JSA