Publications

See my Google Scholar profile for the complete list.
Below is a categorized selection in reverse chronological order generated by jekyll-scholar.

2025

  1. Intermittent-Friendly Neural Architecture Search: Demystifying Accuracy and Overhead Tradeoffs
    Hashan Roshantha Mendis, Chih-Hsuan Yen, Chih-Kai Kang, and 1 more author
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025
    DOI
  2. Catch Non-determinism If You Can: Intermittent Inference of Dynamic Neural Networks
    Chih-Hsuan Yen, Hashan Roshantha Mendis, Tei-Wei Kuo, and 1 more author
    ACM Transactions on Embedded Computing Systems (TECS), 2025
    (integrated with ACM/IEEE CODES+ISSS)
    DOI
  3. Special Session - Intermittent TinyML: Powering Sustainable Deep Intelligence Without Batteries
    Hashan Roshantha Mendis, Kasim Sinan Yildirim, Marco Zimmerling, and 2 more authors
    In Proc. of ACM/IEEE International Conference on Embedded Software EMSOFT, 2025
    DOI

2024

  1. Deep Reorganization: Retaining Residuals in TinyML
    Hashan Roshantha Mendis, Chih-Kai Kang, Chun-Han Lin, and 2 more authors
    In Proc. of ACM/IEEE Design Automation Conference (DAC), 2024
    DOI

2023

  1. Keep in Balance: Runtime-reconfigurable Intermittent Deep Inference
    Chih-Hsuan Yen, Hashan Roshantha Mendis, Tei-Wei Kuo, and 1 more author
    ACM Transactions on Embedded Computing Systems (TECS), 2023
    (integrated with ACM/IEEE CODES+ISSS)
    DOI

2022

  1. Stateful Neural Networks for Intermittent Systems
    Chih-Hsuan Yen, Hashan Roshantha Mendis, Tei-Wei Kuo, and 1 more author
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2022
    (integrated with ACM/IEEE CODES+ISSS)
    DOI
  2. More Is Less: Model Augmentation for Intermittent Deep Inference
    Chih-Kai Kang, Hashan Roshantha Mendis, Chun-Han Lin, and 2 more authors
    ACM Transactions on Embedded Computing Systems (TECS), 2022
    DOI

2021

  1. Intermittent-Aware Neural Architecture Search
    Hashan Roshantha Mendis, Chih-Kai Kang, and Pi-Cheng Hsiu
    ACM Transactions on Embedded Computing Systems (TECS), 2021
    (integrated with ACM/IEEE CODES+ISSS)
    DOI

2020

  1. Everything Leaves Footprints: Hardware Accelerated Intermittent Deep Inference
    Chih-Kai Kang, Hashan Roshantha Mendis, Chun-Han Lin, and 2 more authors
    IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2020
    (integrated with ACM/IEEE CODES+ISSS)
    DOI

2019

  1. Accumulative Display Updating for Intermittent Systems
    Hashan Roshantha Mendis and Pi-Cheng Hsiu
    ACM Transactions on Embedded Computing Systems (TECS), 2019
    (integrated with ACM/IEEE CODES+ISSS)
    DOI

2018

  1. Impact of memory frequency scaling on user-centric smartphone workloads
    Hashan R. Mendis, Wei-Ming Chen, Leandro Soares Indrusiak, and 2 more authors
    In Proc. of ACM Symposium on Applied Computing (SAC), 2018
    DOI

2017

  1. Dynamic resource management of network-on-chip platforms for multi-stream video processing
    Hashan Roshantha Mendis
    University of York, UK, 2017
  2. A Survey and Comparative Study of Hard and Soft Real-Time Dynamic Resource Allocation Strategies for Multi-/Many-Core Systems
    Amit Kumar Singh, Piotr Dziurzanski, Hashan Roshantha Mendis, and 1 more author
    ACM Computing Surveys (CSUR), 2017
    DOI
  3. Dynamic and Static Task Allocation for Hard Real-Time Video Stream Decoding on NoCs
    Hashan R. Mendis, Neil C. Audsley, and Leandro Soares Indrusiak
    Leibniz Transactions on Embedded Systems, 2017
    DOI

2016

  1. Low communication overhead dynamic mapping of multiple HEVC video stream decoding on NoCs
    Hashan Roshantha Mendis and Leandro Soares Indrusiak
    In Proc. of Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and the Workshop on Design Tools and Architectures For Multicore Embedded Computing Platforms (PARMA-DITAM), 2016
    DOI
  2. Synthetic Workload Generation of Broadcast Related HEVC Stream Decoding for Resource Constrained Systems
    Hashan Roshantha Mendis and Leandro Soares Indrusiak
    In Proc. of International Conference on Signal Processing and Multimedia Applications (SIGMAP), 2016
    DOI

2015

  1. Bio-inspired distributed task remapping for multiple video stream decoding on homogeneous NoCs
    Hashan Roshantha Mendis, Leandro Soares Indrusiak, and Neil C. Audsley
    In Proc. of IEEE Symposium on Embedded Systems For Real-time Multimedia (ESTIMedia), 2015
    DOI
  2. Task allocation for decoding multiple hard real-time video streams on homogeneous NoCs
    Hashan Roshantha Mendis, Neil C. Audsley, and Leandro Soares Indrusiak
    In Proc. of IEEE International Conference on Industrial Informatics (INDIN), 2015
    DOI

2014

  1. Predictability and Utilisation Trade-off in the Dynamic Management of Multiple Video Stream Decoding on Network-on-Chip based Homogeneous Embedded Multi-cores
    Hashan Roshantha Mendis, Leandro Soares Indrusiak, and Neil C. Audsley
    In Proc. of International Conference on Real-Time Networks and Systems (RTNS), 2014
    DOI