morphling/CITATION.cff at main · netsys-edinburgh/morphling · GitHub

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cff-version: 1.2.0
message: >-
  If you use Morphling (DeviceEmulator) in your research,
  please cite the EdgeSys '26 workshop paper below.
title: Morphling (DeviceEmulator)
abstract: >-
  Morphling is an emulator for distributed machine learning training on
  heterogeneous edge devices. It intercepts backend dispatch calls, fits
  stride-aware and thermal-aware performance models from real measurements,
  decouples memory demand from device count, and uses event-driven virtual
  time to preserve execution semantics, enabling large-scale what-if studies
  of edge training on a single GPU server.
type: software
license: Apache-2.0
repository-code: 'https://github.com/drunkcoding/DeviceEmulator'
authors:
  - family-names: Xue
    given-names: Leyang
    affiliation: The University of Edinburgh
  - family-names: Xia
    given-names: Yufeng
    affiliation: The University of Edinburgh
  - family-names: Mendi
    given-names: Eren
    affiliation: The University of Edinburgh
  - family-names: Bashir
    given-names: Ismaeel
    affiliation: The University of Edinburgh
  - family-names: Yang
    given-names: Jiaxun
    affiliation: The University of Edinburgh
  - family-names: Lee
    given-names: Myungjin
    affiliation: Cisco Research
  - family-names: Marina
    given-names: Mahesh K.
    affiliation: The University of Edinburgh
preferred-citation:
  type: conference-paper
  title: 'Morphling: Emulator for Distributed Machine Learning at the Edge'
  year: 2026
  month: 6
  conference:
    name: >-
      The 24th Annual International Conference on Mobile Systems,
      Applications and Services (MobiSys Workshop '26)
    city: Cambridge
    country: GB
    date-start: '2026-06-21'
    date-end: '2026-06-25'
  collection-title: >-
    The 24th Annual International Conference on Mobile Systems,
    Applications and Services, MobiSys Workshop '26,
    Cambridge, United Kingdom, June 21-25, 2026
  publisher:
    name: ACM
  doi: 10.1145/3812836.3814779
  isbn: '979-8-4007-2712-2'
  url: 'https://doi.org/10.1145/3812836.3814779'
  authors:
    - family-names: Xue
      given-names: Leyang
    - family-names: Xia
      given-names: Yufeng
    - family-names: Mendi
      given-names: Eren
    - family-names: Bashir
      given-names: Ismaeel
    - family-names: Yang
      given-names: Jiaxun
    - family-names: Lee
      given-names: Myungjin
    - family-names: Marina
      given-names: Mahesh K.