---
- title: "Shadowtutor: Distributed Partial Distillation for Mobile Video DNN Inference"
  nickname: Shadowtutor
  authors:
    - Jae-Won Chung
    - Jaeyun Kim
    - Soomook Moon
  venue: ICPP
  year: "2020"
  filepath: Shadowtutor.pdf
  labels:
    - mine
    - inference
    - mobile
  notepath: Shadowtutor.md
- title: Efficient Memory Disaggregation with Infiniswap
  nickname: Infiniswap
  authors:
    - Juncheng Gu
    - Youngmoon Lee
    - Yiwen Zhang
    - Mosharaf Chowdhury
    - Kang Shin
  venue: NSDI
  year: "2017"
  filepath: ~
  labels:
    - disaggregation
  notepath: Infiniswap.md
- title: "Refurbish Your Training Data: Reusing Partially Augmented Samples for Faster Deep Neural Network Training"
  nickname: Data Refurbishing
  authors:
    - Gyewon Lee
    - Irene Lee
    - Hyeongmin Ha
    - Kyunggeun Lee
    - Hwarim Hyun
    - Ahnjae Shin
    - Byung-Gon Chun
  venue: ATC
  year: "2021"
  filepath: ~
  labels:
    - training
  notepath: Data-Refurbishing.md
- title: "Tiresias: A GPU Cluster Manager for Distributed Deep Learning"
  nickname: Tiresias
  authors:
    - Juncheng Gu
    - Mosharaf Chowdhury
    - Kang G. Shin
    - Yibo Zhu
    - Myeongjae Jeon
    - Junjie Qian
    - Hongqiang Liu
    - Chuanxiong Guo
  venue: NSDI
  year: "2019"
  filepath: Tiresias.pdf
  labels:
    - scheduling
  notepath: Tiresias.md
- title: "Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning"
  nickname: Nimble
  authors:
    - Woosuk Kwon
    - Gyeong-In Yu
    - Eunji Jeong
    - Byung-Gon Chun
  venue: NeurIPS
  year: "2020"
  filepath: ~
  labels:
    - inference
  notepath: Nimble.md
- title: "Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift"
  nickname: ~
  authors:
    - Sergey Ioffe
    - Christian Szegedy
  venue: arXiv
  year: "2015"
  filepath: Batch-Normalization-Accelerating-Deep-Network-Training-by-Reducing-Internal-Covariate-Shift.pdf
  labels:
    - training
    - DL
  notepath: Batch-Normalization-Accelerating-Deep-Network-Training-by-Reducing-Internal-Covariate-Shift.md
- title: Ship Compute or Ship Data? Why Not Both?
  nickname: Kayak
  authors:
    - Jie You
    - Jingfeng Wu
    - Xin Jin
    - Mosharaf Chowdhury
  venue: NSDI
  year: "2021"
  filepath: Ship-Compute-or-Ship-Data-Why-Not-Both.pdf
  labels: []
  notepath: Ship-Compute-or-Ship-Data-Why-Not-Both.md
- title: "FedScale: Benchmarking Model and System Performance of Federated Learning"
  nickname: ~
  authors:
    - Fan Lai
    - Yinwei Dai
    - Xiangfeng Zhu
    - Mosharaf Chowdhury
  venue: arXiv
  year: "2021"
  filepath: FedScale-Benchmarking-Model-and-System-Performance-of-Federated-Learning.pdf
  labels:
    - training
    - federated
  notepath: ~