2019
- Zhuojin Li, Wumo Yan, Marco Paolieri, Leana Golubchik:
Throughput Prediction of Asynchronous SGD in TensorFlow
CoRR abs/1911.04650 (2019) | Accepted for publication at ICPE 2020
2018
- Sung-Han Lin, Marco Paolieri, Cheng-Fu Chou, Leana Golubchik:
A model-based approach to streamlining distributed training for asynchronous SGD
MASCOTS (2018)
2017
- Sung-Han Lin, Ranjan Pal, Marco Paolieri, Leana Golubchik:
Performance Driven Resource Sharing Markets for the Small Cloud
ICDCS 2017: 241-251