Publications

Filters: Author is Luo Mai  [Clear All Filters]
2019
Crossbow: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers, Alexandros Koliousis, Pijika Watcharapichat, Matthias Weidlich, Luo Mai, Paolo Costa and Peter Pietzuch , 45th International Conference on Very Large Data Bases (VLDB), 08/2019, Volume 11, Los Angelos, CA, USA, (2019)  (1.02 MB)
2018
Chi: A Scalable and Programmable Control Plane for Distributed Stream Processing Systems, Luo Mai, Kai Zeng, Rahul Potharaju, Le Xu, Shivaram Venkataraman, Paolo Costa, Terry Kim, Saravanan Muthukrishnan, Vamsi Kuppa, Sudheer Dhulipalla and Sriram Rao , 44th International Conference on Very Large Data Bases (VLDB), 09/2018, Volume 10, Rio de Janeiro, Brazil, (2018)  (1.36 MB)
2017
Emu: Rapid Prototyping of Networking Services, Nik Sultana, Salvator Galea, David Greaves, Marcin Wojcik, Jonny Shipton, Richard Clegg, Luo Mai, Pietro Bressana, Robert Soule, Richard Mortier, Paolo Costa, Peter Pietzuch, Jon Crowcroft, Andrew W. Moore and Noa Zilberman , 2017 USENIX Annual Technical Conference (ATC), 07/2017, Santa Clara, CA, USA, (2017)
TensorLayer: A Versatile Library for Efficient Deep Learning Development, Hao Dong, Akara Supratak, Luo Mai, Fangde Liu, Axel Oehmichen, Simiao Yu and Yike Guo , ACM on Multimedia Conference, 11/2017, Mountain View, CA, USA, (2017)  (1.58 MB)
2016
FLICK: Developing and Running Application-Specific Network Services, Abdul Alim, Richard Clegg, Luo Mai, Lukas Rupprecht, Eric Seckler, Paola Costa, Peter Pietzuch, Alexander L. Wolf, Nik Sultana, Jon Crowcroft, Anil Madhavapeddy, Andrew W. Moore, Richard Mortier, Masoud Koleini, Luis Oviedo, Derek McAuley and Matteo Migliavacca , 2016 USENIX Annual Technical Conference (ATC), 06/2016, Denver, CO, USA, (2016)  (454.5 KB)
Towards a Network Marketplace in a Cloud, Da Yu, Luo Mai, Somaya Arianfar, Rodrigo Fonseca, Orran Krieger and David Oran , 8th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), 06/2016, Denver, CO, USA, (2016)  (178.25 KB)
2015
Optimizing Network Performance in Distributed Machine Learning, Luo Mai, Chuntao Hong and Paolo Costa , 7th USENIX Workshop on Hot Topics in Cloud Computing (HotCloud), 07/2015, Santa Clara, CA, USA, (2015)  (200.14 KB)
2014
NetAgg: Using Middleboxes for Application-specific On-path Aggregation in Data Centres, Luo Mai, Lukas Rupprecht, Abdul Alim, Paolo Costa, Matteo Migliavacca, Peter Pietzuch and Alexander L. Wolf , 10th International Conference on Emerging Networking Experiments and Technologies (CoNEXT), 12/2014, Sydney, Australia, (2014)  (513.79 KB)