Aaron Harlap

According to our database, Aaron Harlap authored at least 6 papers between 2016 and 2019.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2019

PipeDream: generalized pipeline parallelism for DNN training.

Deepak Narayanan, Aaron Harlap, Amar Phanishayee, Vivek Seshadri, Nikhil R. Devanur, Gregory R. Ganger, Phillip B. Gibbons, Matei Zaharia

Proceedings of the 27th ACM Symposium on Operating Systems Principles, 2019

2018

PipeDream: Fast and Efficient Pipeline Parallel DNN Training.

Aaron Harlap, Deepak Narayanan, Amar Phanishayee, Vivek Seshadri, Nikhil R. Devanur, Gregory R. Ganger, Phillip B. Gibbons

CoRR, 2018

Tributary: spot-dancing for elastic services with latency SLOs.

Aaron Harlap, Andrew Chung, Alexey Tumanov, Gregory R. Ganger, Phillip B. Gibbons

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

2017

Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds.

Kevin Hsieh, Aaron Harlap, Nandita Vijaykumar, Dimitris Konomis, Gregory R. Ganger, Phillip B. Gibbons, Onur Mutlu

Proceedings of the 14th USENIX Symposium on Networked Systems Design and Implementation, 2017

Proteus: agile ML elasticity through tiered reliability in dynamic resource markets.

Aaron Harlap, Alexey Tumanov, Andrew Chung, Gregory R. Ganger, Phillip B. Gibbons

Proceedings of the Twelfth European Conference on Computer Systems, 2017

2016

Addressing the straggler problem for iterative convergent parallel ML.

Aaron Harlap, Henggang Cui, Wei Dai, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing

Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016