Aaron Harlap

Publication Activity (10 Years)

Years Active: 2016-2019
Publications (10 Years): 6

Top Topics

Maximum Likelihood

Wireless Broadcast

Supervised Machine Learning

Top Venues

USENIX Annual Technical Conference

Publications

Deepak Narayanan, Aaron Harlap, Amar Phanishayee, Vivek Seshadri, Nikhil R. Devanur, Gregory R. Ganger, Phillip B. Gibbons, Matei Zaharia
PipeDream: generalized pipeline parallelism for DNN training. SOSP (2019)
Aaron Harlap, Andrew Chung, Alexey Tumanov, Gregory R. Ganger, Phillip B. Gibbons
Tributary: spot-dancing for elastic services with latency SLOs. USENIX Annual Technical Conference (2018)
Aaron Harlap, Deepak Narayanan, Amar Phanishayee, Vivek Seshadri, Nikhil R. Devanur, Gregory R. Ganger, Phillip B. Gibbons
PipeDream: Fast and Efficient Pipeline Parallel DNN Training. CoRR (2018)
Aaron Harlap, Alexey Tumanov, Andrew Chung, Gregory R. Ganger, Phillip B. Gibbons
Proteus: agile ML elasticity through tiered reliability in dynamic resource markets. EuroSys (2017)
Kevin Hsieh, Aaron Harlap, Nandita Vijaykumar, Dimitris Konomis, Gregory R. Ganger, Phillip B. Gibbons, Onur Mutlu
Gaia: Geo-Distributed Machine Learning Approaching LAN Speeds. NSDI (2017)
Aaron Harlap, Henggang Cui, Wei Dai, Jinliang Wei, Gregory R. Ganger, Phillip B. Gibbons, Garth A. Gibson, Eric P. Xing
Addressing the straggler problem for iterative convergent parallel ML. SoCC (2016)