Concepedia

Aaron Harlap

AH

6

Publications

1.3K

Citations

6

H-Index

2016

Active since

Affiliations

Carnegie Mellon University(Current)

University of California, Berkeley

Berkeley College

Aaron Harlap is an author at Carnegie Mellon University specializing in engineering, computer science, and parallel computing.

Top concepts

EngineeringComputer ScienceParallel ComputingParallel ProgrammingMachine LearningComputer EngineeringComputer ArchitectureEdge ComputingCloud ComputingData Management

Publications per year

2016–2019

6

Publications

6

PipeDream

Deepak Narayanan, Aaron Harlap, Amar Phanishayee et al. · 2019 · 710 citations

Present Pipedream, Engineering, Machine Learning +12

Gaia: geo-distributed machine learning approaching LAN speeds

Kevin Hsieh, Aaron Harlap, Nandita Vijaykumar et al. · 2017 · 273 citations

Engineering, Machine Learning, Distributed Algorithms +19

Addressing the straggler problem for iterative convergent parallel ML

Aaron Harlap, Henggang Cui, Wei Dai et al. · 2016 · 129 citations

Cluster Computing, Engineering, Computer Architecture +19

PipeDream: Fast and Efficient Pipeline Parallel DNN Training

Aaron Harlap, Deepak Narayanan, Amar Phanishayee et al. · arXiv (Cornell University) · 2018 · 97 citations · Full text

Training System, Convolutional Neural Network, Deep Neural Networks +15

Proteus

Aaron Harlap, Alexey Tumanov, Andrew Chung et al. · 2017 · 92 citations

Cluster Computing, Engineering, Machine Learning +16

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