AI gauge: Runtime estimation for deep learning in the cloud
- Parijat Dube
- Tonghoon Suk
- et al.
- 2019
- SBAC-PAD 2019
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Automatic labeling of data for transfer learning
- Parijat Dube
- Bishwaranjan Bhattacharjee
- et al.
- 2019
- CVPRW 2019
ModelOps: Cloud-based lifecycle management for reliable and trusted AI
- Waldemar Hummer
- Vinod Muthusamy
- et al.
- 2019
- IC2E 2019
Dependability in a Multi-tenant Multi-framework Deep Learning as-a-Service Platform
- Scott Boag
- Parijat Dube
- et al.
- 2018
- DSN-W 2018
Impact of System Resources on Performance of Deep Neural Network
- Parijat Dube
- Zehra Sura
- 2018
- ISPASS 2018
Slow and stale gradients can win the race: Error-Runtime trade-offs in distributed SGD
- Sanghamitra Dutta
- Gauri Joshi
- et al.
- 2018
- AISTATS 2018
Autoscaling for hadoop clusters
- Anshul Gandhi
- Sidhartha Thota
- et al.
- 2016
- IC2E 2016
The Unobservability Problem in Clouds
- Anshul Gandhi
- Parijat Dube
- et al.
- 2015
- ICCAC 2015
Model-driven autoscaling for hadoop clusters
- Anshul Gandhi
- Parijat Dube
- et al.
- 2015
- ICAC 2015
A paas for composite analytics solutions
- Paula Austel
- Han Chen
- et al.
- 2015
- CF 2015