63 citations · 64 across the 4 of their papers we have counts for
4 papers
Spatial Sharing of GPU for Autotuning DNN models
Aditya Dhakal, Junguk Cho, Sameer G. Kulkarni +2
GPUs are used for training, inference, and tuning the machine learning models. However, Deep Neural Network (DNN) vary widely in their ability to exploit the full power of high-per…
Understanding Open Source Serverless Platforms: Design Considerations and Performance
Junfeng Li, Sameer G. Kulkarni, K. K. Ramakrishnan +1
Serverless computing is increasingly popular because of the promise of lower cost and the convenience it provides to users who do not need to focus on server management. This has r…
Evaluating Opportunistic Delivery of Large Content with TCP over WiFi in I2V Communication
Shreyasee Mukherjee, Kai Su, Narayan B. Mandayam +3
With the increasing interest in connected vehicles, it is useful to evaluate the capability of delivering large content over a WiFi infrastructure to vehicles. The throughput achie…
Opportunities in a Federated Cloud Marketplace
Hamed Haddadi, Georgios Smaragdakis, K. K. Ramakrishnan
Recent measurement studies show that there are massively distributed hosting and computing infrastructures deployed in the Internet. Such infrastructures include large data centers…