43 citations · 218 across the 16 of their papers we have counts for
4 papers · 1 filter
SGX-LKL: Securing the Host OS Interface for Trusted Execution
Christian Priebe, Divya Muthukumaran, Joshua Lind +4
Hardware support for trusted execution in modern CPUs enables tenants to shield their data processing workloads in otherwise untrusted cloud environments. Runtime systems for the t…
ServerMix: Tradeoffs and Challenges of Serverless Data Analytics
Pedro García-López, Marc Sánchez-Artigas, Simon Shillaker +6
Serverless computing has become very popular today since it largely simplifies cloud programming. Developers do not need to longer worry about provisioning or operating servers, an…
Using Trusted Execution Environments for Secure Stream Processing of Medical Data
Carlos Segarra, Ricard Delgado-Gonzalo, Mathieu Lemay +3
Processing sensitive data, such as those produced by body sensors, on third-party untrusted clouds is particularly challenging without compromising the privacy of the users generat…
CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers
Alexandros Koliousis, Pijika Watcharapichat, Matthias Weidlich +3
Deep learning models are trained on servers with many GPUs, and training must scale with the number of GPUs. Systems such as TensorFlow and Caffe2 train models with parallel synchr…