In this work, we propose that just as job scheduling and resource allocation are out-sourced to a trusted mecha- nism external to the workload, so too should be ...

Nov 20, 2019 · We design Libra to automate job partitioning as a framework extension. We integrate Libra with Spark and evaluate its performance on EC2.

The optimal job partition size balances these two conflicting forces. Given this trend, we design Libra to automate job partitioning as a framework extension.

Libra and the Art of Task Sizing in Big-Data Analytic Systems. Rui Li, Peizhen Guo, Bo Hu, Wenjun Hu. Yale University. Page 2. Background. Page 3. Stage 0.

In this work, we propose that just as job scheduling and resource allocation are out-sourced to a trusted mechanism external to the workload, so too should be ...

Libra and the art of task sizing in big-data analytic systems. R Li, P Guo, B Hu, W Hu. Symposium on Cloud Computing, 2019. 2, 2019 ; Service Abstractions for ...

Libra and the art of task sizing in big-data analytic systems. R Li, P Guo, B Hu, W Hu. Symposium on Cloud Computing, 2019. 2, 2019 ; EliScholar–A Digital ...

Jun 11, 2018 · Experiments on OpenWhisk clusters with real-world workloads show that Libra reduces response latency by 39% and achieves 3X resource utilization ...

May 5, 2024 · We introduce Libra, a framework specifically focused on optimizing multi-dimensional fabric architectures.