Search Results for author: Drew Penney

Found 4 papers, 1 papers with code

Shiftable Context: Addressing Training-Inference Context Mismatch in Simultaneous Speech Translation

1 code implementation3 Jul 2023 Matthew Raffel, Drew Penney, Lizhong Chen

Transformer models using segment-based processing have been an effective architecture for simultaneous speech translation.

Translation

RAPID: Enabling Fast Online Policy Learning in Dynamic Public Cloud Environments

no code implementations10 Apr 2023 Drew Penney, Bin Li, Lizhong Chen, Jaroslaw J. Sydir, Anna Drewek-Ossowicka, Ramesh Illikkal, Charlie Tai, Ravi Iyer, Andrew Herdrich

Resource sharing between multiple workloads has become a prominent practice among cloud service providers, motivated by demand for improved resource utilization and reduced cost of ownership.

PROMPT: Learning Dynamic Resource Allocation Policies for Network Applications

no code implementations19 Jan 2022 Drew Penney, Bin Li, Jaroslaw Sydir, Lizhong Chen, Charlie Tai, Stefan Lee, Eoin Walsh, Thomas Long

A growing number of service providers are exploring methods to improve server utilization and reduce power consumption by co-scheduling high-priority latency-critical workloads with best-effort workloads.

Scheduling

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