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Sadjad Fouladi

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Gemino: Practical and Robust Neural Compression for Video Conferencing21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
System reconstructs 1024x1024 video by sending tiny downsampled frames plus a single high-resolution reference and performing high-frequency-conditional…
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POSH: A Data-Aware ShellUSENIX ATC '202020-07-15
POSH is a drop‑in shell that offloads I/O‑heavy pipeline stages to proxy servers colocated with NFS storage, using an annotation language to declare which…
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Learning in situ: a randomized experiment in video streamingNSDI 20202020-02-25
A randomized, blinded deployment streams 38.6 years of video to 63,508 users and shows huge statistical uncertainty: single-day experiments produce overlapping…
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From Laptop to Lambda: Outsourcing Everyday Jobs to Thousands of Transient Functional ContainersUSENIX ATC '192019-07-10
A toolkit called gg packages programs as content‑hashed lightweight containers called gg thunks and composes them into a linked GG IR to offload entire jobs to…
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Salsify: Low-Latency Network Video through Tighter IntegrationNSDI '182018-04-09
Salsify tightly couples a transport that predicts the next frame size with a per-frame optimization loop and a functional video codec that can save/restore…
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