Ganesh Ananthanarayanan
where else to find them
no profile links on file
what they talk about
all 4 in the filters
where they keep going back
- NSDI2 editions2013–2023
on a stage with
all 27 in the filters
who talks about the same things
nobody close enough yet
| title | conference | date |
|---|---|---|
| Vulcan: Automatic Query Planning for Live ML Analytics | 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24) | 2024-04-16 |
Vulcan automatically generates full query plans for live ML analytics by building pipelines, deciding filter order, and jointly optimizing operator placement… | ||
| RECL: Responsive Resource-Efficient Continuous Learning for Video Analytics | NSDI 2023 | 2023-04-17 |
System integrates a shared model zoo of previously adapted lightweight experts, a learned model selector that predicts per-frame accuracy and aggregates… | ||
| Tambur: Efficient loss recovery for videoconferencing via streaming codes | NSDI 2023 | 2023-04-17 |
Tambur applies streaming codes tuned to videoconferencing, evaluated on Microsoft Teams traces and in emulated end-to-end calls after being implemented in C++… | ||
| Gemel: Model Merging for Memory-Efficient, Real-Time Video Analytics at the Edge | NSDI 2023 | 2023-04-17 |
Gemel is a system that jointly retrains and merges layers and weights across edge vision models so one copy of shared layers fits in GPU memory, combined with… | ||
| Ekya: Continuous Learning of Video Analytics Models on Edge Compute Servers | 19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22) | 2022-04-04 |
Edge servers run compressed video models that drift with live data; Ekya continuously retrains selected models and schedules GPU time to maximize mean… | ||
| Effective Straggler Mitigation: Attack of the Clones | NSDI 2013 | 2013-04-02 |
Builds a system called Dolly that proactively launches task‑level clones for small interactive jobs, then uses a probabilistic delay assignment to avoid… | ||
| nothing matches | ||