Mengwei Xu
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| title | conference | date |
|---|---|---|
| More is Different: Prototyping and Analyzing a New Form of Edge Server with... | USENIX ATC 2024 | 2024-07-10 |
A commercial SoC Cluster with 60 Snapdragon 865 SoCs in a 2U rack and deployed for mobile cloud gaming is measured against servers using a benchmark suite that… | ||
| High-density Mobile Cloud Gaming on Edge SoC Clusters | USENIX ATC 2024 | 2024-07-10 |
Claims a system that packs more mobile game sessions onto servers of stacked phone SoCs by doing pre-run game partitioning, pushing rendering work across SoCs… | ||
| An Empirical Study of Rust-for-Linux: The Success, Dissatisfaction, and Compromise | USENIX ATC 2024 | 2024-07-10 |
Study analyzes 6 RFL drivers, hundreds of issues/PRs, thousands of commits and 12K Zulip discussions to evaluate Rust-for-Linux after mainline adoption. Core… | ||
| FwdLLM: Efficient Federated Finetuning of Large Language Models with Perturbed... | USENIX ATC 2024 | 2024-07-10 |
Introduces a BP-free federated finetuning pipeline that estimates gradients via perturbed inferences (forward gradients) and updates only small adapter… | ||
| Video Analytics with Zero-streaming Cameras | USENIX ATC '21 | 2021-07-14 |
DIVA is a camera/cloud runtime that leaves video on local SD cards and answers queries by (1) building sparse landmark frames (e.g., one every ~30s) that… | ||
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