Yue Cheng
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| title | conference | date |
|---|---|---|
| ZipLLM: Efficient LLM Storage via Model-Aware Synergistic Data Deduplication and | NSDI '26 | 2026-05-04 |
Hugging Face model storage grows ~275× from 2023 to 2025 to ~77 PB and fine-tuned variants dominate, so ZipLLM targets cross-model redundancy with tensor-level… | ||
| ALPS: An Adaptive Learning, Priority OS Scheduler for Serverless Functions | USENIX ATC 2024 | 2024-07-10 |
ALPS unifies approximate SRPT via user-space SRPT simulation with eBPF hooks to CFS in a decoupled frontend/backend: the user-space front end learns time-slice… | ||
| SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training | FAST '23: 21st USENIX Conference on File and Storage Technologies | 2023-02-21 |
SHADE is a DLT-aware cache that computes per-sample importance via loss decomposition and rank-based importance scores, applies a patch sampling policy, and… | ||
| FaaSNet: Scalable and Fast Provisioning of Custom Serverless Container Runtimes... | USENIX ATC '21 | 2021-07-14 |
FaaSNet implements a lightweight, hierarchical function tree plus an I/O‑efficient on‑demand fetching protocol inside Alibaba Cloud Function Compute to cut… | ||
| InfiniCache: Exploiting Ephemeral Serverless Functions to Build a Cost-Effective Memory | FAST '20 | 2020-02-24 |
InfiniCache runs entirely on AWS Lambda, shards objects with Reed‑Solomon (k+m) erasure coding, and coordinates via a proxy and client library to stream chunks… | ||
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