thustorage / Medusa
Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]
☆22Updated 4 months ago
Alternatives and similar repositories for Medusa:
Users that are interested in Medusa are comparing it to the libraries listed below
- PetPS: Supporting Huge Embedding Models with Tiered Memory☆30Updated 11 months ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated 11 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆40Updated 5 months ago
- ☆20Updated 11 months ago
- ☆53Updated 4 years ago
- ☆49Updated 2 years ago
- Compiler for Dynamic Neural Networks☆46Updated last year
- source code for Deft paper☆16Updated last week
- This is the implementation repository of our SOSP'24 paper: Aceso: Achieving Efficient Fault Tolerance in Memory-Disaggregated Key-Value …☆19Updated 6 months ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆49Updated 2 years ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆60Updated 11 months ago
- ☆16Updated 11 months ago
- ☆22Updated last year
- A rust-based benchmark for BlueField SmartNICs.☆28Updated last year
- ☆13Updated 2 years ago
- ☆48Updated 4 months ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆32Updated 2 years ago
- Nu is a new datacenter system that enables developers to build fungible applications that can use datacenter resources wherever they are.☆38Updated 11 months ago
- The source code of INFless,a native serverless platform for AI inference.☆38Updated 2 years ago
- ☆12Updated last week
- ☆14Updated 3 years ago
- Canvas: Isolated and Adaptive Swapping for Multi-Applications on Remote Memory☆38Updated 2 years ago
- ☆33Updated 10 months ago
- Code for "Baleen: ML Admission & Prefetching for Flash Caches" (FAST 2024).☆25Updated last year
- This is the implementation repository of our OSDI'23 paper: SMART: A High-Performance Adaptive Radix Tree for Disaggregated Memory.☆60Updated 6 months ago
- ☆36Updated 6 months ago
- Stateful LLM Serving☆65Updated last month
- A Progam-Behavior-Guided Far Memory System☆35Updated last year
- Johnny Cache: the End of DRAM Cache Conflicts (in Tiered Main Memory Systems)☆18Updated last year