casys-kaist / LLMServingSimLinks
LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale
☆123Updated last month
Alternatives and similar repositories for LLMServingSim
Users that are interested in LLMServingSim are comparing it to the libraries listed below
Sorting:
- NeuPIMs: NPU-PIM Heterogeneous Acceleration for Batched LLM Inferencing☆87Updated last year
- ☆73Updated last month
- LLM serving cluster simulator☆107Updated last year
- LLM Inference analyzer for different hardware platforms☆79Updated last week
- ☆168Updated last year
- Artifact for paper "PIM is All You Need: A CXL-Enabled GPU-Free System for LLM Inference", ASPLOS 2025☆76Updated 2 months ago
- ☆42Updated 3 weeks ago
- PIM-DL: Expanding the Applicability of Commodity DRAM-PIMs for Deep Learning via Algorithm-System Co-Optimization☆31Updated last year
- UPMEM LLM Framework allows profiling PyTorch layers and functions and simulate those layers/functions with a given hardware profile.☆31Updated last week
- ☆24Updated 7 months ago
- [HPCA'24] Smart-Infinity: Fast Large Language Model Training using Near-Storage Processing on a Real System☆46Updated last year
- ☆144Updated 5 months ago
- ☆77Updated last year
- ☆48Updated last year
- ☆24Updated 2 years ago
- A Cycle-level simulator for M2NDP☆28Updated 2 months ago
- ☆37Updated last year
- [ACM EuroSys '23] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆57Updated last year
- ☆65Updated 4 years ago
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆25Updated last month
- Processing-In-Memory (PIM) Simulator☆173Updated 7 months ago
- Large Language Model (LLM) Serving Paper and Resource List☆24Updated last month
- ☆25Updated last year
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆133Updated 5 months ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆13Updated last year
- ☆113Updated last week
- The Artifact of NeoMem: Hardware/Software Co-Design for CXL-Native Memory Tiering☆53Updated 11 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆52Updated last year
- ☆143Updated last year
- Github repository of HPCA 2025 paper "UniNDP: A Unified Compilation and Simulation Tool for Near DRAM Processing Architectures"☆13Updated 7 months ago