Hsword / SpotServeView external linksLinks
SpotServe: Serving Generative Large Language Models on Preemptible Instances
☆135Feb 22, 2024Updated last year
Alternatives and similar repositories for SpotServe
Users that are interested in SpotServe are comparing it to the libraries listed below
Sorting:
- Disaggregated serving system for Large Language Models (LLMs).☆776Apr 6, 2025Updated 10 months ago
- ☆85Oct 17, 2025Updated 3 months ago
- ☆131Nov 11, 2024Updated last year
- A low-latency & high-throughput serving engine for LLMs☆470Jan 8, 2026Updated last month
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆209Sep 21, 2024Updated last year
- Efficient and easy multi-instance LLM serving☆527Sep 3, 2025Updated 5 months ago
- Serverless LLM Serving for Everyone.☆647Jan 23, 2026Updated 3 weeks ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Nov 21, 2024Updated last year
- Predict the performance of LLM inference services☆21Sep 18, 2025Updated 4 months ago
- ☆22Apr 22, 2024Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆93Jul 14, 2023Updated 2 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆238Feb 1, 2026Updated last week
- A throughput-oriented high-performance serving framework for LLMs☆945Oct 29, 2025Updated 3 months ago
- An interference-aware scheduler for fine-grained GPU sharing☆159Nov 26, 2025Updated 2 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,859Feb 7, 2026Updated last week
- ☆47Jun 27, 2024Updated last year
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆34May 6, 2024Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆55Dec 11, 2022Updated 3 years ago
- A large-scale simulation framework for LLM inference☆530Jul 25, 2025Updated 6 months ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆76Oct 15, 2025Updated 3 months ago
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- Virtual Memory Abstraction for Serverless Architectures☆49Mar 18, 2022Updated 3 years ago
- EuroSys '24: "Trinity: A Fast Compressed Multi-attribute Data Store"☆19Mar 8, 2025Updated 11 months ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Nov 24, 2022Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55May 10, 2024Updated last year
- Large Language Model (LLM) Systems Paper List☆1,818Updated this week
- paper and its code for AI System☆347Updated this week
- Personal blog + reading notes on system-ish papers☆15Oct 29, 2023Updated 2 years ago
- LLM serving cluster simulator☆135Apr 25, 2024Updated last year
- PyTorch implementation of paper "Response Length Perception and Sequence Scheduling: An LLM-Empowered LLM Inference Pipeline".☆93May 23, 2023Updated 2 years ago
- LLM Serving Performance Evaluation Harness☆83Feb 25, 2025Updated 11 months ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Jun 5, 2024Updated last year
- InfiniGen: Efficient Generative Inference of Large Language Models with Dynamic KV Cache Management (OSDI'24)☆174Jul 10, 2024Updated last year
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆36Aug 29, 2025Updated 5 months ago
- ☆323Jan 22, 2024Updated 2 years ago
- ☆34Jun 22, 2024Updated last year
- A framework for generating realistic LLM serving workloads☆100Oct 9, 2025Updated 4 months ago
- Artifacts for our SIGCOMM'22 paper Muri☆43Dec 29, 2023Updated 2 years ago