SpotServe: Serving Generative Large Language Models on Preemptible Instances
☆139Feb 22, 2024Updated 2 years ago
Alternatives and similar repositories for SpotServe
Users that are interested in SpotServe are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆137Nov 11, 2024Updated last year
- ☆22Apr 22, 2024Updated 2 years ago
- Predict the performance of LLM inference services☆23Sep 18, 2025Updated last year
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆25Nov 21, 2024Updated last year
- Disaggregated serving system for Large Language Models (LLMs).☆846Apr 6, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Efficient and easy multi-instance LLM serving☆560Mar 12, 2026Updated 7 months ago
- A low-latency & high-throughput serving engine for LLMs☆535Jan 8, 2026Updated 9 months ago
- Serverless LLM Serving for Everyone.☆718Sep 4, 2026Updated 2 months ago
- ☆92Oct 17, 2025Updated last year
- ☆49Jun 27, 2024Updated 2 years ago
- Releasing the spot availability traces used in "Can't Be Late" paper.☆27Mar 31, 2024Updated 2 years ago
- [OSDI'24] Serving LLM-based Applications Efficiently with Semantic Variable☆228Oct 14, 2026Updated 2 weeks ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆292Jun 30, 2026Updated 4 months ago
- A throughput-oriented high-performance serving framework for LLMs☆976Mar 29, 2026Updated 7 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- An Attention Superoptimizer☆22Jan 20, 2025Updated 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
- ☆10Jul 23, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,903Updated this week
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆94Jul 14, 2023Updated 3 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆165Nov 26, 2025Updated 11 months ago
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆37May 6, 2024Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆58Aug 21, 2024Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆56May 10, 2024Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Accurate, large-scale, and extensible simulator for LLM inference Systems☆719Aug 24, 2026Updated 2 months ago
- [ICLR 2025] TidalDecode: A Fast and Accurate LLM Decoding with Position Persistent Sparse Attention☆57Aug 6, 2025Updated last year
- Stateful LLM Serving☆110Mar 11, 2025Updated last year
- ☆336Jan 22, 2024Updated 2 years ago
- LLM Serving Performance Evaluation Harness☆86Feb 25, 2025Updated last year
- ☆13Feb 11, 2025Updated last year
- ☆174Oct 9, 2024Updated 2 years ago
- LLM serving cluster simulator☆169Apr 25, 2024Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆98Oct 15, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆66Jun 5, 2024Updated 2 years ago
- paper and its code for AI System☆381May 14, 2026Updated 5 months ago
- Prism: Revealing Hidden Functional Clusters from Massive Instances in Cloud Systems [ASE'2023]☆10Jan 10, 2024Updated 2 years ago
- Virtual Memory Abstraction for Serverless Architectures☆49Mar 18, 2022Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆47Nov 24, 2022Updated 3 years ago
- Dynamic Memory Management for Serving LLMs without PagedAttention☆526Aug 24, 2026Updated 2 months ago
- ☆648Jan 14, 2026Updated 9 months ago