[NSDI25] AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training
☆37May 2, 2025Updated last year
Alternatives and similar repositories for autoccl
Users that are interested in autoccl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- COCCL: Compression and precision co-aware collective communication library☆40Sep 21, 2026Updated last month
- ☆18May 21, 2025Updated last year
- Venus Collective Communication Library, supported by SII and Infrawaves.☆152Sep 3, 2026Updated last month
- [TBD] "m4: A Learned Flow-level Network Simulator" by Chenning Li, Anton A. Zabreyko, Om Chabra, Arash Nasr-Esfahany, Kevin Zhao, Pratees…☆22Jun 19, 2026Updated 4 months ago
- Sample Codes using NVSHMEM on Multi-GPU☆30Jan 22, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆14Aug 6, 2025Updated last year
- ☆13Jun 4, 2025Updated last year
- ☆25Feb 12, 2025Updated last year
- A minimum demo for PyTorch distributed extension functionality for collectives.☆15Jul 29, 2024Updated 2 years ago
- ☆15Oct 2, 2025Updated last year
- Managed collective communication service☆24Sep 2, 2024Updated 2 years ago
- [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…☆26Oct 2, 2024Updated 2 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 6 years ago
- AI Cluster Observability & Troubleshooting Toolkit. Powered by SII & Infrawaves.☆40Apr 29, 2026Updated 6 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆13Jul 31, 2025Updated last year
- Official implementation of CrossPipe: Towards Optimal Pipeline Schedules for Cross-Datacenter Training (ATC '25), built on top of Megatro…☆17Jul 6, 2025Updated last year
- ☆67Jun 25, 2024Updated 2 years ago
- Microsoft Collective Communication Library☆400Aug 25, 2026Updated 2 months ago
- A verification tool for ensuring parallelization equivalence in distributed model training.☆14Sep 17, 2025Updated last year
- Demo for testing dynamically load the libos module.☆10Nov 8, 2023Updated 2 years ago
- The source code of INFless,a native serverless platform for AI inference.☆10Oct 10, 2022Updated 4 years ago
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆38Jun 13, 2025Updated last year
- ONCache: A Cache-Based Low-Overhead Container Overlay Network☆24Jun 7, 2025Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆11Feb 7, 2025Updated last year
- NCCL Profiling Kit☆156Jul 1, 2024Updated 2 years ago
- TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches☆87Jul 25, 2023Updated 3 years ago
- ☆57Aug 27, 2024Updated 2 years ago
- ☆24Sep 10, 2025Updated last year
- ☆24Sep 29, 2026Updated last month
- Expressive, Easy to Build, and High-Performance Application Networks☆20Jul 1, 2025Updated last year
- λFS: an elastic, high-performance, serverless-function-based metadata service for large-scale distributed file systems (ACM ASPLOS'23)☆15Apr 2, 2025Updated last year
- AI model training on heterogeneous, geo-distributed resources☆47Nov 24, 2025Updated 11 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- STAGE: A Symbolic Tensor grAph GEnerator for distributed AI system co-design☆54Jun 27, 2026Updated 4 months ago
- This is the repository for Direct Telemetry Access, a high-speed network telemetry collection system.☆27Apr 6, 2025Updated last year
- [NSDI 2023] TopoOpt: Optimizing the Network Topology for Distributed DNN Training☆44Sep 10, 2024Updated 2 years ago
- ☆1,222Sep 20, 2026Updated last month
- CRIU based GPU workload migration in Kubernetes☆23Apr 22, 2025Updated last year
- [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.☆37May 6, 2024Updated 2 years ago
- ATLAHS: An Application-centric Network Simulator Toolchain for AI, HPC, and Distributed Storage☆104May 12, 2026Updated 5 months ago