[NSDI25] AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training
☆35May 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:
- ☆17May 21, 2025Updated last year
- A minimum demo for PyTorch distributed extension functionality for collectives.☆15Jul 29, 2024Updated 2 years ago
- ☆25Feb 12, 2025Updated last year
- ☆15Oct 2, 2025Updated 10 months ago
- [ACM SIGCOMM 2024] "m3: Accurate Flow-Level Performance Estimation using Machine Learning" by Chenning Li, Arash Nasr-Esfahany, Kevin Zha…☆25Oct 2, 2024Updated last year
- 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.
- Venus Collective Communication Library, supported by SII and Infrawaves.☆151Jun 24, 2026Updated 2 months ago
- AI Cluster Observability & Troubleshooting Toolkit. Powered by SII & Infrawaves.☆38Apr 29, 2026Updated 4 months ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 6 years ago
- COCCL: Compression and precision co-aware collective communication library☆39Updated this week
- Official implementation of CrossPipe: Towards Optimal Pipeline Schedules for Cross-Datacenter Training (ATC '25), built on top of Megatro…☆17Jul 6, 2025Updated last year
- TACOS: [T]opology-[A]ware [Co]llective Algorithm [S]ynthesizer for Distributed Machine Learning☆37Jun 13, 2025Updated last year
- Sample Codes using NVSHMEM on Multi-GPU☆30Jan 22, 2023Updated 3 years ago
- ONCache: A Cache-Based Low-Overhead Container Overlay Network☆21Jun 7, 2025Updated last year
- ☆24Sep 10, 2025Updated 11 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- AI model training on heterogeneous, geo-distributed resources☆46Nov 24, 2025Updated 9 months ago
- Multipath Reliable Connection (MRC) extends InfiniBand Reliable Connection semantics so a single RDMA connection can spray traffic across…☆24Jun 8, 2026Updated 2 months ago
- STAGE: A Symbolic Tensor grAph GEnerator for distributed AI system co-design☆50Jun 27, 2026Updated 2 months ago
- UCCL is an efficient communication library for GPUs, covering collectives, P2P (e.g., KV cache transfer, RL weight transfer), and EP (e.g…☆1,500Updated this week
- ☆1,158Updated this week
- A SysY Compiler written by Java for the Compiler Technology Course in BUAA☆20Sep 18, 2023Updated 2 years ago
- ☆239Jul 2, 2026Updated last month
- these are custom recipes of nvidia nsight system post collection analysis.☆16Nov 7, 2025Updated 9 months ago
- RDMA and SHARP plugins for nccl library☆231Aug 12, 2026Updated 2 weeks ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- A Sysy Compiler Judge. By @ap0stader & @swkfk☆21Jan 12, 2025Updated last year
- Managed collective communication service☆24Sep 2, 2024Updated last year
- TraceWeaver is a research prototype for transparently tracing requests through a microservice without application instrumentation.☆23Sep 2, 2024Updated last year
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- Efficient GPU communication over multiple NICs.☆30Nov 20, 2025Updated 9 months ago
- Nex Venus Communication Library☆75Nov 17, 2025Updated 9 months ago
- ☆14Oct 23, 2023Updated 2 years ago
- A Micro-benchmarking Tool for HPC Networks☆37Sep 2, 2025Updated 11 months ago
- Simple protocol stack based on dpdk(使用dpdk搭建协议栈)☆33Apr 25, 2024Updated 2 years ago
- 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.
- htop-like TUI for real-time RDMA network monitoring.☆83Updated this week
- Explore Inter-layer Expert Affinity in MoE Model Inference☆17May 6, 2024Updated 2 years ago
- ☆67Jun 25, 2024Updated 2 years ago
- Network components (NIC, Switch) for FireBox☆19Oct 27, 2024Updated last year
- Perplexity GPU Kernels☆604Nov 7, 2025Updated 9 months ago
- GPU-accelerated LLM Training Simulator☆54Jun 26, 2025Updated last year
- Composable and Embeddable Communication Runtime for Distributed AI Services☆101Jun 5, 2026Updated 2 months ago