Alternatives and similar repositories for ForestColl

Users that are interested in ForestColl are comparing it to the libraries listed below

• thustorage / Medusa
  Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]
  ☆40Updated 7 months ago
• pie-project / pie
  Pie: Programmable LLM Serving
  ☆83Updated this week
• alibaba-edu / qwen-bailian-usagetraces-anon
  ☆70Updated 2 months ago
• axio-project / FuseLink
  Efficient GPU communication over multiple NICs.
  ☆21Updated last month
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆75Updated 2 months ago
• microsoft / taccl
  TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
  ☆79Updated 2 years ago
• H-Huang / torch_collective_extension
  A minimum demo for PyTorch distributed extension functionality for collectives.
  ☆15Updated last year
• suquark / hoplite
  ☆44Updated 4 years ago
• gudiandian / ElasticFlow
  ☆16Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated last year
• SJTU-IPADS / reef-artifacts
  A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.
  ☆44Updated 3 years ago
• jasperzhong / swift
  ☆15Updated 3 years ago
• SJTU-IPADS / reef
  REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…
  ☆104Updated 3 years ago
• alibaba / llm-scheduling-artifact
  Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“
  ☆64Updated last year
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆46Updated 3 years ago
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆37Updated 3 years ago
• csl-iisc / GPM-ASPLOS22
  ☆36Updated last year
• NEO-MLSys25 / NEO
  NEO is a LLM inference engine built to save the GPU memory crisis by CPU offloading
  ☆77Updated 6 months ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆55Updated 3 years ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆92Updated 2 years ago
• yuyangJin / PerFlow-AI
  PerFlow-AI is a programmable performance analysis, modeling, prediction tool for AI system.
  ☆28Updated 3 weeks ago
• msr-fiddle / CheckFreq
  ☆56Updated 4 years ago
• google / iopddl
  Supplemental materials for The ASPLOS 2025 / EuroSys 2025 Contest on Intra-Operator Parallelism for Distributed Deep Learning
  ☆24Updated 7 months ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆57Updated last year
• Raphael-Hao / brainstorm
  Compiler for Dynamic Neural Networks
  ☆46Updated 2 years ago
• alibaba / ServeGen
  A framework for generating realistic LLM serving workloads
  ☆94Updated 3 months ago
• mcrl / tccl
  Thunder Research Group's Collective Communication Library
  ☆46Updated 6 months ago
• utnslab / Medes
  Deduplication over dis-aggregated memory for Serverless Computing
  ☆14Updated 3 years ago
• Hsword / Awesome-Machine-Learning-System-Papers
  ☆79Updated 3 years ago
• casys-kaist / EnvPipe
  ☆25Updated 2 years ago