SymbioticLab / Fluid

Related projects ⓘ

Alternatives and complementary repositories for Fluid

• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆34Updated last year
• netx-repo / training-bottleneck
  Analyze network performance in distributed training
  ☆16Updated 4 years ago
• casys-kaist / EnvPipe
  ☆23Updated last year
• msr-fiddle / CoorDL
  ☆23Updated last year
• jasperzhong / swift
  ☆13Updated 2 years ago
• xldrx / tictac
  ☆20Updated 5 years ago
• Shigangli / Ok-Topk
  Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…
  ☆23Updated last year
• S-Lab-System-Group / HeliosData
  Helios Traces from SenseTime
  ☆48Updated 2 years ago
• msr-fiddle / DS-Analyzer
  ☆35Updated 3 years ago
• uw-mad-dash / Accordion
  Code for reproducing experiments performed for Accoridon
  ☆13Updated 3 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆82Updated last year
• HKBU-HPML / ddl-benchmarks
  ddl-benchmarks: Benchmarks for Distributed Deep Learning
  ☆37Updated 4 years ago
• llm-db / FineInfer
  Deferred Continuous Batching in Resource-Efficient Large Language Model Serving (EuroMLSys 2024)
  ☆11Updated 5 months ago
• hku-systems / naspipe
  ☆14Updated 2 years ago
• lwangbm / Metis
  Metis: Learning to Schedule Long-Running Applications in Shared Container Clusters with at Scale
  ☆17Updated 4 years ago
• suquark / hoplite
  ☆43Updated 3 years ago
• SymbioticLab / Salus
  Fine-grained GPU sharing primitives
  ☆140Updated 4 years ago
• casys-kaist / glet
  ☆41Updated last year
• zhuangwang93 / Espresso
  Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…
  ☆15Updated last year
• kzhang28 / Optimus
  An Efficient Dynamic Resource Scheduler for Deep Learning Clusters
  ☆41Updated 7 years ago
• SymbioticLab / Tiresias
  Tiresias is a GPU cluster manager for distributed deep learning training.
  ☆149Updated 4 years ago
• tbd-ai / tbd-suite
  ☆47Updated last year
• SymbioticLab / Sol
  A Federated Execution Engine for Fast Distributed Computation Over Slow Networks
  ☆26Updated 3 years ago
• UofT-EcoSystem / hfta
  Boost hardware utilization for ML training workloads via Inter-model Horizontal Fusion
  ☆32Updated 6 months ago
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆33Updated 2 years ago
• msr-fiddle / CheckFreq
  ☆51Updated 3 years ago
• netx-repo / PipeSwitch
  PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications
  ☆124Updated 2 years ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆47Updated last year
• anandj91 / p3
  ☆21Updated last year
• byteps / examples
  BytePS examples (Vision, NLP, GAN, etc)
  ☆19Updated last year