Alternatives and similar repositories for Hydro

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

• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆35Updated 2 years ago
• S-Lab-System-Group / ChronusArtifact
  ☆21Updated 3 years ago
• msr-fiddle / blox
  ☆44Updated 11 months ago
• uclasystem / bamboo
  Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.
  ☆50Updated 2 years ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆52Updated last year
• S-Lab-System-Group / HeliosArtifact
  HeliosArtifact
  ☆20Updated 2 years ago
• alpa-projects / mms
  AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)
  ☆81Updated last year
• msr-fiddle / synergy
  ☆50Updated 2 years ago
• James-QiuHaoran / LLM-serving-with-proxy-models
  Efficient Interactive LLM Serving with Proxy Model-based Sequence Length Prediction | A tiny BERT model can tell you the verbosity of an …
  ☆35Updated last year
• S-Lab-System-Group / Lucid
  Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs
  ☆54Updated 2 years ago
• pengyanghua / optimus
  A Deep Learning Cluster Scheduler
  ☆38Updated 4 years ago
• SymbioticLab / Oobleck
  A resilient distributed training framework
  ☆95Updated last year
• kungfu-team / tenplex
  Dynamic resources changes for multi-dimensional parallelism training
  ☆25Updated 7 months ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆49Updated 7 months ago
• Relaxed-System-Lab / HexGen
  [ICML 2024] Serving LLMs on heterogeneous decentralized clusters.
  ☆26Updated last year
• gudiandian / ElasticFlow
  ☆16Updated last year
• casys-kaist / EnvPipe
  ☆25Updated last year
• JF-D / Parcae
  ☆18Updated last year
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆36Updated 3 years ago
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 7 months ago
• HPMLL / BurstGPT
  A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems
  ☆177Updated 8 months ago
• Raphael-Hao / Abacus
  ☆37Updated 3 years ago
• SJTU-IPADS / disb
  DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.
  ☆52Updated 10 months ago
• siasosp23 / artifacts
  ☆18Updated last year
• S-Lab-System-Group / HeliosData
  Helios Traces from SenseTime
  ☆56Updated 2 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆42Updated last year
• jasperzhong / swift
  ☆14Updated 3 years ago
• joapolarbear / dpro
  Analysis for the traces from byteprofile
  ☆31Updated last year
• geoffxy / habitat
  🔮 Execution time predictions for deep neural network training iterations across different GPUs.
  ☆62Updated 2 years ago
• TankLabTJU / INFless
  The source code of INFless，a native serverless platform for AI inference.
  ☆38Updated 2 years ago