Alternatives and similar repositories for Melon

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

• Kyrie-Zhao / awesome-real-time-AI
  This is a list of awesome edgeAI inference related papers.
  ☆98Updated last year
• S-Lab-System-Group / Awesome-ML-for-System
  SOTA Learning-augmented Systems
  ☆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.
  ☆54Updated last year
• UbiquitousLearning / Paper-list-resource-efficient-large-language-model
  ☆100Updated last year
• SymbioticLab / ModelKeeper
  A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup
  ☆35Updated 2 years ago
• Soroosh129 / NeuOS
  Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"
  ☆22Updated 4 years ago
• casys-kaist / EnvPipe
  ☆25Updated 2 years ago
• Raphael-Hao / Abacus
  ☆37Updated 2 months ago
• csu-eis / CoDL
  ☆78Updated 2 years ago
• sjtu-epcc / DVABatch
  ☆20Updated 3 years ago
• Rivendile / Muri
  Artifacts for our SIGCOMM'22 paper Muri
  ☆43Updated last year
• gudiandian / ElasticFlow
  ☆16Updated last year
• S-Lab-System-Group / Primo
  Primo: Practical Learning-Augmented Systems with Interpretable Models
  ☆19Updated 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.
  ☆43Updated 3 years ago
• pkusys / ElasticFlow
  Artifacts for our ASPLOS'23 paper ElasticFlow
  ☆52Updated last year
• dywsjtu / apparate
  Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]
  ☆25Updated 10 months ago
• hku-systems / naspipe
  ☆14Updated 3 years ago
• HuaizhengZhang / MIGProfiler
  Multi-Instance-GPU profiling tool
  ☆59Updated 2 years ago
• uw-mad-dash / shockwave
  Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]
  ☆45Updated 2 years ago
• bytedance / QSync
  Official resporitory for "IPDPS' 24 QSync: Quantization-Minimized Synchronous Distributed Training Across Hybrid Devices".
  ☆20Updated last year
• mutinifni / splitwise-sim
  LLM serving cluster simulator
  ☆114Updated last year
• msr-fiddle / synergy
  ☆51Updated 2 years ago
• jasperzhong / swift
  ☆15Updated 3 years ago
• stanford-mast / INFaaS
  Model-less Inference Serving
  ☆92Updated last year
• ParCIS / 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…
  ☆26Updated 2 years ago
• Thesys-lab / Helix-ASPLOS25
  Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"
  ☆64Updated 9 months ago
• msr-fiddle / dnn-partitioning
  ☆40Updated 4 years ago
• humuyan / Korch
  ASPLOS'24: Optimal Kernel Orchestration for Tensor Programs with Korch
  ☆38Updated 5 months ago
• UMass-LIDS / Proteus
  Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling
  ☆13Updated last year
• romilbhardwaj / cilantro
  Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"
  ☆40Updated 2 years ago