gajagajago / deepshareLinks
Network Contention-Aware Cluster Scheduling with Reinforcement Learning (IEEE ICPADS 2023)
☆16Updated 7 months ago
Alternatives and similar repositories for deepshare
Users that are interested in deepshare are comparing it to the libraries listed below
Sorting:
- ☆100Updated last year
- ☆12Updated last month
- ☆25Updated 2 years ago
- [ACM EuroSys '23] Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access☆56Updated last year
- Official Github repository for the SIGCOMM '24 paper "Accelerating Model Training in Multi-cluster Environments with Consumer-grade GPUs"☆70Updated 10 months ago
- Know Your Enemy To Save Cloud Energy: Energy-Performance Characterization of Machine Learning Serving (HPCA '23)☆13Updated 5 months ago
- "JABAS: Joint Adaptive Batching and Automatic Scaling for DNN Training on Heterogeneous GPUs" (EuroSys '25)☆13Updated last month
- ☆68Updated last week
- ☆24Updated 6 years ago
- ☆46Updated 8 months ago
- ☆25Updated last year
- ☆53Updated 6 months ago
- ☆49Updated 5 months ago
- LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale☆117Updated this week
- ☆17Updated last year
- Welcome to PeriFlow CLI ☁︎☆12Updated last year
- PyTorch CoreSIG☆55Updated 5 months ago
- FastFlow is a system that automatically detects CPU bottlenecks in deep learning training pipelines and resolves the bottlenecks with dat…☆27Updated 2 years ago
- ☆43Updated 11 months ago
- Helios Traces from SenseTime☆55Updated 2 years ago
- ☆50Updated 2 years ago
- ☆25Updated 3 months ago
- BATCH: Adaptive Batching for Efficient MachineLearning Serving on Serverless Platforms☆9Updated 3 years ago
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Updated 4 years ago
- ☆15Updated 3 years ago
- Multi-Instance-GPU profiling tool☆58Updated 2 years ago
- Proteus: A High-Throughput Inference-Serving System with Accuracy Scaling☆12Updated last year
- LaLaRAND: Flexible Layer-by-Layer CPU/GPU Scheduling for Real-Time DNN Tasks☆14Updated 3 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆154Updated 5 years ago
- zTT: Learning-based DVFS with Zero Thermal Throttling for Mobile Devices [MobiSys'21] - Artifact Evaluation☆25Updated 4 years ago