msr-fiddle / DS-Analyzer
☆35Updated 4 years ago
Alternatives and similar repositories for DS-Analyzer:
Users that are interested in DS-Analyzer are comparing it to the libraries listed below
- ☆23Updated last year
- ☆53Updated 4 years ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆31Updated last year
- ☆44Updated last month
- ☆37Updated 3 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 9 months ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆48Updated 2 years ago
- ☆24Updated last year
- ☆23Updated 2 years ago
- Fast and Efficient Model Serving Using Multi-GPUs with Direct-Host-Access (ACM EuroSys '23)☆55Updated 10 months ago
- FTPipe and related pipeline model parallelism research.☆41Updated last year
- ☆48Updated 2 years ago
- ☆14Updated 2 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆40Updated 2 years ago
- ☆16Updated 2 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆53Updated 5 months ago
- ☆31Updated 8 months ago
- Fine-grained GPU sharing primitives☆141Updated 4 years ago
- Lucid: A Non-Intrusive, Scalable and Interpretable Scheduler for Deep Learning Training Jobs☆52Updated last year
- SOTA Learning-augmented Systems☆34Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆59Updated 2 years ago
- Helios Traces from SenseTime☆53Updated 2 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆122Updated 2 weeks ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆126Updated 6 months ago
- Multi-Instance-GPU profiling tool☆56Updated last year
- ☆23Updated last year
- Stateful LLM Serving☆46Updated 6 months ago
- ☆43Updated 3 years ago
- ☆14Updated 3 years ago