ruipeterpan / cs759-sp21
CS/ECE/ME/EP 759 (High Performance Computing for Engineering Applications) Course Project: Cautiously Aggressive GPU Space Sharing to Improve Resource Utilization and Job Efficiency
☆8Updated 3 years ago
Alternatives and similar repositories for cs759-sp21
Users that are interested in cs759-sp21 are comparing it to the libraries listed below
Sorting:
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆43Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆34Updated 2 years ago
- Personal blog + reading notes on system-ish papers☆15Updated last year
- SOTA Learning-augmented Systems☆36Updated 2 years ago
- ☆24Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆50Updated 2 years ago
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆42Updated 2 years ago
- Artifact for "Apparate: Rethinking Early Exits to Tame Latency-Throughput Tensions in ML Serving" [SOSP '24]☆24Updated 5 months ago
- SHADE: Enable Fundamental Cacheability for Distributed Deep Learning Training☆32Updated 2 years ago
- ☆49Updated 2 years ago
- ☆53Updated 4 years ago
- Multi-Instance-GPU profiling tool☆57Updated 2 years ago
- Model-less Inference Serving☆88Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆51Updated last year
- Analyze network performance in distributed training☆18Updated 4 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆126Updated 3 years ago
- Website for Artifact Evaluation at EuroSys, SOSP, OSDI, ATC☆43Updated last week
- Medusa: Accelerating Serverless LLM Inference with Materialization [ASPLOS'25]☆22Updated this week
- ☆24Updated last year
- ☆19Updated 3 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆52Updated 8 months ago
- ☆16Updated last year
- ☆23Updated 2 years ago
- Open-source implementation for "Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow"☆40Updated 5 months ago
- Source code for the paper: "A Latency-Predictable Multi-Dimensional Optimization Framework forDNN-driven Autonomous Systems"☆22Updated 4 years ago
- ☆30Updated last year
- Code for reproducing experiments performed for Accoridon☆13Updated 3 years ago
- Ultra | Ultimate | Unified CCL☆66Updated 3 months ago
- LLM serving cluster simulator☆99Updated last year
- ☆35Updated 4 years ago