stanford-mast / INFaaSLinks
Model-less Inference Serving
☆92Updated 2 years ago
Alternatives and similar repositories for INFaaS
Users that are interested in INFaaS are comparing it to the libraries listed below
Sorting:
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 3 years ago
- Fine-grained GPU sharing primitives☆147Updated 4 months ago
- ☆83Updated 6 months ago
- ☆38Updated 5 months ago
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆92Updated 2 years ago
- Multi-Instance-GPU profiling tool☆58Updated 2 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆164Updated 5 years ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆134Updated last year
- Artifacts for our ASPLOS'23 paper ElasticFlow☆55Updated last year
- 🔮 Execution time predictions for deep neural network training iterations across different GPUs.☆63Updated 3 years ago
- ☆53Updated 11 months ago
- ☆51Updated 3 years ago
- DISB is a new DNN inference serving benchmark with diverse workloads and models, as well as real-world traces.☆57Updated last year
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Updated last year
- ☆38Updated 4 years ago
- SOTA Learning-augmented Systems☆37Updated 3 years ago
- ☆56Updated 4 years ago
- SpotServe: Serving Generative Large Language Models on Preemptible Instances☆133Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Updated 8 years ago
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆54Updated 3 years ago
- An interference-aware scheduler for fine-grained GPU sharing☆154Updated 3 weeks ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Updated 3 years ago
- Paella: Low-latency Model Serving with Virtualized GPU Scheduling☆66Updated last year
- A GPU-accelerated DNN inference serving system that supports instant kernel preemption and biased concurrent execution in GPU scheduling.☆44Updated 3 years ago
- Helios Traces from SenseTime☆62Updated 3 years ago
- REEF is a GPU-accelerated DNN inference serving system that enables instant kernel preemption and biased concurrent execution in GPU sche…☆102Updated 2 years ago
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆35Updated 2 years ago
- ☆198Updated 6 years ago
- A ChatGPT(GPT-3.5) & GPT-4 Workload Trace to Optimize LLM Serving Systems☆224Updated 4 months ago
- An Efficient Pipelined Data Parallel Approach for Training Large Model☆76Updated 5 years ago