HKUST-SING / herald
Herald: Accelerating Neural Recommendation Training with Embedding Scheduling (NSDI 2024)
☆19Updated 8 months ago
Alternatives and similar repositories for herald:
Users that are interested in herald are comparing it to the libraries listed below
- ☆48Updated 2 years ago
- Artifacts for our SIGCOMM'22 paper Muri☆41Updated last year
- Helios Traces from SenseTime☆53Updated 2 years ago
- ☆35Updated 6 months ago
- ☆44Updated 3 weeks ago
- Analyze network performance in distributed training☆17Updated 4 years ago
- ☆43Updated 3 years ago
- A Deep Learning Cluster Scheduler☆37Updated 4 years ago
- ☆23Updated last year
- FGNN's artifact evaluation (EuroSys 2022)☆17Updated 2 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127Updated 2 years ago
- ☆20Updated 3 years ago
- ☆37Updated 3 years ago
- Set of datasets for the deep learning recommendation model (DLRM).☆41Updated 2 years ago
- Artifacts for our ASPLOS'23 paper ElasticFlow☆53Updated 8 months ago
- ☆39Updated 6 months ago
- ☆16Updated 7 months ago
- Dorylus: Affordable, Scalable, and Accurate GNN Training☆77Updated 3 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆151Updated 4 years ago
- A Factored System for Sample-based GNN Training over GPUs☆42Updated last year
- Cupcake: A Compression Scheduler for Scalable Communication-Efficient Distributed Training (MLSys '23)☆9Updated last year
- Source code for OSDI 2023 paper titled "Cilantro - Performance-Aware Resource Allocation for General Objectives via Online Feedback"☆38Updated last year
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆42Updated 7 years ago
- ☆30Updated 11 months ago
- Model-less Inference Serving☆83Updated last year
- Bamboo is a system for running large pipeline-parallel DNNs affordably, reliably, and efficiently using spot instances.☆48Updated 2 years ago
- ☆69Updated last year
- BytePS examples (Vision, NLP, GAN, etc)☆19Updated 2 years ago
- A Hybrid Framework to Build High-performance Adaptive Neural Networks for Kernel Datapath☆26Updated last year
- AlpaServe: Statistical Multiplexing with Model Parallelism for Deep Learning Serving (OSDI 23)☆80Updated last year