edge-video-services / ekya
Source code and datasets for Ekya, a system for continuous learning on the edge.
☆101Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for ekya
- Adaptive Model Streaming for real-time video inference on edge devices☆41Updated 3 years ago
- ☆45Updated last year
- ☆55Updated 2 years ago
- Server-driven Video Streaming for Deep Learning Inference☆84Updated 2 years ago
- ☆19Updated 9 months ago
- FilterForward: Scaling Video Analytics on Constrained Edge Nodes☆28Updated 4 years ago
- ☆27Updated last year
- Source code for Jellyfish, a soft real-time inference serving system☆12Updated last year
- ☆188Updated 9 months ago
- ☆20Updated last year
- This is a list of awesome edgeAI inference related papers.☆88Updated 10 months ago
- A Distributed Camera System for Inference Scheduling and Continuous Learning in Video Analytics☆14Updated last year
- InFi is a library for building input filters for resource-efficient inference.☆37Updated last year
- A Cluster-Wide Model Manager to Accelerate DNN Training via Automated Training Warmup☆33Updated last year
- (ICPP '20) ShadowTutor: Distributed Partial Distillation for Mobile Video DNN Inference☆12Updated 4 years ago
- Deep Compressive Offloading: Speeding Up Neural Network Inference by Trading Edge Computation for Network Latency☆25Updated 3 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆80Updated 4 years ago
- Official code repository for "CoVA: Exploiting Compressed-Domain Analysis to Accelerate Video Analytics [USENIX ATC 22]"☆16Updated last month
- 云边协同- collaborative inference📚Dynamic adaptive DNN surgery for inference acceleration on the edge☆30Updated last year
- A curated list of early exiting (LLM, CV, NLP, etc)☆28Updated 2 months ago
- ☆11Updated 5 years ago
- A Portable C Library for Distributed CNN Inference on IoT Edge Clusters☆25Updated 3 years ago
- Adaptive Wide-Area Streaming Analytics☆30Updated 5 years ago
- ☆94Updated 9 months ago
- Model-less Inference Serving☆82Updated last year
- a deep learning-driven scheduler for elastic training in deep learning clusters☆27Updated 3 years ago
- ☆17Updated 5 years ago
- ☆16Updated last year
- ☆10Updated 4 years ago
- ☆13Updated last year