Nexus: a GPU cluster engine for accelerating DNN-based video analysis.
Haichen ShenLequn ChenYuchen JinLiangyu ZhaoBingyu KongMatthai PhiliposeArvind KrishnamurthyRavi SundaramPublished in: SOSP (2019)
Keyphrases
- video analysis
- video data
- video processing
- event detection
- video segmentation
- event recognition
- video content analysis
- video indexing
- video analytics
- compressed domain
- real time
- clustering algorithm
- video annotation
- semantic concepts
- object detection and tracking
- text detection
- image analysis and pattern recognition
- sports video
- shot boundary detection
- video database
- video retrieval
- soccer video
- video streams
- data points
- active learning
- multimedia
- databases