SDxCentral

Google wants 'revolutionary' network engineer to boost switch infrastructure

Google is on the lookout for a senior software engineer to "revolutionize" its networking switch infrastructure. A job ...
GitHub

dsflash_comprehensive_panoptic_scene_graph_generation_in_realtime.md

提出 DSFlash，一个低延迟全景场景图生成模型，通过统一 backbone、双向关系预测和 mask 动态剪枝等设计，在 RTX 3090 上实现 56 FPS ...
GitHub

PyTorch vs ONNX Runtime vs TensorRT with Real-Time Webcam Inference

TensorRT is 1.84× faster than PyTorch at the same accuracy --> 190 FPS vs 103 FPS on a laptop GPU. PyTorch has the worst P99 latency (22.53ms)--> more than 2× its median. For real-time applications, ...
IEEE

STMGCN: A Spatiotemporal Multi-Graph Convolutional Networks for Real-Time Intelligent Transportation Traffic Flow Prediction

Abstract: The Internet of Things (IoT) and artificial intelligence (AI) are essential for intelligent transportation systems (ITS) because they allow for real-time decision-making, predictive ...
IEEE

Real-Time Adaptive Workflow Scheduling With Graph Learning and Transformer-Driven Reinforcement in Heterogeneous Clouds

Abstract: Scheduling workflows with complex dependencies under dynamic resource availability in heterogeneous clouds remains highly challenging. Static and heuristic methods often fail to adapt to ...