Visual Studio Magazine

Microsoft Ships Production-Ready Agent Framework 1.0 for .NET and Python

Microsoft has released version 1.0 of its open-source Agent Framework, positioning it as the production-ready evolution of the project introduced in October 2025 by combining Semantic Kernel ...
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, ...
GitHub

GitHub - AbhijithP96/yolo-inference-benchmark: PyTorch vs ONNX Runtime vs TensorRT with Real-Time Webcam Inference · GitHub

For real-time applications, P99 matters as much as mean FPS. ONNX Runtime has the tightest max latency (13.40ms) --> its graph optimizer eliminates the dynamic dispatch overhead that causes PyTorch ...
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 ...