Scale AI Applications to the Data Center and Cloud with NVIDIA Nsight Systems
NVIDIA2024-03-18
NVIDIA
1K views|5 months ago
💫 Short Summary
Insight Systems is adapting to the challenges of AI applications by providing features for microservices, GPU utilization, and networking. They now offer multi-node heat maps, enhanced profiling for Kubernetes and Docker, and remote viewing of reports. This evolution supports building applications in the modern landscape of computing.
✨ Highlights
📊 Transcript
✦
Evolution of Insight Systems in AI Applications Scaling.
01:07New features introduced to assist application developers with microservices, including recipes for GPU utilization, Cuda kernel time, and networking communications.
Multi-node heat maps now generated to show congestion and throughput, with enhanced profiling support for container systems such as Kubernetes and Docker.
Remote gooey streaming containers enable remote viewing of reports, with integration with Jupyter Lab expanding further.
Insight systems evolving to support building applications in the new landscape of computing, focusing on GPU acceleration and AI scaling.
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