CoreWatch AI-Driven CPU/GPU Performance Analyzer
CoreWatch AI-Driven CPU/GPU Performance Analyzer
Karan N
Department of Computer Science and Engineering PES University Bangalore, Karnataka
Nimay N
Department of Computer Science and Engineering PES University Bangalore,Karnataka, India
Jeevanandan
Department of Computer Science and Engineering PES University Bangalore, Karnataka
Puneeth MS
Department of Computer Science and Engineering PES University Bangalore, Karnataka
Divyaprabha KN
Department of Computer Science and Engineering PES University Bangalore, Karnataka
Publication Information
Journal Title: International Journal Of latest Technology In Engineering, Management & Applied Science (IJLTEMAS)
Author(s):Karan N;Nimay N;Jeevanandan;Puneeth MS;Divyaprabha KN
Published On: 04/21/2026
Volume: 15
Issue: 1
First Page: 1074
Last Page: 1083
ISSN: 2278-2540
Cite this Article Karan N;Nimay N;Jeevanandan;Puneeth MS;Divyaprabha KN
; CoreWatch AI-Driven CPU/GPU Performance Analyzer, Volume 15 Issue 1,International Journal Of latest Technology In Engineering, Management & Applied Science (IJLTEMAS), 1074-1083, Published on 04/21/2026, Available at https://www.ijltemas.in/submission/online/article/view/4004
Abstract
CoreWatch is a lightweight, cross-platform monitoring system designed to provide real-time insights into CPU, GPU, memory, disk, and network performance. It uses Flask with Socket IO for low-latency metric streaming and integrates psutil and NVIDIA-SMI for accurate data collection. The dashboard employs Chart.js for smooth, interactive visualizations. An LSTM-based prediction module enhances monitoring by forecasting short-term CPU and GPU trends. CoreWatch maintains under 3% system overhead, ensuring efficient performance without additional load. Testing confirms stable responsiveness across Windows, Linux, and macOS. The system focuses on accessibility, minimal setup, and clear visual analysis. Future extensions include historical logging, improved AI models, and remote monitoring capabilities.
Keywords: CoreWatch, AI-Driven ,CPU/GPU ,Performance, Analyzer