A novel clustering-based compression work connected to cloud database is proposed.
3D histogram CHNN and regionalization achieve better clustering accuracy.
Modified BTC analyzes clustering regions with different compression rates.
The system is adaptive, suitable for telemedicine and long-term care applications.