Learn about innovative on-device AI-based power saving technology in this 19-minute conference talk from SK TECH SUMMIT 2023. Explore how SK Telecom addresses smartphone battery limitations through AI implementation, as battery capacity and new material applications have stagnated while power consumption continues to rise across device components. Discover how lightweight AI analyzes data patterns and predicts future data generation to optimize connection states between devices and base stations from a power consumption perspective. Join SK Telecom's Jung-min Moon, an expert in wireless communications and LTE/5G research, as he shares insights from two years of R&D and international collaboration aimed at enhancing smartphone user experience through advanced power management solutions. The presentation details the development of systems that process billions of daily data points in commercial networks and explores the potential of applying new technologies like AI in mobile devices to improve performance and user satisfaction.
Overview
Syllabus
[SK TECH SUMMIT 2023] 고객의 스마트폰 배터리, 앞선 AI 기술로 우리가 지킨다: On-device AI 기반 Power Saving 기술 소개
Taught by
SK AI SUMMIT 2024