
数据中心能耗预计在三年内翻倍,如何利用端侧人工智能降低能源需求?
数据中心耗电量巨大,预计其能耗将在2024年至2027年间翻倍。相较于在云数据中心处理人工智能,在终端设备上处理人工智能可使单次任务能耗降低99%至99.9%。能源信用交易系统可以激励企业采用更节能的AI。
CEO Lokwon Kim is the visionary founder of DEEPX, a leading semiconductor company revolutionizing the industry with its cutting-edge technologies. Driven by a passion for pushing boundaries, Kim’s goal is to see his company’s low-power, high-performance AI chip technology integrated into edge devices.
With a distinguished background in system semiconductors, Kim has held pivotal positions at global giants like Broadcom, IBM, and Cisco Systems. His key role in application processor design at Apple provided invaluable experience in the mass production of Application Processors (AP), including AI processors.
With a Ph.D. from UCLA and a portfolio of publications in over 100 patents and 14 journal papers published in the Institute of Electrical and Electronics Engineers (IEEE) and Association for Computing Machinery (ACM) journals, Kim’s expertise in system semiconductors is widely recognized.
数据中心耗电量巨大,预计其能耗将在2024年至2027年间翻倍。相较于在云数据中心处理人工智能,在终端设备上处理人工智能可使单次任务能耗降低99%至99.9%。能源信用交易系统可以激励企业采用更节能的AI。
AI is transforming industries while driving up energy demand – on-device AI and an energy credit trading system can combine to ensure a sustainable future.