Innovations for Intelligent Edge

V. Ilderem, S. Pellerano, J. Tschanz, T. Karnik, Vivek De
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Abstract

Massive amounts of data will continue to be generated when everything becomes intelligent and connected, and where data-driven decision making becomes a necessity. Data sources are also becoming increasingly distributed and mobile. These trends have resulted in the rise of the Intelligent Edge, where compute is brought closer to the data source to address scale and latency requirements. The opportunity is to leverage the emerging confluence of compute, communication, and AI at the Edge to wisely partition complex workloads between Edge and Cloud, and to transform the way human and machines interact with the world. Consequently, industry and academia need to innovate faster than ever in key technologies to keep up with this rapidly evolving market. This keynote will cover the required technology innovations and challenges in both 1) monolithic/heterogeneous integration on the technology side, as well as (2) design and architecture on the circuits/systems side, spanning both compute and connectivity domains for a digitized world where everything can be made intelligent and connected.
智能边缘的创新
当一切都变得智能和互联时,大量的数据将继续产生,数据驱动的决策将成为必要。数据源也变得越来越分散和移动。这些趋势导致了智能边缘的兴起,其中计算更接近数据源,以解决规模和延迟需求。机会在于利用边缘计算、通信和人工智能的新兴融合,在边缘和云之间明智地划分复杂的工作负载,并改变人类和机器与世界互动的方式。因此,工业界和学术界需要在关键技术方面比以往任何时候都更快地创新,以跟上这个快速发展的市场。本次主题演讲将涵盖所需的技术创新和挑战,1)技术方面的单片/异构集成,以及(2)电路/系统方面的设计和架构,跨越计算和连接领域的数字化世界,一切都可以实现智能和连接。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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