We propose a unified architecture for next generation cognitive, low cost, mobile internet. The end user platform is able to scale as per the application and network requirements. It takes computing out of the data center and into end user platform. Internet enables open standards, accessible computing and applications programmability on a commodity platform. The architecture is a super-set to present day infrastructure web computing. The Java virtual machine (JVM) derives from the stack architecture. Applications can be developed and deployed on a multitude of host platforms. O(1) <-> O(N). Computing and the internet today are more accessible and available to the larger community. Machine learning has made extensive advances with the availability of modern computing. It is used widely in NLP, Computer Vision, Deep learning and AI. A prototype device for mobile could contain N compute and N MB of memory.
翻译:我们提出了一种面向下一代认知型、低成本、移动互联网的统一架构。该终端用户平台能够根据应用和网络需求进行弹性扩展。它将计算从数据中心转移至终端用户平台。互联网在通用平台上实现了开放标准、可访问的计算能力以及应用程序的可编程性。该架构是当前基础设施网络计算的超集。Java虚拟机(JVM)源自堆栈架构。应用程序可在多种主机平台上开发与部署。O(1) <-> O(N)。当前的计算与互联网已能为更广泛的群体所访问和使用。随着现代计算资源的普及,机器学习已取得长足进展,并广泛应用于自然语言处理、计算机视觉、深度学习及人工智能领域。一款移动原型设备可配备N个计算单元与N MB内存。