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Communication in large distributed AI Systems for Natural Language Processing

机译:大型分布式AI系统中用于自然语言处理的通信

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We are going to describe the design and implementation of a communication system for large AI projects, capable of supporting various software components in a heterogeneous hardware and programming-language environment. The system is based on a modification of the channel approach introduced by Hoare (1978). It is a three-layered approach with a de facto standard network layer (PVM), core routines, and interfaces to five different programming languages together with support for the transparent exchange of complex data types. A special component takes over name service functions. It also records the actual configuration of the modules present in the application and the created channels.We describe the integration of this communication facility in two versions of a speech-to-speech translation system, which differ with regard to quality and quantity of data distributed within the applications and with regard to the degree of interactivity involved in processing.
机译:我们将描述用于大型AI项目的通信系统的设计和实现,该系统能够在异构硬件和编程语言环境中支持各种软件组件。该系统基于Hoare(1978)引入的渠道方法的修改。它是一种三层方法,具有事实上的标准网络层(PVM),核心例程以及与五种不同编程语言的接口,并支持透明交换复杂的数据类型。一个特殊的组件接管了名称服务功能。它还记录了应用程序中存在的模块的实际配置以及创建的通道。 我们将语音通信转换系统的两个版本描述为该通信工具的集成,这两个版本在应用程序内分发的数据的质量和数量以及处理中涉及的交互程度方面有所不同。

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