Porting Edge AI Workflows to CHERI/Morello

将边缘 AI 工作流程移植到 CHERI/Morello

• 批准号: 10004538
• 金额: $ 9.9万
• 依托单位: OXON.TECH LTD
• 依托单位国家: 英国
• 项目类别: Collaborative R&D
• 财政年份: 2021
• 资助国家: 英国
• 起止时间: 2021 至 无数据
• 项目状态: 已结题
• 来源: https://gtr.ukri.org/projects?ref=10004538
• 关键词: Porting; Edge; AI; Workflows; CHERI

Oxon Tech is currently finishing Phase 2 of a GovTech Catalyst funded project on behalf of Mid and West Wales Fire and Rescue Services to create an indoor tracking system, capable of being instantly deployed to incidents with no existing infrastructure requirements.A core component of our platform is a body worn edge IoT device that incorporates an IMU, an ARM process, ARM Microcontrollers and a Neural Processing Unit for running AI The platform also includes a visualisation system that gives incident commanders instant situational overview of where all of their assets are deployed as well as an instantly deployable secure wifi / 4g network.Although the Fire and Rescue Services are an excellent and highly worthy market for this product, commercially the military and law enforcement sectors are far more viable. Creating and securing a platform that spreads across body worn edge iot devices, to incident commander tablets, to cloud based control centers is a huge challenge, and the fact that it is potentially carrying data on troop or police deployment makes it an incredibly likely target for attack.Our main focus will be on porting as much of our existing stack to Morello FVP as possible, identifying and solving any dependency issues that arise. We will also carry out a thorough assessment of options for incorporating hardware devices including NPUs, by either USB passthrough to the FVP if possible or emulation. By the end of the project we aim to have created as much public documentation on porting IoT, ROS based and if time allows FreeBSD based systems as possible, as well as built up significant in-house expertise in DSbD technologies.

Oxon Tech目前正在代表威尔士中西部消防和救援服务完成GovTech Catalyst资助项目的第二阶段，以创建一个室内跟踪系统，能够在没有现有基础设施要求的情况下立即部署到事件中。我们平台的核心组件是一个身体穿戴的边缘物联网设备，它包含IMU，ARM进程，ARM微控制器和用于运行AI的神经处理单元该平台还包括一个可视化系统，该系统可为事件指挥官提供其所有资产部署位置的即时情况概述，以及可立即部署的安全wifi /虽然消防和救援服务是一个很好的和非常有价值的市场，该产品，商业军事和执法部门是更可行的。创建和保护一个跨身体穿戴的边缘物联网设备、事件指挥官平板电脑和基于云的控制中心的平台是一个巨大的挑战，而且它可能携带部队或警察部署的数据这一事实使其成为极有可能的攻击目标。我们的主要重点将是尽可能多地将我们现有的堆栈移植到Morello FVP，识别和解决出现的任何依赖性问题。我们还将对包括NPU在内的硬件设备的选项进行全面评估，如果可能的话，通过USB直通到FVP或仿真。在项目结束时，我们的目标是创建尽可能多的关于移植物联网，基于ROS的公共文档，如果时间允许的话，尽可能多的基于FreeBSD的系统，以及在DSbD技术方面建立重要的内部专业知识。