The VEDLIoT project aims to develop energy-efficient Deep Learning methodologies for distributed Artificial Intelligence of Things (AIoT) applications. During our project, we propose a holistic approach that focuses on optimizing algorithms while addressing safety and security challenges inherent to AIoT systems. The foundation of this approach lies in a modular and scalable cognitive IoT hardware platform, which leverages microserver technology to enable users to configure the hardware to meet the requirements of a diverse array of applications. Heterogeneous computing is used to boost performance and energy efficiency. In addition, the full spectrum of hardware accelerators is integrated, providing specialized ASICs as well as FPGAs for reconfigurable computing. The project's contributions span across trusted computing, remote attestation, and secure execution environments, with the ultimate goal of facilitating the design and deployment of robust and efficient AIoT systems. The overall architecture is validated on use-cases ranging from Smart Home to Automotive and Industrial IoT appliances. Ten additional use cases are integrated via an open call, broadening the range of application areas.

A completely new computing platform is on the horizon. They're called Microservers by some, ARM Servers by others, and sometimes even ARM-based Servers. No matter what you call them, Microservers will have a huge impact on the data center and on server computing in general. What Is a Microserver...and What Isn't Although few people are familiar with Microservers today, their impact will be felt very soon. This is a new category of computing platform that is available today and is predicted to have triple-digit growth rates for some years to come - growing to over 20% of the server market by 2016 according to Oppenheimer ("Cloudy With A Chance of ARM" Oppenheimer Equity Research Industry Report).

Microservers are a system-on-chip device featuring multiple single-socket servers sharing cooling fans, power supply, chassis, and other such hardware. This common platform allows microprocessors to achieve much higher power efficiency than conventional servers, since more tasks can be carried out on the same volume of power. Microservers were developed in order to integrate server motherboard tasks on to an easily portable and power-efficient unit. This eliminates the need for support chips complementing the server function, which has resulted in the power efficient and space-saving design of microservers. According to Transparency Market Research, the global microservers market was valued at more than US 1 bn in 2012. Due to the rapidly increasing adoption of microservers in diverse industries, the market is expected to exhibit a stellar 43.4% CAGR from 2013 to 2019, with the market's valuation expected to rise to US 30.2 bn over the period.