13–15 Dec 2025
Internet Initiative Japan Inc.
Asia/Tokyo timezone

Edge Intelligence Computing: A RISC-V Based Ubuntu SBC System with Hardware Acceleration Capabilities

14 Dec 2025, 17:15
5m
Internet Initiative Japan Inc.

Internet Initiative Japan Inc.

Iidabashi Grand Bloom, 2-10-2 Fujimi, Chiyoda-ku, Tokyo 102-0071
Lightning Talk-REMOTE Track A Lightning Talk

Speaker

Ravi Kiran

Description

Abstract-The exponential rise of edge computing necessitates robust, power-efficient, and open hardware platforms capable of supporting AI inference, 3D & Video processing, and general-purpose computing within constrained environments. Whereas x86 and ARM architectures dominate this space, they introduce licensing, cost, and security barriers. In contrast, the RISC-V64 architecture promises a truly open and modular alternative, but its adoption in real-world, application-ready edge systems remains limited due to several critical challenges: lack of mature software stacks, inadequate hardware acceleration support, and minimal integration with mainstream desktop environments.

This paper introduces a RISC-V based Single Board Computer (SBC) running a fully operational Ubuntu 22.04 Linux distribution, architected specifically for edge intelligence workloads. A key innovation is the support for the GNOME-Wayland Window Manager, fully optimized for RISC-V with hardware acceleration via Mesa and OpenGL-ES & Vulkan-compatible drivers and GPU offloading. We demonstrate seamless execution of complex open-source desktop applications such as Mozilla Firefox, LibreOffice, MPV Media Player (4K playback with real-time hardware Video decoding), and Geney & Jupyter Web IDE, all running natively on the RISC-V64 Ubuntu 22.04 SBC. This paper demonstrates the feasibility of RISC-V as a high-performance edge computing architecture. The proposed system effectively bridges the usability gap in RISC-V-based environments but also demonstrates a scalable path for mass adoption in open-source driven, hardware-accelerated edge intelligence platforms.

Category Use of GNOME Technologies outside of desktop
Talk Description To presents the design, implementation, and comprehensive validation of a RISC-V64 based Single Board Computer (SBC) capable of running a full-fledged Ubuntu 22.04 graphical desktop environment. The proposed system is realized as an Ubuntu-capable RISC-V System-on-Chip (SoC), constructed using a combination of open-source building blocks and internally developed Intellectual Property (IP) components to ensure extensibility, performance, and compliance with the RV64GC profile. Key contributions include the enablement of GNOME-Wayland desktop support, hardware-accelerated graphics pipelines, and optimized multimedia subsystems necessary for modern Ubuntu Desktop workloads.
Author(s) Bio Team Lead at Exaleap Semiconductor Pvt Ltd..
Pronouns I, He, Him
Where are you located? India
Do you need travel sponsorship from GNOME Foundation in order to join our event? Yes

Author

Ravi Kiran

Presentation materials