Celestial: Virtual Software System Testbeds for the LEO Edge

TL;DR

Celestial is a virtual testbed that emulates LEO satellite constellations and ground stations, enabling researchers to evaluate software systems and applications in a realistic, scalable environment for the emerging LEO edge computing paradigm.

Contribution

We introduce Celestial, a microVM-based virtual testbed for simulating LEO satellite networks and ground stations with realistic conditions, facilitating research on LEO edge computing.

Findings

Celestial accurately emulates satellite movement and network conditions.

It enables cost-efficient, scalable testing of software systems.

A case study demonstrates deployment of a real-time remote sensing application.

Abstract

As private space companies such as SpaceX and Telesat are building large LEO satellite constellations to provide global broadband Internet access, researchers have proposed to embed compute services within satellite constellations to provide computing services on the LEO edge. While the LEO edge is merely theoretical at the moment, providers are expected to rapidly develop their satellite technologies to keep the upper hand in the new space race. In this paper, we answer the question of how researchers can explore the possibilities of LEO edge computing and evaluate arbitrary software systems in an accurate runtime environment and with cost-efficient scalability. To that end, we present Celestial, a virtual testbed for the LEO edge based on microVMs. Celestial can efficiently emulate individual satellites and their movement as well as ground station servers with realistic network conditions and in an application-agnostic manner, which we show empirically. Additionally, we explore opportunities and implications of deploying a real-time remote sensing application on LEO edge infrastructure in a case study on Celestial.