Green AI
Stefanos Georgiou, Maria Kechagia, Tushar Sharma, Federica Sarro, Ying Zou
Abstract
The use of Artificial Intelligence (ai), and more specifically of Deep Learning (dl), in modern software systems, is nowadays widespread and continues to grow. At the same time, its usage is energy demanding and contributes to the increased CO2 emissions, and has a great financial cost as well. Even though there are many studies that examine the capabilities of dl, only a few focus on its green aspects, such as energy consumption.
Topics & Concepts
Computer scienceEnergy consumptionFocus (optics)Green computingArtificial intelligenceDeep learningSoftwareRisk analysis (engineering)EngineeringBusinessOperating systemElectrical engineeringPhysicsOpticsGreen IT and SustainabilityMobile Crowdsensing and CrowdsourcingContext-Aware Activity Recognition Systems