4 papers
From Tokens to Watt-hours: Analytical Energy Estimation for LLM Inference on Modern GPUs
Tina Vartziotis, Rodopi Kosteli, Elli Vartziotis +5
The paper introduces an analytical, calibrated method to estimate the energy consumption of large language model inference on NVIDIA H100 GPUs without direct power measurements, se…
Revitalizing Public Urban Places through Cultural and Political Memory: A Technological Approach with LLMs and Augmented Reality
Lara Vartziotis, Tina Vartziotis, Valentin Keckeisen +4
This paper explores the intersection of memory, place, and identity, examining how new technologies, particularly Apple Vision Pro, can illuminate this nexus. Leveraging digital tw…
Emotive Architectures: The Role of LLMs in Adjusting Work Environments
Lara Vartziotis, Tina Vartziotis, Frank Beutenmueller +4
In remote and hybrid work contexts, the integration of physical and digital environments is revolutionizing spatial experiences, collaboration, and interpersonal interactions. This…
Carbon Footprint Evaluation of Code Generation through LLM as a Service
Tina Vartziotis, Maximilian Schmidt, George Dasoulas +7
Due to increased computing use, data centers consume and emit a lot of energy and carbon. These contributions are expected to rise as big data analytics, digitization, and large AI…