Zobrazeno 1 - 10
of 126
pro vyhledávání: '"P Xydis"'
Autor:
Kakolyris, Andreas Kosmas, Masouros, Dimosthenis, Vavaroutsos, Petros, Xydis, Sotirios, Soudris, Dimitrios
As Large Language Models (LLMs) gain traction, their reliance on power-hungry GPUs places ever-increasing energy demands, raising environmental and monetary concerns. Inference dominates LLM workloads, presenting a critical challenge for providers: m
Externí odkaz:
http://arxiv.org/abs/2408.05235
Serverless workflows have emerged in FaaS platforms to represent the operational structure of traditional applications. With latency propagation effects becoming increasingly prominent, step-wise resource tuning is required to address the end-to-end
Externí odkaz:
http://arxiv.org/abs/2407.18386
Recent advancements in quantization and mixed-precision approaches offers substantial opportunities to improve the speed and energy efficiency of Neural Networks (NN). Research has shown that individual parameters with varying low precision, can atta
Externí odkaz:
http://arxiv.org/abs/2407.14274
Autor:
Alvanaki, Elisavet Lydia, Katsaragakis, Manolis, Masouros, Dimosthenis, Xydis, Sotirios, Soudris, Dimitrios
Publikováno v:
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (pp. 1-6). IEEE
Over the last years the rapid growth Machine Learning (ML) inference applications deployed on the Edge is rapidly increasing. Recent Internet of Things (IoT) devices and microcontrollers (MCUs), become more and more mainstream in everyday activities.
Externí odkaz:
http://arxiv.org/abs/2407.03711
Recent work has shown that viewing allocators as black-box 2DBP solvers bears meaning. For instance, there exists a 2DBP-based fragmentation metric which often correlates monotonically with maximum resident set size (RSS). Given the field's indetermi
Externí odkaz:
http://arxiv.org/abs/2305.01497
This paper presents a trace-based simulation methodology for constructing representations of workload-allocator interaction. We use two-dimensional rectangular bin packing (2DBP) as our foundation. Classical 2DBP algorithms minimize their products' m
Externí odkaz:
http://arxiv.org/abs/2304.10862
Autor:
Bengel, Lars, Bezou-Vrakatseli, Elfia, Blümel, Lydia, Castagna, Federico, D'Agostino, Giulia, Odekerken, Daphne, Patil, Minal Suresh, Robinson, Jordan, Wu, Hao, Xydis, Andreas
This volume contains revised versions of the papers selected for the third volume of the Online Handbook of Argumentation for AI (OHAAI). Previously, formal theories of argument and argument interaction have been proposed and studied, and this has le
Externí odkaz:
http://arxiv.org/abs/2212.07996
Autor:
Effrosyni I. Styliara, Loukas G. Astrakas, George Alexiou, Vasileios G. Xydis, Anastasia Zikou, Georgios Kafritsas, Spyridon Voulgaris, Maria I. Argyropoulou
Publikováno v:
Current Oncology, Vol 31, Iss 4, Pp 2233-2243 (2024)
Background: Extracting multiregional radiomic features from multiparametric MRI for predicting pretreatment survival in isocitrate dehydrogenase (IDH) wild-type glioblastoma (GBM) patients is a promising approach. Methods: MRI data from 49 IDH wild-t
Externí odkaz:
https://doaj.org/article/9c51011cccf040e79d1209ee918301f7
Autor:
Rust, Romana, Xydis, Achilleas, Heutschi, Kurt, Perraudin, Nathanaël, Casas, Gonzalo, Du, Chaoyu, Strauss, Jürgen, Eggenschwiler, Kurt, Perez-Cruz, Fernando, Gramazio, Fabio, Kohler, Matthias
Publikováno v:
Building Acoustics. February 2021
In this paper, we present a novel interdisciplinary approach to study the relationship between diffusive surface structures and their acoustic performance. Using computational design, surface structures are iteratively generated and 3D printed at 1:1
Externí odkaz:
http://arxiv.org/abs/2109.12014
Autor:
OHAAI Collaboration, Brannstrom, Andreas, Castagna, Federico, Duchatelle, Theo, Foulis, Matt, Kampik, Timotheus, Kuhlmann, Isabelle, Malmqvist, Lars, Morveli-Espinoza, Mariela, Mumford, Jack, Pandzic, Stipe, Schaefer, Robin, Thorburn, Luke, Xydis, Andreas, Yuste-Ginel, Antonio, Zheng, Heng
This volume contains revised versions of the papers selected for the second volume of the Online Handbook of Argumentation for AI (OHAAI). Previously, formal theories of argument and argument interaction have been proposed and studied, and this has l
Externí odkaz:
http://arxiv.org/abs/2106.10832