25 citations · 55 across the 10 of their papers we have counts for
8 papers · 1 filter
DECICE: Device-Edge-Cloud Intelligent Collaboration Framework
Julian Kunkel, Christian Boehme, Jonathan Decker +11
DECICE is a Horizon Europe project that is developing an AI-enabled open and portable management framework for automatic and adaptive optimization and deployment of applications in…
Performance Modelling of Deep Learning on Intel Many Integrated Core Architectures
Andre Viebke, Sabri Pllana, Suejb Memeti +1
Many complex problems, such as natural language processing or visual object detection, are solved using deep learning. However, efficient training of complex deep convolutional neu…
CHAOS: A Parallelization Scheme for Training Convolutional Neural Networks on Intel Xeon Phi
Andre Viebke, Suejb Memeti, Sabri Pllana +1
Deep learning is an important component of big-data analytic tools and intelligent applications, such as, self-driving cars, computer vision, speech recognition, or precision medic…
Combinatorial Optimization of Work Distribution on Heterogeneous Systems
Suejb Memeti, Sabri Pllana
We describe an approach that uses combinatorial optimization and machine learning to share the work between the host and device of heterogeneous computing systems such that the ove…
The Potential of the Intel Xeon Phi for Supervised Deep Learning
Andre Viebke, Sabri Pllana
Supervised learning of Convolutional Neural Networks (CNNs), also known as supervised Deep Learning, is a computationally demanding process. To find the most suitable parameters of…
Accelerating DNA Sequence Analysis using Intel Xeon Phi
Suejb Memeti, Sabri Pllana
Genetic information is increasing exponentially, doubling every 18 months. Analyzing this information within a reasonable amount of time requires parallel computing resources. Whil…