The ExaNeSt Prototype: Evaluation of Efficient HPC Communication Hardware in an ARM-based Multi-FPGA Rack

M Ploumidis, F Chaix, N Chrysos… - arXiv preprint arXiv …, 2023 - arxiv.org
We present and evaluate the ExaNeSt Prototype, a liquid-cooled rack prototype consisting of
256 Xilinx ZU9EG MPSoCs, 4 TBytes of DRAM, 16 TBytes of SSD, and configurable …

Acceleration of the spade method using a custom-tailored fp-growth implementation

F Porrmann, S Pilz, A Stella, A Kleinjohann… - Frontiers in …, 2021 - frontiersin.org
The SPADE (spatio-temporal S pike PA ttern D etection and E valuation) method was
developed to find reoccurring spatio-temporal patterns in neuronal spike activity (parallel …

Agent coalitions for load balancing in cloud data centers

JO Gutierrez-Garcia, JA Trejo-Sánchez… - Journal of Parallel and …, 2023 - Elsevier
The workload of Cloud data centers is constantly fluctuating causing imbalances across
physical hosts that may lead to violations of service-level agreements. To mitigate workload …

ML4ProFlow: A Framework for Low-Code Data Processing from Edge to Cloud in Industrial Production

C Klarhorst, D Quirin, M Hesse… - 2022 IEEE 27th …, 2022 - ieeexplore.ieee.org
One necessary part of Industry 4.0 is the availability and accessibility of data processing
pipelines. This paper shows the ongoing development of ML4ProFlow, a framework that …