[PDF][PDF] Artificial intelligence and internet of things in manufacturing decision processes
This paper explores the influence of the internet of things (IoT) and artificial intelligence (AI)
on the decision-making processes of modern manufacturing systems. With the proliferation …
on the decision-making processes of modern manufacturing systems. With the proliferation …
Exploring the Utility of Graph Methods in HPC Thermal Modeling
This work critically examines several approaches to temperature prediction for High-
Performance Computing (HPC) systems, focusing on component-level and holistic models …
Performance Computing (HPC) systems, focusing on component-level and holistic models …
The Graph-Massivizer Approach Toward a European Sustainable Data Center Digital Twin
Modeling and understanding an expensive next-generation data center operating at a
sustainable exascale performance remains a challenge yet to solve. The paper presents the …
sustainable exascale performance remains a challenge yet to solve. The paper presents the …
ExaQuery: Proving Data Structure to Unstructured Telemetry Data in Large-Scale HPC
High-performance computing (HPC) is the cornerstone of technological advancements in
our digital age, but its management is becoming increasingly challenging, particularly as …
our digital age, but its management is becoming increasingly challenging, particularly as …
Learning anomalies from graph: predicting compute node failures on HPC clusters
JM Rozanec, R Krumpak, M Molan… - Northern Lights Deep … - openreview.net
Today, high-performance computing (HPC) systems play a crucial role in advancing artificial
intelligence. Nevertheless, the estimated global data center electricity consumption in 2022 …
intelligence. Nevertheless, the estimated global data center electricity consumption in 2022 …
Predicting Compute Node Unavailability in HPC: A Graph-Based Machine Learning Approach
R Krumpak, JM Rozanec, M Molan, M Angelinelli… - conferences.computer.org
As high-performance computing (HPC) systems advance towards Exascale computing, their
size and complexity increase, introducing new maintenance challenges. Modern HPC …
size and complexity increase, introducing new maintenance challenges. Modern HPC …