https://graph-massivizer.eu

Home - Graph Massivizer EU ProjectHome - Graph Massivizer EU Project Twitter RSS The project Software tools Use cases Events News & Blog Publications Resources Select Page This project has received funding from the European Union’s Horizon Research and Innovation Actions under Grant Agreement Nº 101093202. EU Project Graph-Massivizer Read more PRESS RELEASE Graph-Massivizer promotes climate-neutral and sustainable economic sectors boosted by graph data processing. This project has received funding from the European Union’s Horizon Research and Innovation Actions under Grant Agreement Nº 101093202. EU Project Graph Massivizer Reserve a spot Neuro-Symbolic AI and Graph Tech AI meets complex knowledge structures: About the Project Graph-Massivizer Graph-Massivizer researches and develops a high-performance, scalable, and sustainable platform for information processing and reasoning based on the massive graph representation of extreme data. It delivers a toolkit of five open-source software tools and FAIR graph datasets covering the sustainable lifecycle of processing extreme data as massive graphs. The tools focus on holistic usability (from extreme data ingestion and massive graph creation), automated intelligence (through analytics and reasoning), performance modelling, and environmental sustainability tradeoffs, supported by credible data-driven evidence across the computing continuum. Read more Consortium Graph-Massivizer gathers a consortium of twelve partners from eight countries, covering four academic universities, two applied research centres, one HPC centre, two SMEs and two large enterprises. It leverages the world-leading roles of European researchers in graph processing and serverless computing and uses leadership-class European infrastructure in the computing continuum. Graph-Massivizer Software Tools The project delivers the Graph-Massivizer toolkit of five open-source software (OSS) tools and FAIR graph datasets covering the sustainable lifecycle of processing extreme data as MG. The tools focus on holistic1. Usability2. Automated intelligence3. Performance modelling4. Environmental sustainability tradeoffs supported by credible data-driven evidence5. Across HPC systems and computing continuum Learn more Graph-Massivizer Software Tools The project delivers the Graph-Massivizer toolkit of five open-source software (OSS) tools and FAIR graph datasets covering the sustainable lifecycle of processing extreme data as MG. The tools focus on holistic1. Usability2. Automated intelligence3. Performance modelling4. Environmental sustainability tradeoffs supported by credible data-driven evidence5. Across HPC systems and computing continuum Learn more Use Cases News Blog GraphMa: Graph Processing with Pipeline-Oriented Computation by gianquinto | Sep 11, 2024 | Blog, Last newsIn the realm of data science and analytics, the significance of graph processing cannot be overstated. The intricate web of relationships and connections that graphs represent are fundamental to understanding complex systems, from social networks to biological... How we implemented scalable graph summarization by gianquinto | Sep 11, 2024 | Blog, Last newstl;dr k-bisimulation can be used to create a condensed version of a graph. This condensed version is a graph summary, keeping specific properties of the original k-bisimulation partitions the nodes of the graph in equivalence classes which we call blocks We create the... Neurosymbolic quality monitoring for sustainable manufacturing by gianquinto | Jul 31, 2024 | Blog, Last news, News, UncategorizedGraph Massivizer will be a big step towards harmonizing neural and symbolic AI methods, a revolutionary approach to quality estimation in welding processes, and a profound leap towards realizing a genuinely sustainable automotive industry. In the fast-paced world of... Graph sampling algorithms and predicting their qualities and runtimes by gianquinto | Jul 8, 2024 | Blog, Last newsWhat is graph sampling? With the growing size of graphs in the real world, reducing their complexities becomes increasingly essential and computationally demanding, and due to the unavailability of whole graphs for privacy or scalability reasons, gathering relevant... Graph massivizer: much more than another Graph Database Platform by gianquinto | Jul 2, 2024 | Blog, Last newsGraph databases are gaining traction in the data management landscape for their ability to handle complex relationships and networks. However, Graph Massivizer stands out as more than just another graph database platform. It offers unique features and capabilities... Synthetic Data Powered Investment and Trading by gianquinto | Mar 22, 2024 | Blog, Last newsAuthor: Laurentiu Vasiliu Peracton Ltd. In the ever-evolving world of finance, Synthetic Data Driven Investment and Trading is emerging as hybrid approach, where financial algorithms are not only powered by traditional financial data (historic and live), but also by... Trading in the Matrix by gianquinto | Mar 22, 2024 | Blog, Last newsAuthor: Laurentiu Vasiliu Peracton Ltd. Imagine a scenario where extreme quantities of synthetic data are continuously generated and used to train multiple generations of AI enhanced financial algorithms. In this scenario, financial algorithms train on making... Building massive knowledge graphs using automated ETL pipelines by gianquinto | Feb 9, 2024 | Blog, Last news, NewsIn this blog post, written by our colleagues Wolfgang Schell and Pauline Lencio at metaphacts , the Graph-Massivizer team explains how to build a massive knowledge graph from existing information or external sources in a repeatable and scalable manner. The post... From Big Data to Green Data: Reducing the Environmental Impact of Data Science with Graph Massivizer by gianquinto | Dec 26, 2023 | Blog, Last news, NewsData analysis and data processing are technologies that are increasingly prevalent in everyday life, with applications in research, industry, commerce, and public administration. However, they also have a significant environmental impact, both direct and indirect, due... The importance of the semantic knowledge graph by gianquinto | Dec 26, 2023 | Blog, Last news, NewsThis article is the first in a series of two where we discuss our perspective on what is considered a semantic knowledge graph, why it’s important, and share how they can drive your enterprise goals forward. « Older Entries FollowFollowFollow Contact us Twitter RSS This project has received funding from the European Union’s Horizon Research and Innovation Actions under Grant Agreement Nº 101093202.enusen-US1770332161https://graph-massivizer.eu

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