Department of Chemical and Biological Engineering, Illinois Institute of Technology, Chicago, Illinois 60616, United States ...

In this paper, we introduce RECG, a high-speed edge caching scheme designed specifically for graph data, leveraging the intricate data connectivity. RECG generates query graphs from edge servers to ...

However, HOLO's efficient model encoding technology overcomes this limitation through two key innovations: multi-basis graph encoding and the application of nonlinear activation ... digital content, ...

Neo4j Aura Graph Analytics is generally available now on a pay-as-you-use basis and works with all databases such as Oracle and Microsoft SQL, all cloud data warehouses and data lake platforms ...

Graph databases such as Neo4j are very different from traditional Structured Query Language-based data platforms such as Oracle and Microsoft SQL. Instead of storing data in tables consisting of ...

‡ Computational Chemistry Group, Novartis Institutes for Biomedical Research, Cambridge, Massachusetts 02139 § Metabolism and Pharmacokinetics Group, Novartis Institutes for Biomedical Research, 250 ...

Graph analytics improves AI decision-making by uncovering hidden patterns and relationships in complex data, delivering more accurate insights with richer context than traditional analytics.

First, the pre-designed graph is inconsistent with the actual distribution of data. Second, the linear projection way would cause damage to the nonlinear manifold structure. In this article, we ...