AWS Database Blog
Category: Amazon Neptune
How DevOcean built a vulnerability remediation management platform for cloud-native applications using Amazon Neptune
In this post, we discuss how DevOcean uses Amazon Neptune to power its cloud application vulnerability remediation platform. The DevOcean platform provides a unified dashboard to manage security events across all the layers of a customer’s cloud applications. With DevOcean, users can prioritize risk, reduce alert fatigue, and manage remediation faster with appropriate owners within […]
How Getir build a comprehensive fraud detection system using Amazon Neptune and Amazon DynamoDB
This is a guest post co-authored by Berkay Berkman, Yağız Yanıkoğlu, Mutlu Polatcan, Mahmut Turan, Umut Cemal Kıraç from Getir. Getir is an ultrafast delivery pioneer that revolutionized last-mile delivery in 2015 with its 10-minute grocery delivery proposition. Getir’s story started in Istanbul, and they launched operations in the UK, Netherlands, Germany, France, Spain, Italy, […]
The World is a graph: How Wiz reimagines cloud security using a graph in Amazon Neptune
This is a guest post by Ami Luttwak, CTO at Wiz, co-authored with Brad Bebee, General Manager of Amazon Neptune. Graphs are changing the way we parse and understand the world. Social graphs have had a huge impact on how we analyze social interactions across many industries. Now, in security, we can build totally new […]
How CSC Generation powers product discovery with knowledge graphs using Amazon Neptune
This post is co-written with Bobber Cheng and Ronit Rudra from CSC Generation. CSC Generation is a company that focuses on acquiring overlooked stores and catalog-based retailers and transforming them into high-performance, digital-first brands. As we grew through multiple acquisitions, it became apparent that our legacy product information system (PIM), backed by relational databases, was […]
Exploring new features of Apache TinkerPop 3.6.x in Amazon Neptune
Amazon Neptune version 1.2.1.0 now supports the Apache TinkerPop 3.6.x release line, which offers a number of major new features and improvements to existing functionality. New features include fresh additions to the Gremlin language itself, like the P.regex predicate for filters and the mergeV() and mergeE() steps, which should help simplify complex upsert-like functionality. In this […]
Use semantic reasoning to infer new facts from your RDF graph by integrating RDFox with Amazon Neptune
Semantic reasoning is a powerful form of symbolic AI that brings meaning to data. At a high level, this is achieved by inferring new facts from existing information (or base facts) using a data model and knowledge of the domain. It can be useful for performing calculations, ensuring consistency, and detecting intricate patterns. Semantic reasoning […]
Analyze healthcare FHIR data with Amazon Neptune
In this post we focus on data analysis as part of the modern data strategy. I cover how to generate insights from healthcare FHIR (Fast Healthcare Interoperability Resources) data with Amazon Neptune, a fast, reliable, fully managed graph database service. Using a graph database for this use case allows you to model and navigate complex […]
Build a real-time fraud detection solution using Amazon Neptune ML
Each year online businesses lose tens of billions of dollars due to fraud, which can take many forms. For example, fraudsters can obtain stolen credit card details and use them for unauthorized transactions. Therefore, detecting fraud and malicious behavior at the time of a transaction, such as when a user registers a new payment method, […]
Load RDF data into Amazon Neptune with AWS Glue
In this post, we present a design for a common technical requirement: ingest data from multiple sources to a target Resource Description Framework (RDF) graph database. Our target is Amazon Neptune, a managed graph database service. RDF is one of two graph models supported by Neptune. The other is Labeled Property Graph (LPG). Each graph […]
Empowering fraud detection at Delivery Hero with Amazon Neptune
This is a guest post co-authored by Amr Elnaggar, Saurabh Deshpande, Mohammad Azzam, Matias Pons and Wilson Tang from Delivery Hero. Delivery Hero is available in 74 countries around the World. It operates a wide range of local brands that are united behind the shared mission Always Delivering an Amazing Experience — fast, easy, and […]









