AWS Certified Cloud Practitioner
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A company wants to use a graph database to detect fraud patterns in real time. Which AWS service will meet this requirement?
Real Exam
Community
RRitesh
A
Amazon DynamoDB
B
Amazon Neptune
C
Amazon RDS
D
Amazon Timestream for LiveAnalytics
Explanation:
Explanation
Amazon Neptune is the correct choice because:
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Amazon Neptune is AWS's fully managed graph database service specifically designed for working with highly connected data
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It's optimized for graph queries and can efficiently traverse relationships between data points
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For fraud detection, graph databases excel at identifying patterns and connections between entities (users, transactions, IP addresses, etc.)
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Neptune supports real-time querying capabilities needed for fraud detection scenarios
Why not the other options:
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Amazon DynamoDB: A NoSQL key-value and document database, not optimized for graph relationships
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Amazon RDS: A relational database service for traditional SQL databases, not specialized for graph data
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Amazon Timestream for LiveAnalytics: A time-series database for IoT and operational analytics, not designed for graph data structures
Graph databases like Neptune are particularly well-suited for fraud detection because they can quickly identify suspicious patterns and connections across multiple data points in real-time.
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