Stateful Digital Twin
The Problem
While digital twins and the emerging subcategory of asset graphs promise operators greater visibility into the relationships between IT assets and equipment under management, current approaches are more like snapshots of a point in the past. Events take place in real time, meaning the digital twin is almost always out of date, limiting its utility. Lack of visibility translates into delayed reactions to threats or failure modes. Digital twins are out of step with enterprises increasingly moving to real time.
The Solution
Quine streaming graph generates digital twins and asset graphs that are stateful and event-driven. Stateful digital twins reflect activities in the environments they model in real time. Using Quine streaming graph, you can easily construct an digital twin that can ingest high volumes of event data in order to detect complex and subtle threats or changes in conditions the instant data arrives, triggering alerts and remedial action in real time.
Key Value Take Away
- Use graph ETL to ingest cloud or system events from multiple systems.
- Automatically construct a digital twin that includes system elements and the relationships between them.
- Continuously update the digital twin to reflect ongoing changes in real-time.
- Trigger events and alerts when specific conditions are identified in the twin.
- Query for any past state of the digital twin.
Use Cases
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Real-time Blockchain Fraud Detection
The Problem Real-time linking of transactions, accounts, wallets, and blocks within and across blockchains is not possible with current solutions. Instead, the user must either rely on batch…
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Authentication Fraud
The Problem Metered attacks that generate low volume log-in attempts, from diverse IPs and across extended time frames, are designed to avoid the “3 strikes in 24 hours”…
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Financial Fraud Detection
The Problem Financial fraud detection requires monitoring billions of transactions, devices and users in real-time for suspect behaviors without false positives that alienate customers when service is denied…
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