Splunk’s Enterprise Machine Data Fabric (EMDF) addresses the complexity and data silos created by billions of devices and applications across modern networks, enabling unified data collection, correlation, and real-time analysis without forcing data into a single format. Splunk’s Data Fabric architecture enhances this by providing rapid, integrated access to distributed data with in-memory and parallel processing for real-time decision-making and scalability across multi-cloud environments. Key innovations include Data Fabric Search, which federates queries across multiple datasets to accelerate insights, and Data Stream Processor, which enables real-time streaming analytics and data masking for security.

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