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Splunk is a software platform primarily used for searching, monitoring, and analyzing machine-generated big data, through a web-style interface. It's used in businesses for operational intelligence, security analytics, and IT management.
Splunk collects data from various sources using agents installed on target systems. It can ingest diverse types of data like logs, feeds, and metrics through direct ingestion or network monitoring.
Splunk can analyze a wide range of data types including log files, system metrics, error messages, transactional data, and performance data.
Splunk differs from traditional data analytics tools by focusing on real-time processing of machine data and providing advanced data visualization and an intuitive user interface.
Data analytics helps organizations in decision-making, identifying trends, improving operational efficiency, enhancing customer experience, and predicting future outcomes.
IT operations involve the routine tasks and processes required to manage IT infrastructure. They're important for maintaining system performance, ensuring reliability, and supporting business processes.
Big data analysis helps companies make informed decisions by providing insights from large data sets, revealing patterns, trends, and correlations that guide strategic planning.
Machine learning in data analytics involves using algorithms to analyze data, learn from it, and make predictions or decisions without being explicitly programmed for specific tasks.
Real-time monitoring allows for immediate detection of issues, timely response to events, and continuous performance analysis, enhancing operational efficiency and decision-making.
Event correlation involves analyzing and connecting related data events to identify patterns or anomalies, used in detecting security breaches or system failures.
An IT infrastructure consists of hardware (servers, computers, data centers), software (ERP, CRM systems, applications), network components (routers, switches), and facilities (data storage, power cooling systems).
TESTED 23 Nov 2024
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