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Splunk Blogs

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Artificial Intelligence

Artificial Intelligence
5 Minute Read
Top 10 AI Trends 2025: How Agentic AI and MCP Changed IT
Explore the top 10 AI trends of 2025—from agentic AI and Model Context Protocol (MCP) to self-healing systems—and see what to expect for AI in 2026.
Artificial Intelligence
13 Minute Read
From Discovery to Defense: Detecting Local LLMs to Address Shadow AI
Uncover and defend against Shadow AI risks from local LLMs. Learn how Splunk detects unauthorized AI frameworks, prevents data leakage, and strengthens enterprise security.
Artificial Intelligence
6 Minute Read
Unlocking the Power of the Cisco Time Series Model with Splunk DSDL
Splunk released Cisco Time Series Model, an open-weight Transformer-based foundation model for time-series analysis, available on Huggingface. In this blog post, we explore how the model is seamlessly integrated with your data in Splunk leveraging the Splunk App for Data Science and Deep Learning.
Artificial Intelligence
4 Minute Read
A CIO's Guide to the Splunk AI Toolkit: Shifting IT from Reactive to Predictive
Splunk’s AI Toolkit helps teams predict incidents, reduce downtime, and achieve digital resilience at enterprise scale.

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Latest Articles

The Theory of Constraints: The Complete Guide to Constraint Theory

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7 Minute Read

The Theory of Constraints: The Complete Guide to Constraint Theory

Theory of Constraints (TOC) is a management concept that tries to leverage any bottlenecks in a system in order to improve overall system performance.

Industry Insights

5 Minute Read

The New Face of Fraud in Finance

Resilience starts with knowing who’s in charge of the algorithm.

Concurrency in Programming and Computer Science: The Complete Guide

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5 Minute Read

Concurrency in Programming and Computer Science: The Complete Guide

Learn how concurrency powers efficient multitasking in modern systems, from single-core CPUs to distributed systems.

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7 Minute Read

Database Monitoring: The Complete Guide

In this blog post, we'll take a look at the important role of database performance monitoring.

What Is Computer Vision & How Does It Work?

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What Is Computer Vision & How Does It Work?

Computer vision allows machines to interpret, infer, and understand visual information. See how it works, in a simple and factual way, here.

What Is CSIRT? The Computer Security Incident Response Team Complete Guide

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8 Minute Read

What Is CSIRT? The Computer Security Incident Response Team Complete Guide

A major security incident happens: you need to minimize the impact and restore normality ASAP. The best way to do it? The CSIRT. Get all the details about this team.

What is Cryptanalysis? A Detailed Introduction

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5 Minute Read

What is Cryptanalysis? A Detailed Introduction

Learn about cryptanalysis, the science of breaking cryptographic systems, uncovering weaknesses, and improving security through advanced attack methods and models.

IT Benchmarking: A Tool for Measuring IT Performance

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5 Minute Read

IT Benchmarking: A Tool for Measuring IT Performance

Learn how IT benchmarking helps organizations assess performance, improve efficiency, and gain a competitive edge through internal and external comparisons.