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Section 1: Core Components
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Free ChapterChapter 1: Introduction to the Elastic Stack
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Chapter 2: Installing and Running the Elastic Stack
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Section 2: Working with the Elastic Stack
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Chapter 3: Indexing and Searching for Data
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Chapter 4: Leveraging Insights and Managing Data on Elasticsearch
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Chapter 5: Running Machine Learning Jobs on Elasticsearch
- Chapter 5: Running Machine Learning Jobs on Elasticsearch
- Technical requirements
- The value of running machine learning on Elasticsearch
- Preparing data for machine learning jobs
- Looking for anomalies in time series data
- Running classification on data
- Inferring against incoming data using machine learning
- Summary
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Chapter 6: Collecting and Shipping Data with Beats
- Chapter 6: Collecting and Shipping Data with Beats
- Technical requirements
- Introduction to Beats agents
- Collecting logs using Filebeat
- Using Metricbeat to monitor system and application metrics
- Monitoring operating system audit data using Auditbeat
- Monitoring the uptime and availability of services using Heartbeat
- Collecting network traffic data using Packetbeat
- Summary
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Chapter 7: Using Logstash to Extract, Transform, and Load Data
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Chapter 8: Interacting with Your Data on Kibana
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Chapter 9: Managing Data Onboarding with Elastic Agent
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Section 3: Building Solutions with the Elastic Stack
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Chapter 10: Building Search Experiences Using the Elastic Stack
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Chapter 11: Observing Applications and Infrastructure Using the Elastic Stack
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Chapter 12: Security Threat Detection and Response Using the Elastic Stack
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Chapter 13: Architecting Workloads on the Elastic Stack
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Other Books You May Enjoy
About this
book
The Elastic Stack helps you work with massive volumes of data to power use cases in the search, observability, and security solution areas.
This three-part book starts with an introduction to the Elastic Stack with high-level commentary on the solutions the stack can be leveraged for. The second section focuses on each core component, giving you a detailed understanding of the component and the role it plays. You’ll start by working with Elasticsearch to ingest, search, analyze, and store data for your use cases. Next, you’ll look at Logstash, Beats, and Elastic Agent as components that can collect, transform, and load data. Later chapters help you use Kibana as an interface to consume Elastic solutions and interact with data on Elasticsearch. The last section explores the three main use cases offered on top of the Elastic Stack. You’ll start with a full-text search and look at real-world outcomes powered by search capabilities. Furthermore, you’ll learn how the stack can be used to monitor and observe large and complex IT environments. Finally, you’ll understand how to detect, prevent, and respond to security threats across your environment. The book ends by highlighting architecture best practices for successful Elastic Stack deployments.
By the end of this book, you’ll be able to implement the Elastic Stack and derive value from it.
- Publication date:
- March 2022
- Publisher
- Packt
- Pages
- 474
- ISBN
- 9781800569492