Apache Mesos Essentials

Build and execute robust and scalable applications using Apache Mesos
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Apache Mesos Essentials

Dharmesh Kakadia

1 customer reviews
Build and execute robust and scalable applications using Apache Mesos
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Book Details

ISBN 139781783288762
Paperback230 pages

Book Description

Apache Mesos is a cluster manager that provides efficient resource isolation and sharing across distributed applications, or frameworks. It allows developers to concurrently run the likes of Hadoop, Spark, Storm, and other applications on a dynamically shared pool of nodes. With Mesos, you have the power to manage a wide range of resources in a multi-tenant environment.

Starting with the basics, this book will give you an insight into all the features that Mesos has to offer. You will first learn how to set up Mesos in various environments from data centers to the cloud. You will then learn how to implement self-managed Platform as a Service environment with Mesos using various service schedulers, such as Chronos, Aurora, and Marathon. You will then delve into the depths of Mesos fundamentals and learn how to build distributed applications using Mesos primitives.

Finally, you will round things off by covering the operational aspects of Mesos including logging, monitoring, high availability, and recovery.

Table of Contents

Chapter 1: Running Mesos
Modern data centers
Cluster computing frameworks
Introducing Mesos
Why Mesos?
Single-node Mesos clusters
Running test frameworks
Mesos Web UI
Multi-node Mesos clusters
Mesos cluster on Amazon EC2
Running Mesos using Vagrant
The Mesos community
Summary
Chapter 2: Running Hadoop on Mesos
An introduction to Hadoop
Hadoop on Mesos
Installing Hadoop on Mesos
An example Hadoop job
Advanced configuration for Hadoop on Mesos
Summary
Chapter 3: Running Spark on Mesos
Introducing Spark
Spark job scheduling
Spark Standalone mode
Spark on Mesos
Tuning Spark on Mesos
Summary
Chapter 4: Complex Data Analysis on Mesos
Complex data and the rise of the Lambda architecture
Storm
Spark Streaming
NoSQL on Mesos
Chapter 5: Running Services on Mesos
Introduction to services
Marathon
Chronos
Aurora
Service discovery
Packaging
Summary
Chapter 6: Understanding Mesos Internals
The Mesos architecture
Resource allocation
Resource isolation
Fault tolerance
Extending Mesos
Summary
Chapter 7: Developing Frameworks on Mesos
The Mesos API
Developing a Mesos framework
Building our framework
Advanced topics
Developer resources
Summary
Chapter 8: Administering Mesos
Deployment
Upgrade
Monitoring
Multitenancy
High availability
Maintenance
Mesos interfaces
Configuration
The Mesos master

What You Will Learn

  • Get to grips with setting up a Mesos cluster in a data centre or in the Cloud
  • Perform data analysis on Mesos using frameworks such as Hadoop, Spark, and Storm
  • Familiarize yourself with managing services on Mesos using Marathon, Chronos, and Aurora
  • Gain insight into how to write a distributed application using the Mesos API
  • Discover how to automate and administer a Mesos Cluster and other operations such as logging and monitoring
  • Explore the fundamentals and internal working of Mesos

Authors

Table of Contents

Chapter 1: Running Mesos
Modern data centers
Cluster computing frameworks
Introducing Mesos
Why Mesos?
Single-node Mesos clusters
Running test frameworks
Mesos Web UI
Multi-node Mesos clusters
Mesos cluster on Amazon EC2
Running Mesos using Vagrant
The Mesos community
Summary
Chapter 2: Running Hadoop on Mesos
An introduction to Hadoop
Hadoop on Mesos
Installing Hadoop on Mesos
An example Hadoop job
Advanced configuration for Hadoop on Mesos
Summary
Chapter 3: Running Spark on Mesos
Introducing Spark
Spark job scheduling
Spark Standalone mode
Spark on Mesos
Tuning Spark on Mesos
Summary
Chapter 4: Complex Data Analysis on Mesos
Complex data and the rise of the Lambda architecture
Storm
Spark Streaming
NoSQL on Mesos
Chapter 5: Running Services on Mesos
Introduction to services
Marathon
Chronos
Aurora
Service discovery
Packaging
Summary
Chapter 6: Understanding Mesos Internals
The Mesos architecture
Resource allocation
Resource isolation
Fault tolerance
Extending Mesos
Summary
Chapter 7: Developing Frameworks on Mesos
The Mesos API
Developing a Mesos framework
Building our framework
Advanced topics
Developer resources
Summary
Chapter 8: Administering Mesos
Deployment
Upgrade
Monitoring
Multitenancy
High availability
Maintenance
Mesos interfaces
Configuration
The Mesos master

Book Details

ISBN 139781783288762
Paperback230 pages
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