Unsupervised Clustering in Mesos [Integrated Course]

Unsupervised Clustering in Mesos [Integrated Course]

Karl Whitford

Learn about the soliton cluster isolation system for unsupervised clustering in Mesos
This title is available to pre-order now and is expected to be published in
Mapt Subscription
FREE
€29.98/m after trial
Video
€121.38
RRP €142.78
Save 14%
What do I get with a Mapt Pro subscription?
  • Unlimited access to all Packt’s 5,000+ eBooks and Videos
  • Early Access content, Progress Tracking, and Assessments
  • 1 Free eBook or Video to download and keep every month after trial
What do I get with an eBook?
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with Print & eBook?
  • Get a paperback copy of the book delivered to you
  • Download this book in EPUB, PDF, MOBI formats
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
What do I get with a Video?
  • Download this Video course in MP4 format
  • DRM FREE - read and interact with your content when you want, where you want, and how you want
  • Access this title in the Mapt reader
€0.00
€121.38
€29.98p/m after trial
RRP €142.78
Subscription
Video
Start 30 Day Trial
Subscribe and access every Packt eBook & Video.
 
  • 5,000+ eBooks & Videos
  • 50+ New titles a month
  • 1 Free eBook/Video to keep every month
Start Free Trial
 
Code Files
Preview in Mapt

Video Details

ISBN 139781788479677
Course Length2 hours

Video Description

Apache Mesos is an open source cluster manager that handles workloads in a distributed environment through dynamic resource sharing and isolation. Apache Mesos abstracts CPU, memory, storage, and other compute resources away from machines (physical or virtual), enabling fault-tolerant and elastic distributed systems to easily be built and run effectively.

This course begins with an introduction to Inference matroids wherein you will learn vertex combiners with Hama, Graph Isomorphism, Soliton, and DAGs. Then, you will learn to perform granular synthesis with druid streams and to write custom isolator module for mesos. Next, you will be introduced to RoBo and will learn to manifold the cluster trees. Then, you will understand what is Pythonic Clojars and Monads. Further, you will be familiar with the Actor Dining Model and Port mappings. Finally, you will learn autoscaling clusters.

Key Features

  • In-depth coverage of Inference matroids
  • Perform granular synthesis with druid streams
  • Write a custom isolator module for Mesos
  • Perform MCMC anomaly detection
  • Understand Actor Dining Model and Docker Port Mappings

Who this course is for

This course is for journeyman distributed data center enthusiasts and Mesos professionals in the industry with a strong foundation in Stochastic Calculus, Statistical Learning, Pattern Recognition, Algorithms and Data Structures with Graphs, Queues, Heaps, Stacks, and more. Also, you should have proficient working knowledge of search algorithms, linear optimization, dynamic programming. Having knowledge of Software Engineering principles such as Finite State Machines, Priority Queues, Linked Lists, Adjacency Lists, Hash Tables, BFS, DFS, and Cellular Automats will be beneficial.

Table of Contents

What You Will Learn

  • Get familiar with Inference matroids
  • Learn graph isomorphism
  • Learn how to perform granular synthesis with druid streams
  • Understand how to write a custom isolator module for Mesos
  • Learn to perform MCMC anomaly detection
  • Get introduced to RoBo
  • Learn to manifold the cluster trees
  • Understand what is Pythonic Clojars and Monads
  • Learn what is Actor Dining Model and port mappings
  • Learn how to perform cluster autoscaling

Authors

Table of Contents

Video Details

ISBN 139781788479677
Course Length2 hours
Read More

Read More Reviews

Recommended for You

Automated Machine Learning Pipeline with Mesos [Integrated Course] Book Cover
Automated Machine Learning Pipeline with Mesos [Integrated Course]
€ 142.78
€ 121.38
Mesos Analytics [Integrated Course] Book Cover
Mesos Analytics [Integrated Course]
€ 142.78
€ 121.38
Fundamental Algorithms in Scala [Integrated Course] Book Cover
Fundamental Algorithms in Scala [Integrated Course]
€ 142.78
€ 121.38
Effective Refactoring in Java [Integrated Course] Book Cover
Effective Refactoring in Java [Integrated Course]
€ 142.78
€ 121.38
State management in Vue.js and Firebase essentials [Integrated Course] Book Cover
State management in Vue.js and Firebase essentials [Integrated Course]
€ 142.78
€ 121.38
Sorting and Searching Algorithms in Scala [Integrated Course] Book Cover
Sorting and Searching Algorithms in Scala [Integrated Course]
€ 142.78
€ 121.38