Search icon
Arrow left icon
All Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Newsletters
Free Learning
Arrow right icon
Optimizing Databricks Workloads

You're reading from  Optimizing Databricks Workloads

Product type Book
Published in Dec 2021
Publisher Packt
ISBN-13 9781801819077
Pages 230 pages
Edition 1st Edition
Languages
Authors (3):
Anirudh Kala Anirudh Kala
Profile icon Anirudh Kala
Anshul Bhatnagar Anshul Bhatnagar
Profile icon Anshul Bhatnagar
Sarthak Sarbahi Sarthak Sarbahi
Profile icon Sarthak Sarbahi
View More author details

Table of Contents (13) Chapters

Preface Section 1: Introduction to Azure Databricks
Chapter 1: Discovering Databricks Chapter 2: Batch and Real-Time Processing in Databricks Chapter 3: Learning about Machine Learning and Graph Processing in Databricks Section 2: Optimization Techniques
Chapter 4: Managing Spark Clusters Chapter 5: Big Data Analytics Chapter 6: Databricks Delta Lake Chapter 7: Spark Core Section 3: Real-World Scenarios
Chapter 8: Case Studies Other Books You May Enjoy

Learning case studies from the retail and FMCG industry

Data is more important than ever for the retail and FMCG industry. It can be very helpful for maintaining a lean inventory. In addition, data is critical for optimizing the prices of products on demand. Also, a data-driven approach can boost relationships with business partners, thereby helping to smoothen the supply chain.

Case study 6 – real-time analytics using IoT Hub for a retail giant

An organization wanted to build an end-to-end solution wherein edge devices gathered metrics at a certain frequency from all the instruments on the floor shop. These metrics were to be utilized to conduct edge analytics for real-time issues. Thereon, the data would be pushed to a cloud platform where near-real-time data transformations would be done and delivered to a dashboard for visualization. The same data would be persisted for batch processing and leveraged machine learning to gain insights.

The proposed solution architecture...

lock icon The rest of the chapter is locked
Register for a free Packt account to unlock a world of extra content!
A free Packt account unlocks extra newsletters, articles, discounted offers, and much more. Start advancing your knowledge today.
Unlock this book and the full library FREE for 7 days
Get unlimited access to 7000+ expert-authored eBooks and videos courses covering every tech area you can think of
Renews at $15.99/month. Cancel anytime}