Spark Operations Cookbook: Solving the Practical Challenges of Spark Implementation
| Author | : | |
| Rating | : | 4.30 (992 Votes) |
| Asin | : | 1491971584 |
| Format Type | : | paperback |
| Number of Pages | : | 200 Pages |
| Publish Date | : | 2013-02-11 |
| Language | : | English |
DESCRIPTION:
About the AuthorNeelesh Srinivas Salian is a customer operations engineer at Cloudera, where he supports YARN, Spark, MapReduce, and Kafka. He holds a bachelor’s degree in engineering from the University of Mumbai, India, and a master’s in computer science from North Carolina State University with a focus on cloud computing.
The Apache Spark cluster computing system aims to make data analytics fast—both fast to run and fast to write. This practical cookbook contains recipes solving the most common problems that Spark users face. But as powerful and useful as Spark is for distributed systems, there are many issues that may occur during implementation. Author Neelesh Srinivas Salian, a customer operations engineer at Cloudera, has seen all things that can go wrong in the code for Spark applications.Data engineers, system administrators, architects will learn recipes for debugging common and unexpected problems that occur during key phases of Spark implementation on large distributed system environments. From setting up your cluster to running your first application, submitting to a cluster, understanding storage needs, and handling security and monitoring metrics, this book is your guide to facing any Spark operations issue.Learn an approach to debugging Spark from the perspective of improving business logic implementationUnderstand the nuances of Spark’s components, including Spark Core, Spark Streaming, SparkSQL, and MLLibGet an entire chapter devoted to Spark security—an emerging and vital topic
Neelesh Srinivas Salian is a customer operations engineer at Cloudera, where he supports YARN, Spark, MapReduce, and Kafka. He holds a bachelor’s degree in engineering from the University of Mumbai, India, and a master’s in computer science from North Carolina State University with a focu