Reader small image

You're reading from  Mastering DynamoDB

Product typeBook
Published inAug 2014
PublisherPackt
ISBN-139781783551958
Edition1st Edition
Concepts
Right arrow
Author (1)
Tanmay Deshpande
Tanmay Deshpande
author image
Tanmay Deshpande

Tanmay Deshpande is a Hadoop and big data evangelist. He currently works with Schlumberger as a Big Data Architect in Pune, India. He has interest in a wide range of technologies, such as Hadoop, Hive, Pig, NoSQL databases, Mahout, Sqoop, Java, cloud computing, and so on. He has vast experience in application development in various domains, such as oil and gas, finance, telecom, manufacturing, security, and retail. He enjoys solving machine-learning problems and spends his time reading anything that he can get his hands on. He has great interest in open source technologies and has been promoting them through his talks. Before Schlumberger, he worked with Symantec, Lumiata, and Infosys. Through his innovative thinking and dynamic leadership, he has successfully completed various projects. He regularly blogs on his website http://hadooptutorials.co.in. You can connect with him on LinkedIn at https://www.linkedin.com/in/deshpandetanmay/. He has also authored Mastering DynamoDB, published in August 2014, DynamoDB Cookbook, published in September 2015, Hadoop Real World Solutions Cookbook-Second Edition, published in March 2016, Hadoop: Data Processing and Modelling, published in August, 2016, and Hadoop Blueprints, published in September 2016, all by Packt Publishing.
Read more about Tanmay Deshpande

Right arrow

Query and scan best practices


Query and scan, as we know, are heavy operations and mostly deal with read capacity units provisioned for the particular table. It is very important to take care of even distribution of load considering that the read capacity units get utilized properly. Here are some best practices that you should follow in order to avoid getting exceptions about exceeding provisioned throughput.

Maintaining even read activity

We know that a scan operation fetches 1 MB of data for a single request per page. We also know that an eventually consistent read operation consumes two 4 KB read capacity units per second. This means that a single scan operation costs (1 MB / 4 KB items / two eventually consistent reads) = 128 reads, which would be quite high if you have set your provisioned throughput very low. This sudden burst of data would cause throttling of the provisioned throughput for the given table. Also, meanwhile, if you get a very important request, that request would get...

lock icon
The rest of the page is locked
Previous PageNext Page
You have been reading a chapter from
Mastering DynamoDB
Published in: Aug 2014Publisher: PacktISBN-13: 9781783551958

Author (1)

author image
Tanmay Deshpande

Tanmay Deshpande is a Hadoop and big data evangelist. He currently works with Schlumberger as a Big Data Architect in Pune, India. He has interest in a wide range of technologies, such as Hadoop, Hive, Pig, NoSQL databases, Mahout, Sqoop, Java, cloud computing, and so on. He has vast experience in application development in various domains, such as oil and gas, finance, telecom, manufacturing, security, and retail. He enjoys solving machine-learning problems and spends his time reading anything that he can get his hands on. He has great interest in open source technologies and has been promoting them through his talks. Before Schlumberger, he worked with Symantec, Lumiata, and Infosys. Through his innovative thinking and dynamic leadership, he has successfully completed various projects. He regularly blogs on his website http://hadooptutorials.co.in. You can connect with him on LinkedIn at https://www.linkedin.com/in/deshpandetanmay/. He has also authored Mastering DynamoDB, published in August 2014, DynamoDB Cookbook, published in September 2015, Hadoop Real World Solutions Cookbook-Second Edition, published in March 2016, Hadoop: Data Processing and Modelling, published in August, 2016, and Hadoop Blueprints, published in September 2016, all by Packt Publishing.
Read more about Tanmay Deshpande