article thumbnail

Towards optimal experimentation in online systems

The Unofficial Google Data Science Blog

the weight given to Likes in our video recommendation algorithm) while $Y$ is a vector of outcome measures such as different metrics of user experience (e.g., Taking measurements at parameter settings further from control parameter settings leads to a lower variance estimate of the slope of the line relating the metric to the parameter.

article thumbnail

Monitor and optimize cost on AWS Glue for Apache Spark

AWS Big Data

One of the most common questions we get from customers is how to effectively monitor and optimize costs on AWS Glue for Spark. In this post, we demonstrate a tactical approach to help you manage and reduce cost through monitoring and optimization techniques on top of your AWS Glue workloads. includes the new optimized Apache Spark 3.3.0

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

Optimizing Your IT Budget While Running a Data-Centric Company

Smart Data Collective

This blog post will explore 5 ways to make the most of your IT budget while creating a data strategy in 2022. #1 One of the biggest ways to make the most of your IT budget in 2022 is through network infrastructure upgrades. Finally, one of the best ways to make the most of your IT budget in 2022 is by creating a data-centric culture.

article thumbnail

IP Scores Are Crucial to the Future of Data Security in 2022

Smart Data Collective

You must appreciate the risks of possible data breaches and take appropriate measures to prevent them. They are everywhere, from a refrigerator that can keep its own shopping list or a vacuum cleaner that can map your home to optimize its cleaning process to watches that can monitor your health or sleep patterns.

Risk 78
article thumbnail

5 ways to maximize your cloud investment

CIO Business Intelligence

Optimizing cloud investments requires close collaboration with the rest of the business to understand current and future needs, building effective FinOps teams, partnering with providers, and ongoing monitoring of key performance metrics. You worry you don’t have enough capacity, so you overprovision,” he says.

article thumbnail

AWS hopes for a savior in AI as revenue growth continues to slow

CIO Business Intelligence

Revenue growth at Amazon’s cloud computing division, Amazon Web Services, continued to slow in the second quarter of fiscal year 2023 as enterprises pressed on with their cost-cutting measures. For the third and second quarter of 2022, AWS reported that its business grew by 27.5% and 33% respectively.

article thumbnail

AWS growth slows further by persistent macroeconomic uncertainty

CIO Business Intelligence

Revenue growth at Amazon’s cloud computing division, Amazon Web Services, continued to slow in the fourth quarter as enterprises advanced their cost-cutting measures, brought on by uncertain macroeconomic environment. billion in Q4 2022, this growth rate is slower compared to the 27.5% and 33% growth seen in Q3 and Q2 respectively.