The content management and sharing platform

employs Wavefront to understand

the health of all the company’s infrastructure and services.


Box offers a modern content and collaboration platform that allows its 41 million users to collaborate from anywhere, on any device.  More than 54,000 businesses use the service, including 55% of the Fortune 500.  As companies in diverse industries transition content to the cloud, Box is scaling to meet the demand for syncing and sharing files quickly and securely.  The firm went public in January 2015.

The Challenge

Box’s customers count on fast upload speeds, site reliability, and quick resolutions to any issues that emerge. The firm was already using an open-source, metric-based data analytics platform to monitor performance. However, it proved unreliable and was becoming expensive for Box to scale and maintain. Box was also using a log-based platform, but it was slower and could only support limited queries once problems had already arisen. Box needed a data analytics platform that would allow it to monitor all of its infrastructure and services reliably and get alerted to problems in real time.

The Solution

After Box adopted Wavefront, it became the go-to tool for development and operations engineers to understand the health of all the company’s infrastructure and services. Within four months, the entire engineering team was leveraging Wavefront. Now hundreds of engineers use the platform daily for managing application performance, troubleshooting, monitoring production and collecting business metrics.

During a trial of Wavefront’s product, Box requested a feature that would enable doing grouping by dimension rather than by host, as they continually re-provisioned the underlying infrastructure. Wavefront added the capability in three days. “That helped build a lot of confidence in strong support from Wavefront for our needs,” says Pierre-Alexandre Masse, Box’s engineering director.

The Results

To gain a more refined understanding of service-level agreements, Box created dashboards across 40 core services that showed compliance and error rates in real time. Setting up and fine-tuning an alert now took seconds, compared to minutes or hours with other platforms, Masse says. As a result, individual teams could customize alerts and add more of them, improving reliability. Through an automated process, Box rolled up the data from each service and pushed it back into Wavefront as a new metric. A global view into whether Box was meeting service-level agreements could easily be shared among multiple users. In all, Box uses hundreds of dashboards and 728 alerts to learn about problems as or before they arise.

The ease of visualizing and exploring data has helped Box’s engineers make discoveries regarding usage patterns and optimize infrastructure. For example, they were able to see that some data they were collecting was not useful and to observe previously unknown drops in data rates. Thanks to reliance on real-time metrics rather than standard log queries, Wavefront has allowed Box to improve application development speed, diagnose live site issues, and predict failures ahead of time. And Masse believes Wavefront will continue to be a core support for Box as it grows: “We have full confidence that Wavefront will be able to scale along with Box both in dealing with more data and more users.”

Wavefront gives us very quick insights and the best query language we could find to really explore our data and understand it,” Masse says. “As we rely on data and metrics to make our decisions, this makes Wavefront now an essential and indispensable part of our day-to-day operations.

Pierre-Alexandre MasseBox Engineering Director