![]() CLOUDAPP PANDORA FULLUsually Okta has had the integration available for testing within a couple of days with full production availability in a week or two, he said. ![]() IT managers can also use Okta to easily delete user permissions when employees leave the company or change jobs. That capability was of major interest to Doyle. While his IT department manages most of the cloud services employees use, a couple are administered by different departments. While IT had a process for deleting accounts for employees who left the company, sometimes the administrators in other departments wouldn't do the same. That meant someone who had left the company could have potentially accessed sensitive data, depending on the applications the employee was using. "That was the real security hole I wanted to plug," Doyle said. In addition, Okta shows IT administrators if employees are actually using individual services. That can help IT departments keep costs down by eliminating subscriptions for people who aren't using services. "For me, one of the most important things is managing adoption early in the process," he said. If you see a new user log in who hasn't before, you can send an e-mail or pick up the phone and say, 'did it go OK.'" "If you have good visibility into who's logging in and when, it's good data to have but it also gives you the opportunity to reach out to people. While some of the hosted applications Enterasys uses offer that kind of user data, some don't. Plus, Okta offers it all from a centralized location. The Okta service also warns IT administrators about potential security issues, such as when someone tries to log in but fails a certain number of times. Okta is initially focusing on companies with up to around 1,000 employees but expects to grow to accommodate large enterprises, McKinnon said. Pandora Media has a data management challenge - a huge one.The service costs US$12 per user per month.įor Doyle, because Okta uses Active Directory, it serves as an important tool to unite cloud-based and on-premise apps. But behind the scenes, at Pandora’s headquarters in Oakland, Calif., is a massive data cluster running in the company’s data center.Īnd it’s solving it in the cloud.Ĭasual fans of the music and entertainment streaming service Pandora know it as a great way to access their favorite songs and other content while discovering new artists. Many are beginning to use insights from their data to make business decisions and drive customer experiences. But since its founding in 2005, Pandora has made data the very heart and soul of its business. “The core of Pandora is personalization,” explained Brett Uyeshiro, the company’s vice president of platform services, speaking at Google Cloud Next ’19. “The idea of Pandora is you can have a laid-back experience. You give us some cues, and we program a continuous stream of content for you, whether it’s music or nonmusic content like podcasts or comedy. And at the heart of this personalization is our data analytics system. Uyeshiro spoke Wednesay at the massive conference for developers and other users of the Google Cloud Platform, which has attracted 30,000 attendees to San Francisco and concludes April 11. How Pandora Manages Data From 68 Million Users SEE MORE: Get help sorting through the dizzying array of cloud and on-premises computing options. To date, Pandora has created 13 billion stations for its users, who listen to its content on more than 2,000 different types of devices and generate feedback for the company by giving a digital thumbs up or down to whatever they’re hearing. ![]() Pandora uses that feedback to recommend additional content that users might enjoy. ![]() Pandora has received and managed roughly 90 billion of these unique feedback points in its history. To make Pandora work for its 68 million users around the world, its army of engineers and data scientists conduct nonstop analytics on the 7 petabytes of data it has running on 2,700 data nodes. It’s a massive undertaking that continues to get bigger as the weeks roll by and Pandora attracts more users and more data, and as it grows its services. “And we’ve grown on-prem quite a bit,” Uyeshiro explained. “Every year we’ve had growth - more engineers, more data scientists, all working on a stable cluster. We have one production cluster that runs everything at Pandora. ![]()
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