Category: Analytics

Are you struggling to diagnose video streaming issues across your content delivery network (CDN)? Video streaming operators often spend hours analyzing complex log data to identify and resolve playback problems that impact the user experience. We will show you how to build an intelligent monitoring solution that combines Common Media Client Data (CMCD) with the […]

This blog is co-authored by Brent Evans, Gergely Jahn, Alex Manning, and Marco Lorenzi, from Sony Sports Businesses. The world of professional sports has entered a new era where continuous data streams power every aspect of the game from officiating to fan engagement. The real-time tracking technology of Hawk-Eye Innovations, a Sony-owned company and AWS […]

Ensuring you have reliable video capture and storage when one of your recording devices fails or loses connectivity remains a challenge. We will demonstrate how to build a resilient video streaming solution using Amazon Kinesis Video Streams to automatically back up video to Amazon Simple Storage Service (Amazon S3). It will verify footage is not […]

This blog post was co-authored by Luc Eluère, Data Scientist, Sported Solutions AG and Joshua Bär, Product Owner, Sportec Solutions AG. In football, there are moments that define matches—periods when one team seizes control and the momentum shifts decisively in their favor. Picture the relentless attacking waves of Bayern München during their dominant phases, such […]

Modern broadcast and streaming operations face unprecedented challenges in maintaining professional-grade audio quality while scaling to meet growing content demands. Traditional hardware-based monitoring solutions struggle to be flexible and cost-effective, as well as meet geographic distribution required for today’s cloud-first media workflows. Audio quality control (QC)—from loudness compliance to real-time stream analysis—has become increasingly complex […]

This blog is co-authored by Abbie Lin, Assistant Manager, KKBOX. KKBOX, the leading music streaming platform in Taiwan and across Asia, is using Amazon Personalize to elevate its recommendation engine—delivering more relevant, diverse content with less operational overhead. Serving over 12 million users across Taiwan, Hong Kong, Japan, and Singapore, KKBOX aims to deepen user […]

In the high-stakes world of NASCAR, fuel management can make the difference between victory and defeat. Recent races have demonstrated how critical fuel calculations are, with multiple top drivers experiencing last-minute fuel shortages, dramatically altering race outcomes. NASCAR broadcasts have historically provided limited visibility into fuel consumption—one of racing’s most crucial strategic elements. While announcers […]

Your streaming content is taking off, viewership is soaring and ad revenue is increasing. However, the costs of monitoring all those streaming sessions, and remaining operational, are also increasing. Sound familiar? Streaming services face this challenge every day as they scale their server-side ad insertion (SSAI) streaming operations. We are excited to share how Amazon […]

This post is co-authored by Lewis James, Senior Data Scientist at Reach plc and Dan Taffler, Group Director of Data and Analytics at Reach plc. News occurs at breakneck speeds. Publishers need to constantly evaluate and innovate business processes to accelerate the process of publishing—from initiation to publication. Changing this became one publisher’s mission—creating their […]

Football is about passion and broadcasters use storytelling to transmit their football passion to the fans. Every moment, or insight, of a match could turn into an iconic story. Being able to extract meaningful insights from football’s ever-growing data landscape continues to intensify. Capturing event data for significant moments in the game (such as shots, […]