By: Sofie Feeney, Regional Leader for Northern Europe at Cisco ThousandEyes
A data driven approach to optimize live sport streaming
Broadcasters have long been awake to the issues of a break in programming or transmission.
Dead air – when silence is mistakenly broadcast instead of regular content – continues to cause maximum discomfort for traditional TV and radio broadcasters, not least because in those crucial seconds of nothingness, people have the chance (and propensity) to switch, either elsewhere or off.
In online streaming, the equivalent experience is glitches – in either network or backend services – that manifest as streams that pixelate, break up, excessively buffer or stop working altogether.
How important those lost seconds or minutes are to a stream depends a lot on the nature of the event. In live sports, an untimely glitch can be the difference between seeing a world record being made, and not.
Visibility into ephemeral connections
Within a live sports broadcast, not all minutes are equal. Proportionally, a minute in the context of the Olympics 100-meter dash carries more weight than a minute in a 90-minute football game.
In the dash, a lost minute could mean missing out on the color commentary preamble as well as the 10-second race in its entirety; in a 90-minute game, the best case scenario is the loss of a comparatively speaking uneventful passage of play.
The exception to that is when a lost minute of the 90-minute game contains a clutch play: where a crucial score is made or a controversial penalty is awarded. Then, that minute is just as important to the broadcast as the one that contains the 100-meter dash final.
The challenge for a streaming provider is that it’s impossible to know ahead of time, of course, with any certainty, which minutes of a live broadcast will be the most crucial: so there’s a need to treat every minute as critical.
One thing that can help streamers – and the service providers that carry streams to customers – is to become more data-driven in their approach, using visibility to understand the ephemeral nature of the connection between the broadcast site and end user audience at any point in time.
This understanding is helpful to make more informed calls that can optimize the streaming experience, such as performing dynamic resource allocation and routing of streams, based on how the live event plays out.
Predicting the Internet path
Top sports streaming providers are increasingly tapping into software agents at different points in the content delivery chain to understand how the stream looks as it makes its way to the consumer.
These software agents can run at the live site, where microwave or satellite links are used to relay content back to a central transmission coordination center; in the data center and cloud, tracing the path content takes as it is sent to a content delivery network (CDN) for onward distribution; and inside consumers’ homes, right up to the point the content reaches the end user’s modem or smart TV.
At all of these different points (hops) in the digital delivery chain, latency and delay can be measured, providing an indication of how the ultimate streaming experience is landing, and whether a performance bottleneck exists that needs to be investigated further.
Visibility and measurement is particularly important wherever content moves off private network links and onto the public Internet. The nature of the Internet and of the underlying network infrastructure means that available paths for traffic are always evolving and constantly changing. Every time a live stream happens, it is likely to encounter a different set of ambient conditions and take a slightly different path to reach the end user.
The predictability of that path depends on how much intelligence the sport or live streaming provider has about it. The greater the visibility, the more predictable the path to the end user is, since the provider can make conscious choices about which network providers they partner with, based on a solid understanding of how each routes or re-routes traffic in a variety of circumstances. It also makes identification of a fault domain easier, in the event a performance bottleneck is identified that requires remediation while the stream is happening.
The best-placed live sports streaming providers are able to validate underlying network conditions before they go live with a broadcast. By setting up tests that show how a stream would perform for different users in different geographic locations, they can be best positioned to understand what is happening ahead of time. They also have a reference point that they can track performance against for the duration of the streaming event.
SIOS Technology Wins Prestigious Industry Awards for High Availability Solutions
Posted in Commentary with tags SIOS Technology on August 26, 2025 by itnerdSIOS Technology Corp. today announced that its flagship product, SIOS LifeKeeper for Linux version 9.9.0, has received two distinguished industry honors recognizing its innovation and leadership in business technology solutions.
SIOS LifeKeeper for Linux was named a Gold Stevie® Award winner in the 2025 American Business Awards® in the Business Technology – Softwarecategory. The American Business Awards are the premier business awards program in the U.S., honoring organizations for outstanding achievement and innovation across industries.
In addition, SIOS LifeKeeper for Linux earned a Silver Titan Business Award in the Business Technology Solutions – Business Continuity Solution category. The Titan Awards celebrate excellence in enterprise products and solutions that drive organizational resilience, agility, and digital transformation.
SIOS LifeKeeper for Linux delivers comprehensive HA/DR protection for both physical and virtual Linux environments, enabling enterprises to safeguard critical workloads with intelligent application-aware monitoring, fast failover, and seamless recovery. Version 9.9.0 introduced significant enhancements, including expanded support for leading enterprise applications, improved automation, and deeper integration with cloud and hybrid IT environments.
With these wins, SIOS continues its long-standing leadership in high availability and resilience technology, helping enterprises worldwide reduce downtime, simplify operations, and achieve business continuity.
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