Optimizing Video Streaming CDN Architecture for Cost Reduction and Enhanced Streaming Performance

In a world where flawless video streaming is the expectation, providers are faced with the challenge of optimizing their Content Delivery Network (CDN) architecture for both performance and cost savings. With global streaming on the rise, the need for efficient CDN strategies has never been greater. This blog delves into the core components of video streaming, explores the critical factors affecting performance, and unveils a game-changing Multi-CDN strategy that can reduce operational costs by up to 40%. Discover how to ensure seamless streaming and stay ahead in the ever-evolving landscape of online video content delivery.

By
Roei Hazout
Published
Sep 20, 2023

Remember when we could stream without thinking about optimizations? Those days are long gone. Now, with viewers all over the world expecting flawless and high-definition streaming, video providers have their work cut out for them. They need to deliver impeccable performance without breaking the bank.

According to recent industry statistics, global streaming has seen an uptick of 30% in the past year, underscoring the importance of efficient CDN architecture strategies. This is where a well-architected Content Delivery Network (CDN) shines. Performing steps like switching from a single-CDN setup to a multi-CDN or separating strategies for content types can make the benefits twofold! 

The goal is to boost the pitfalls of network disruptions and vendor dependencies, all while pocketing cost savings. Let’s analyze how you can achieve this win-win as effectively as possible!

What Comprises Video Streaming - Traffic Characteristics

With the emphasis on a high-quality streaming experience, the optimization starts from the very core. Fundamentally, internet traffic can be broadly categorized into static and dynamic content. 

A video, being a digital asset, is also based on these two parts. Yes, it’s a single file, but that’s not how it’s stored on the internet. It has its encoding, metadata, and, in specific cases, user profiles as well. 

Movies and TV shows, which constitute 29% of the content, are expected to grow at a CAGR of 15% over the next five years, driving the need for robust CDN infrastructures.

Static content vs dynmic content in video streaming services

Static Part

The major bulk of data transfer in video streaming is static content. It doesn’t change very often and is generally not affected by user sessions. Given its unchanging nature, static content is ideal for caching. 

Once fetched, it can be stored closer to the user in a Content Delivery Network (CDN) for faster access in future requests, and since the content is static, we don’t really need to employ specialized security measures like a Web Application Firewall (WAF), or load balancing. 

Think of a Netflix episode; it has the following unchanging components:

  • Video: As per NPAW’s survey, movies/TV shows alone constitute 29% of the delivered content. 
  • Images: Thumbnails, banners, and other visuals associated with the video content.
  • Video Title & Description: The text describing the episode, or the video - along with the title, is generally also packaged within the metadata.

    Yes, these might change based on localization settings, but in terms of storage, it’s still a completely baked cookie that the server can choose to serve or not serve.

Whenever a user clicks on an episode, these bits remain unchanged. Yes, a person in France might not get the same version of Netflix as a person in Canada, but we need to remember that’s fundamentally a different video in terms of actual storage. 

Dynamic Part

This is where it gets tricky: the dynamic part of video streaming adapts based on user interactions, settings, or other real-time factors. 

This type of traffic originates directly from the server, making it more challenging to handle due to latency and server load considerations; it’s hard but not impossible. 

Since we’re dealing with content that’s both user-specific and real-time, the security measures need to be rigorous. 

Let’s go back to Netflix for a second; here is what this dynamic part usually holds:

  • Recommendation Engine: Tailored suggestions based on the user’s behavior and viewing history. 
  • Login & Authentication: Systems that verify user credentials and maintain session-specific data. 

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Performance Overview: The Key Players in Seamless Streaming

With the ever-growing demand for high-quality streaming, understanding these core components is indispensable. 

We want to deliver an exceptional viewing experience, and these players are the ones we need to focus on to realize that vision!

1. Bandwidth

Imagine the internet as a ramified web of pipelines, each varying in size. Bandwidth essentially refers to the diameter of these pipelines, dictating the volume of data they can hold simultaneously. 

Now, attempting to pump a river’s worth of water through a garden hose is not feasible, right? Only overflow will await you. 

Similarly, when streaming a video, particularly higher resolutions like 4k and 8k, the demand on these pipelines increases exponentially!

Video transfer by quality

This is mainly because video files are notably bulkier than a simple text-based API request, which, in comparison, would be more like a droplet than an entire river. 

Now, let's delve a little deeper. Consider this: if your bandwidth is 4 MB per second and you're trying to watch a video where each second of footage is 12 MB, then you'd need to wait 3 seconds just to watch that initial second of the video. 

This lag can be a real buzzkill, and nobody wants to experience choppy videos. This example clearly illustrates that the bandwidth should be larger than the user's consumption rate, ensuring the video downloads faster than the rate at which it's being watched.

Therefore, ensuring decent bandwidth should be your main focus. In fact, studies show that the quality of a video stream, mirrored by its bitrate, has a pivotal role in the viewer’s experience. 

The saying goes, the clearer the stream (higher bitrate), the broader the bandwidth required!

2. Buffering

Time to slightly shift our perspective; now, think of a dam built on a river, storing water before releasing it downstream. This is what buffering means in terms of video streaming. 

As you engage with a video, it doesn’t stream in real time from the source. Instead, the player downloads and stores small segments of the video, playing one while simultaneously downloading subsequent parts. 

This temporary storage acts as a buffer, ensuring that even if there are interruptions in data flow (like a dry riverbed), the video keeps playing from the stored memory. 

You can also think of it as if the video is playing into the future, and your browser is just playing catch-up. All the difficulties are being encountered in the future, and by the time they reach you, there are no particular issues. 

However, should the reservoir run empty before the next segment is downloaded, we get to face the dreaded pause, known as rebuffering. Research shows that at least 35% of providers consider the buffering issues their main QoE when it comes to video streaming. 

Statistics reveal that a 1% improvement in latency can lead to a 3% increase in viewer engagement, highlighting its significance in live content delivery.

3. HLS (HTTP Live Streaming)

Imagine going to a cinema where the movie can adapt to your glasses. Those with perfect vision get to watch the movie in ultra-high definition, while others with not-so-perfect eyesight get a version that suits their visual needs - ensuring everyone has a clear and uninterrupted viewing experience.

This is essentially how HLS works. HLS ensures users get the optimal video quality based on their internet performance. Instead of solely offering a 4K video stream, which demands a high bandwidth, HLS creates several versions of the same video at varying qualities. 

HLS dissects video and audio content into bite-sized chunks, delivering them in a sequence. However, what sets HLS apart is its adaptability. This way, even if a user desires to watch in 4K but lacks the necessary network resources, HLS steps in to offer a lower-quality version. The principle is straightforward: It's better for the user to watch a smooth stream in slightly reduced quality than to suffer buffering or miss out entirely.

Depending on the viewer’s internet bandwidth, HLS dynamically adjusts, delivering higher-quality segments when the connection is robust and lower-quality ones when it's not. 

This ensures a consistent viewing experience, irrespective of the internet speed or quality. This is especially true for live content, where immediacy is important. Developed by none other than Apple, HLS is vital in minimizing delays, known in the tech world as latency!

When streaming a live event on Netflix, such as a concert or a sports match, HLS ensures that viewers with varying internet speeds all get an optimal experience. Whether you're on a high-speed connection or a slower one, the stream adapts, thanks to technologies like HLS.

Video Streaming Challenges in Cost and Performance

Video Streaming Challenges in Cost and Performance

Unlike the fleeting world of eCommerce, where milliseconds can decide the fate of a transaction, video streaming is a more patient entity. 

However, that doesn’t mean this patience is limitless, and expecting your users to wait multiple seconds is the difference between good video streaming and bad video streaming. This is a fine line where all the challenges lie.

Performance Dilemmas

Before jumping right in, let’s first differentiate between the insignificant and the significant. A slight miss, measured in milliseconds, is like throwing a rock in an ocean – hardly noticeable.

However, when this disruption stretches into seconds, it becomes a roadblock, causing the video to lag and pause. This kind of latency is a rupture in the viewer’s immersion, a tear in the fabric of the story they’re engrossed in.  

You're at the climax of a gripping Netflix thriller, and suddenly the video stucks. A disruption of just a few seconds can break the immersion, making you more aware of the streaming process than the story itself.

This is why, while milliseconds might be inconsequential, seconds is the boundary one should not cross, or it goes from smooth streaming transitions into a disjointed experience. 

The Price of Perfection

Videos, with their details and high resolutions, are hefty digital assets. These are not mere letters being passed around but rather novels with lots of volumes, rich in content and complexity. 

Delivering this kind of content reliably and quickly requires more than just a shoddy infrastructure, and this is where Content Delivery Networks (CDNs) come into play. 

Serving as the roads for these stories, CDNs ensure that the content reaches its audience promptly and efficiently. But quality comes at a cost, and the very nature of video streaming, with its large file sizes, means CDNs, while offering unparalleled performance, also bring along a significant price tag. 

Think of it like an artist painting a mural. The larger and more detailed the mural, the more time it requires. Similarly, the richer the video content, the more resources it demands, both in terms of performance and cost!

Crafting Cost-Effective Video Streaming: The Multi-CDN Strategy

Crafting Cost-Effective Video Streaming

As the demand for near-perfect streaming quality grows, the strategic approach to content delivery is evolving in tandem. 

With 75% of video providers either already embracing multi-CDN strategies or planning to do so, it’s evident that the industry is mostly geared up for the change.

Market forecasts suggest that by adopting Multi-CDN strategies, providers can potentially save up to 25% in operational costs over a 3-year period, leading to more competitive CDN pricing options.

Splitting Dynamic and Static Traffic

One of the hidden costs of video streaming arises from security services. Every piece of content, be it static or dynamic, passing through these services incurs a charge. But what if we could streamline this?

With the option to use multiple CDNs, you can select the areas you want to focus on, all while saving a pretty penny in the process. 

Remember how we talked about static and dynamic parts of a video? These can be cached – much more effectively than what’s usually used:

Standard CDNs for Static Content:

The very nature of video streaming makes its traffic relatively straightforward to manage. The majority of the content, being static, does not need advanced services. 

This is where standard CDNs come into the picture. Built to handle vast amounts of uniform content efficiently, they can offer competitive pricing models. 

By channeling static video content through these networks, you can avail of their cost-effective structures. The result? A significant reduction in overall expenses!

Premium CDNs for Dynamic Content:

Now, dynamic content, with its ever-changing nature, requires a more nuanced approach. It’s complex, demands real-time adaptability, and is inherently more complex to deliver. 

Premium CDNs, with their advanced capabilities, are tailored for this very purpose. They can adeptly manage the details of dynamic content, ensuring smooth delivery without any hitches. 

Thus, it’s logical to reserve the premium CDNs for this task, ensuring that the more challenging content gets the top-tier treatment it demands. 

Volume Commitments

The sheer volume of data that video streaming companies handle is surprising, often ranging between 15 to 60 PetaBytes monthly. 

With such high volumes, there’s a unique advantage at their disposal: the power of commitment. 

By forecasting and committing to, say, 70% of their data needs well in advance, companies can enter into favorable agreements with CDN providers. 

This proactive approach allows them to negotiate better rates, leveraging their data volume to drive down costs. 

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Enhancing Video Streaming Performance

A few seconds of buffering can mean the difference between retaining a viewer or losing them forever. 

So, how can we achieve seamless streaming without a miss? 

Let's delve deep into the strategies that promise optimal performance.

1. Client-Side Multi-CDN Switching

Every video streaming platform employs a player, a sophisticated piece of software designed to decode and display the video content. But modern players are more than just passive display tools; they're the nerve center of streaming.

Equipped with the capability to gauge network conditions, these players can make real-time decisions. If one Content Delivery Network (CDN) starts underperforming, the player can autonomously decide to switch to another CDN, ensuring uninterrupted streaming.

This decision-making prowess, rooted in real-time data, ensures a seamless viewing experience.

2. Read-Ahead Functionality

Imagine reading a book, and just as you're about to turn the page, someone hands you the next chapter. That's precisely what the Read-Ahead functionality achieves for video streaming. 

The CDN, using predictive algorithms, anticipates the player's next request and pre-fetches the subsequent part of the video. 

By the time the player needs it, the content is already cached and ready to go. This proactive approach eliminates potential buffering pauses, ensuring a smooth playback.

3. CDN's Transcoding Capabilities

Visual redundancy is a common element in videos. Consider watching a news anchor speaking against a static background (a blue sky, perhaps). Do we need to re-render that background in every frame? Not really.

Transcoding capitalizes on this by intelligently compressing videos. It identifies and removes redundant visual data, significantly reducing the file size without compromising the viewing experience. 

Using our earlier example, the static blue sky can be rendered once and then referenced in subsequent frames, eliminating the need to transmit that information repeatedly. The result? Faster streaming and reduced data usage.

4. Performance Monitoring

Consistency is the key to optimal video streaming. But how do we ensure that a CDN always performs at its peak? Enter performance monitoring.

By constantly sampling and assessing CDN performance across various geographical regions, providers can gain a comprehensive overview. 

If a particular CDN's performance drops, causing the player to downgrade video quality, immediate action can be taken. This can involve rerouting traffic, adjusting server loads, or even switching to a different CDN. The end goal is simple: deliver the highest quality stream to every viewer, every time.

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IO River Kicks In As The Vanguard

We're revolutionizing how streaming providers use Multi-CDN strategies with our advanced Virtual Edge technology. As global streaming viewership is expected to rise by 40% by 2025, the importance of Multi-CDN can't be understated.

IO River believes in variety: Why choose one option when you can have a combination? Our tech allows you to merge the best of standard and premium CDNs, offering unmatched flexibility, especially in cost. But saving money doesn't mean cutting quality. 

Our advanced auto-polio algorithm ensures top Quality of Service (QoS) while being cost-effective.

A Success in Practice

IO River's technology is proven, not just theoretical. A customer shifted their CloudFront Price Class and faced unexpected latency issues, especially in South America. 

With IO River, they quickly identified and fixed the issue, ensuring great streaming quality while enjoying the cost benefits of their new Price Class.

Conclusion

In essence, the rise in video streaming demands advanced CDN optimizations. Multi-CDN strategies offer up to 25% cost reductions while maintaining high quality. 

Essential optimizations revolve around understanding static and dynamic content, ensuring ample bandwidth, minimizing buffering, and leveraging tools like HLS for adaptable streaming.

Innovations like IO River's Virtual Edge technology highlight the future of efficient, top-tier streaming.