Lions & Tigers & Millions of Files… Oh My!

When organizations are faced with the challenge of migrating a large volume of data, there are many considerations that have to be taken into account. It may not be as simple a problem to solve as you might think. Many questions need to be answered to figure out the best way forward.

  • How much data is being transferred?
  • What is the distance to the transfer location?
  • Will it be over public internet?
  • How much bandwidth will be needed?
  • Are the source files on local storage, or network storage?
  • What protocols are being used to read the files, and to send the files?
  • How much time is allocated for the migration?
  • Is there sufficient storage capacity at the destination, and if it’s on the cloud are there cost considerations?
  • Are the files destined for object storage or file based storage?
  • Are there firewall considerations? Is it for archival, or is frequent access required?

Once these questions are reviewed, there are many variables at play, and obviously many different permutations of these variables. Transfer tools typically have a limited number of skill-sets. Some are useful for ad-hoc transfers, transferring a few files up to a few thousand. There are certain technical tools that are proficient at transfer automation, as well as tools that are capable of integrating cloud storage, but are actually very slow at data transferring. Synching files is a benefit that some tools have the equivalency of as well. However, there are very few tools that are accomplished enough to master this complete set of skills.

Let’s pretend for a minute that storage capacity is not an issue, bandwidth is available, firewall is setup correctly, and cost structures are calculated and approved. A well oiled file transfer machine… well almost. You still need to consider the volume of data, the storage types and locations involved. All you need to do is start moving the data, right? Not quite.

One of the biggest considerations for choosing file transfer tools when it comes to migrating data, is the volume of files, not the total size of the data. Sending a couple of files that total 1 TB in size is usually no issue for most tools. It’s when you start to deal with millions of files that issues start to materialize.

The quantity of files is one of the biggest problems faced by IT teams trying to migrate data and it is a massive problem for the file transfer tools themselves. As an example, trying to transfer millions of files with a tool that is not designed to handle that volume can lead to severe performance issues, delays in transfers and can even result in the tool hanging indefinitely.

So why is this the case? It’s because most file transfer tools want to know things in advance and aim to present the end user with as much information as possible. In order to calculate how long a transfer will take, how many total files need to be transferred and the total size of all files, it requires all of the file attribute data in advance to perform the required calculations.

In the continuation of this blog we will take a deeper dive into what could be slowing down your file transfers and how to solve the issue.

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The Future of TV Webinar

To Celebrate International Women’s Day, IABM hosted a webinar with Amino, 24i, Bubble Agency, RISE and Women in Streaming Media. In the webinar, we discuss the roles of women in an industry that is under rapid change. What does the Future of TV look like for those creating the content we all crave…and for the consumers demanding it?

Agenda

  • Insight on the Future of TV from Karen Bach, Chairman of the Board, Amino Technologies
  • Panel – The Future of TV Production – from live to post – Moderator: Sadie Groom Founder of RISE_Women in Broadcast
  • Panel – The Future of TV must fulfill consumer expectations – Moderator: Peggy Dau Co-founder Women in Streaming Media

Broadcast and media trends in 2020 – and how can IABM members help?

We asked IABM Global Engaged Partner, Carlos Octavio Queiroz, Head of Architecture and Analytics at Globo in Brazil, to talk us through what’s top of his mind – and action list – for 2020 and beyond. How can IABM members support him as Globo transforms the way it operates in response to the move to direct-to-consumer (DTC)? Carlos’ insights and advice are well worth taking in…

How is the move to direct to consumer models influencing your investment in media technology?

This is our biggest investment in 2020. And to materialise it we are implementing what we call a Digital Hub. It's a mix of technology and business, organised in agile ways of working. Most of our technology investments for 2020 - and for the next couple of years – will be prioritized on this Digital Hub. The Digital Hub, on the technology side, is responsible for developing DTC products. Globo Play OTT is one of these products. We also have games, apps and portals and we have a pipeline of DTC products to deliver over the next year.

An example of one of the game apps is one focused on soccer, called Cartola. The user can create leagues, and select players for each team, and depending on the performance of these players in the real championship, they score points - so it's a competition. You can create your own leagues with your friends and it's something that’s had a lot of traction since soccer is a major sport for us in Brazil.

The Digital Hub is built around the concept of ‘business dollars ‘or value streams. We are not building something in the old way – we’re discussing, deciding, prioritizing and planning digital products with the business teams as part of it. The key metrics are shared between technology and business; the key objective results are not focused on technology, they are things such as increasing subscriptions, increasing...

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Broadcast and media trends in 2020 – and how can IABM members help?

We spoke to IABM Global Engaged Partner, Carlos Miranda Matzumoto, Chief Technology Officer, DISH Mexico, about the business and technology trends he foresees for 2020 and beyond, and how IABM members can help him stay ahead. In a market where not everyone can take a fast internet connection for granted (or even just a connection in many cases), the gallop towards OTT we are seeing in other territories has scarcely entered walking pace yet. In this scenario, Carlos sees the role of Pay-TV players remaining dominant – but only if they embrace the new digital age by transforming from aggregators to integrators. He has valuable insights for how technology vendors can support DISH in this, and how he wants to partner in the coming years. Here’s what he has to say:

Setting the scene

Before moving into the questions, I would like to define a reference because it is important to have a common understanding: is direct to consumer a long-term trend? Is the business model for these “direct to consumer” services mature? Is there any specific role for the Pay-TV operator in this new model?

There are many other important questions to consider, but for the sake of simplicity and the scope of the questions, I will focus only on the three topics mentioned above:

Is direct to consumer a long-term trend? Understanding “direct to consumer” as a network delivering its content B2C is not new. Many years ago, a regular consumer (not necessarily subscriber) with enough tech knowledge and cash was able to install a C band dish at home, connect a couple of devices to it (receiver and decoder with tracking capabilities for different satellites) and enjoy “direct to consumer” programming from different networks; however, Pay-TV had to evolve to a much more complex ecosystem to deliver a sound business for all the parties (content creators, content distributors, service providers, system integrators, among others) and...

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BaM Shop Window™ Case Study: Datavideo

BaM Shop Window™ Case Study: Datavideo

Case study title

The IABM BaM Shop Window is an online resource designed to help end-users source and find out more about the best products and services available in the industry. The portal is free to technology suppliers who wish to list their products and services.

The BaM Shop Window™ is built on IABM’s industry model – The BaM Content Chain®. The BaM Content Chain® is designed to accurately reflect the new structure of the broadcast and media industry and provide a flexible, extensible model to accommodate the fast-changing technology and business environment. The nine content chain segments are: Create, Produce, Manage, Publish, Monetize, Connect, Support, Store and Consume. These segments are then further refined into 315 different sub-categories, allowing broadcast and media technology buyers to drill down to a granular product/service level.

shop trolley 2

The BaM Shop Window™ was created to serve both buyers and suppliers of products in the broadcast and media Industry. Buyers are be able to see all the available products and services logically grouped to provide speedy searching that exposes a wide range of choices. Technology suppliers gain exposure on the largest one-stop product/service shop window in the industry. Since its creation, the BaM Shop Window™ has been searched by over 175,000 end-users, and has generated over 1,500 successful leads. Reflecting IABM’s international reach, these users span the globe, representing 57 different countries to date accessing the BaM Shop Window™. The top users, by country are UK (32.05%), US (15.96%), India (5.36%), Canada (4.68%) and Germany (4.68%). The Asian region is also strongly represented at 28% of visitors.

[infogram id=”a2a652d5-9f53-4115-baef-51a19bdded5e” prefix=”lv0″ format=”interactive” title=”Shop Window Users (Region)”]

IABM Gold Member, Datavideo Technologies, has been an active user of the BaM Shop Window™, uploading a total of 39 products under the Create, Produce, Publish, Support and Store categories. Datavideo is known for its affordable end-to-end workflow solutions for broadcast and A/V applications which include products such as cameras, switchers, encoders, recorders, intercoms, converters, and other key products needed for live video production.

The BaM Shop Window™ satisfies real-world buyer needs, which is exactly what Datavideo are looking for now.

Angela Lin – Marketing Manager, Datavideo Technologies

“The BaM Shop Window™ provides a brand-new idea to offer the buyer a complete archive of products and services available across the broadcast industry” says Datavideo’s Marketing Manager, Angela Lin. “As Datavideo are providing turn-key solutions in live video production, The BaM Shop Window™ is definitely putting us in a very good position to show to buyers our complete solution.”

Datavideo Production Switchers

Datavideo Production Switchers on IABM BaM Shop Window™

Since Datavideo uploaded its products to the IABM BaM Shop Window™ back in August 2019, they have received 5,599 individual searches. They also gained 54 end-users visiting their website with the intention to purchase products. “We’ve received around 1,000 searches each month which is a great amount of exposure,” Lin added.

Part of the success of the BaM Shop Window™ has been down to the implementation of IABM’s Global Engaged Partner Program. This new initiative for users of broadcast & media technology is designed to foster collaboration and engagement across all sides of the industry. End-Users can apply to join this complimentary scheme to receive benefits such as access to business intelligence reports and IABM events. The GEP program has proved to be a great way of getting the message out about the BaM Shop Window™, which has helped many end-users to narrow their searches for suitable products.

IABM will continue to develop the BaM Shop Window™ in 2020, with the aim of further establishing it as the ‘go-to’ destination for end-users in the industry. It will also be enhanced from a supplier’s perspective, with plans for downloadable data-analytics already in motion. Members of IABM will be able to get valuable insights on how their products are performing on the BaM Shop Window™, which will include the number of searches and clicks on every product.

Links:

Access Datavideo’s website here.

Search the BaM Shop Window™ here.

Upload your products and services here.

For any questions regarding the BaM Shop Window™, please email danny.steed@theiabm.org

[infogram id=”018caa82-29ca-4f64-be0c-26a38ccf51a8″ prefix=”zXU” format=”interactive” title=”Shop Stats”]

5 Golden Tips for Choosing a CDN vendor in 2020

A Content Delivery Network (CDN) is a globally distributed network of web servers or Points of Presence (PoP) designed to provide faster and reliable content delivery. If you have a global online user base, a CDN can be of huge help to optimize your users’ digital experience across the world. Choosing a CDN that stays on top of the development of web and mobile technology and the rapidly evolving cybersecurity landscape will enable you to offer the best digital experience while minimizing operational complexity and overhead.

To help you effectively meet the growing user demand on the Internet, we’ve listed out 5 golden tips to help you make an informed decision in choosing your CDN in 2020.

Tip #1: Know your needs and focus on what matters most

Different needs require different solutions. Before evaluating all your CDN options, it is critical to have a thorough examination of the types of content you need to distribute and accelerate. If photo and video content is your bread and butter, you should focus more on the network bandwidth. For personalized and dynamic content, “more POPs” is not perceived as much as an advantage; what matters is the quality of the end-to-end network connectivity, the intelligence of the middle mile, and the optimization of the software stack.

From a user perspective, you should have a good understanding of your user distribution to make sure your provider has extensive coverage in the areas strategically important to you. If one global CDN does not satisfy all your needs in specific regions, which is often the reality, you need to bring in specialized CDNs that can address your needs in selected geo-regions. For example, many CDNs have good coverage in Europe and the United States, where data centers and peering are common. However, very few features robust coverage, in China and Asia, home to the largest online community in the world. If you expect sizable user traffic from that part of the world, it is strategically important to make sure your CDN provider has good network coverage in that region.

We see better results when IT managers talk with their business stakeholders to align on needs and requirements before looking into delivery solutions.

Tip #2: Be an expert of CDN capabilities and performance measurements

CDNs need to continually advance their platform capabilities to help customers fully realize the potential of the Internet, so does your knowledge. To know what is better and possible for your specific use case, it is important to familiarize with the capabilities modern CDNs can offer in 2020. Some key services should include advanced edge logics, image optimizations, API and mobile app acceleration, predictive caching, etc.

When it comes to measuring the performance of the CDN, network latency, availability, and throughput are the three key performance metrics s that you would always need to examine. Network latency measures the time it takes for data to get to its destination across the network; throughput quantifies how much traffic a network pushes at any given time; availability indicates whether a network is online and accessible. It is critical that you do a trial with your chosen CDN provider(s) and perform a comprehensive testing to collect performance data for all key metrics s. It is recommended that you collect performance data continuously for at least 48 hours to include peak and off-peak hours to arrive at an informed conclusion.

Tip #3: Security is the key for 2020

We are living in a world where more than 90,000 websites are hacked every single day. While bots are taking over 52 percent of all Internet traffic, the number of DDoS attacks is anticipated to reach 14.5 million by 2022. Therefore, on top of content delivery, a CDN should be able to block abusive bots, control content spam, improve real-time attack mitigation through large-capacity anti-DDoS scrubbing center and self-learning Web Application Firewall with bot management capability. If you are delivering your content to a market with sophisticated security threats, it is critical that your CDN partner has an advanced security solution to provide complete protection against all sorts of cyber-attacks.

Tip #4: Your business is unique, so the CDN solution should be.

A great CDN is not a cookie-cutter, but a partner capable of providing customized solutions to address customers’ unique challenges. While the majority of CDN providers would claim that they provide customized solutions, the degree to which they can customize varies. The flexibility of their platform architecture can have a big impact on the level of customizability they offer. It is smart to look for a CDN that offers granular control over all aspects of content handling, such as caching rules, cache keys, header and cookie handling, performance optimizations, failover behavior, access control, and edge logic. They should also provide API access to all management and reporting capabilities. Additionally, you may need to find out if a CDN vendor can provide customized token strategy, geo-based content routing, customized delivery map, customized origin integration, and more. A CDN partner who allows you to customize at the edge can bring tremendous value to your business.

Tip #5: Quality Customer Support saves you a ton.

Compromised support quality can cost you a ton. While many CDN providers offer 24/7/365 support, as a savvy customer, it is critical that you ask questions beyond service availability. The right CDN offers teams with a depth of expertise and breadth of experience – teams who have helped design the Internet’s most innovative sites, deliver its biggest events, and mitigate its largest attacks. The right CDN should be able to provide expertly managed delivery, broadcast, and security services with proactive, round-the-globe monitoring and support – giving its customers access to top-flight specialists in web, mobile, streaming, and security whenever and wherever needed . It’s preferable if a CND vendor offers a “flat” support structure so that you don’t have to go through multiple support tiers to get a ticket resolved.

If the 5 tips above have not addressed all your questions, now it is time to ask an expert for advice. At BaishanCloud, we have a team of experts with deep industry experience who are ready to take all your questions regarding cross-border content delivery, edge security, China ICP License and more. Contact us at www.baishancloud.com/contact-us for more information!

Broadcast and media trends in 2020 – and how can IABM members help?

Tom Griffiths, Director of Technology – Content Supply & Distribution | ITV

We spoke to IABM Global Engaged Partner, Tom Griffiths, Director of Technology – Content Supply & Distribution at ITV, about the business and technology trends he foresees for 2020 and beyond, and how IABM members can help him stay ahead. He has plenty of insights on how the relationship between tech vendors and users is changing, and excellent advice for everyone on the supply side on what he’s looking for – and how he wants to partner in the coming years.

How is the move to direct-to-consumer models influencing your investment in media technology?

Fairly fundamentally, actually – across the board with the possible exception of the production area of our business. Direct to consumer has been influencing our investments in media technology pretty much since I started at ITV in late 2013.

In the very early days, OTT delivery was built as a thing on the side – run independently from the core, cash generating linear broadcast business. All the time I’ve been at ITV those two worlds have been coming closer and closer together. The most obvious example of that probably would be what we call our content supply chain – everything from managing the ingest of assets, through to the delivery out to both linear and VOD platforms. But also, the planning and data management systems around this like content scheduling, metadata, content catalogue and rights.

We now look at linear and VOD much more holistically. Clearly there are specific requirements for broadcast via satellite or terrestrial TV versus delivery of ITV Hub or BritBox over people’s broadband and there are clearly still discrete elements to that in terms of investment, but we’re looking wherever possible to unify things and avoid having separate, dual paths. This covers everything from how we ingest and then deliver content, through to our operational teams, but also when we’re replacing or transforming some of the planning applications, thinking about both domains.

For example, we started a project last year initially to digitise some of our upstream linear schedule planning processes. Now, you could do that in and of itself just to make the process more effective for linear broadcast. But we’re thinking much more about a future, more direct to consumer driven world, where the way that we plan content isn’t just about what time it’s going to be on air – it’s also about a windowing strategy. When is it on a linear channel? When’s it going to be on ITV Hub? When’s it going to go on BritBox – which order am I going to release it on those platforms? And therefore when I’m looking at media technology, whether it be investment in products I’m buying or in terms of building something ourselves, I’m thinking about all of those parameters – trying to build things which are reusable in all of those different domains.

One of the challenges you have when you are trying to scale and enhance new products like BritBox while maintaining existing linear channels is that you inevitably end up with some double spend, unlike a new entrant who’s come straight into the direct to consumer world. Every UK, European and American broadcaster is contending with this problem. We’re not about to switch off our linear broadcast channels by any stretch, because there’s a lot of life in them yet, they’re still highly valued by our consumers; they are key revenue generators. But we also have to recognise that while they’re not collapsing, they aren’t the services that are growing. So we need to make them as cost-efficient as possible so that we can invest the savings into building out the new platforms of the future. That thinking is playing its way into everything from the renegotiation of contracts through to when a system is due for a refresh, thinking really hard and fast about simplification. We’re looking at processes and how our channels are available on different platforms to make sure that every individual location at ITV is worth having. Investment is definitely pivoting towards future facing platforms and away from more traditional platforms.

This change creates the most pinch for any vendors who are locked into traditional platforms and traditional solutions – although I think most of them have smelled the roses and are doing something about it.

With the move to as-a-service models accelerating, how are your relationships with suppliers changing?

Completely. There are some places where it’s still a ‘fire and forget’ buy then just run approach, but not very many, and where that is the case, it tends to be more where we’re still buying what you might call infrastructure orientated solutions. Increasingly, that’s not the consumption model that we’re operating with.

With as-a-service offerings, there are two considerations for me. Firstly, how do I engage commercially with a vendor? And secondly, how does that vendor’s product manifest itself to me?

Let’s look at Software-as-a-Service. Traditionally, if we were buying some software, you’d buy a software licence and you’d buy your own compute power in your own data centre, and you’d install it and run it and upgrade it from time to time; essentially, you’re looking after all of it. The same was true for hardware based on-premise solutions. Whereas Software-as-a-service models are predicated on them offering you that software as a “managed service” where effectively they’re either hosting it themselves in private cloud or hosting it by proxy in the public cloud. So it’s not my compute, it’s not running in my data centre – all I need is the connection via the internet and a browser.

This changes the consumption model quite a lot. We’re driving quite heavily in that direction, because we have a strategy to exit our data centres. That necessarily doesn’t include virtualising our studios – I think the physical studio is still here for some time to come. But when you’re talking about more generalised kind of business applications – things like scheduling, rights management, advertising systems, or other business planning systems – but also increasingly more compute intensive applications like video transcoding, playout and other areas, they all fall into that domain. Exercising our strategy of moving out of our data centres essentially means moving into the cloud – not automatically Amazon or Google though frequently that is the case, but at the very least, into somebody else’s data centres.

And as long as they know how to run data centres, they know how to well architect and manage the platforms and products they are building so they integrate well with our broader technology estate, they can prove to us that they know how to manage things like cyber security, and the performance and reliability of the as-a-service provision is good – then I’m happy.

This means there’s a more involved relationship with vendors because typically with software-as-a-service, we are talking about multi-tenanted solutions where making an upgrade for one customer means an upgrade that affects everybody. That potentially limits some customization depending on how they built it. And sometimes that means that if we really need something to be customised, we have to build that customised bit ourselves. It also means that building a joint understanding of priorities and roadmap are key, to make sure you stay aligned. I think it also changes the relationship because actually there is a kind of a risk on our side – because we’re now more beholden to that company continuing to support that particular service. In the old model, if the vendor decided they no longer wanted to sell a product, we’d still got the software, and while we might not get any support from the vendor any longer, as long as it doesn’t break, we can still use it. Whereas if it’s as-a-service, they could literally pull the plug and then you’ve got to go find something else to replace it pretty quickly.

On the commercial side, I think it is it is possible to consume something as a service and still pay for it in a relatively traditional way – for example I could still pay for it on a fixed 12 month basis or minimum term contract. With smaller companies, where they’ve got the basis of a product that we want, we’ve asked them to partner with us to develop that product into something more substantial. That means quite a big commitment from their perspective in terms of the amount of effort they’ve got to put in, so they need to know that there’s going to be something in return. In some cases like this we’ve entered into minimum term two-year contracts or similar.

But I think there is definitely much more – and increasing – consumption on a more flexible scale up, scale down, as-you-go basis. At the most basic level, there’s the consumption of pure compute – the classic Amazon Web Services model – where you are literally paying minute by minute, day by day, and that very much puts the emphasis on you to optimise that cost because it’s actually a rate card – enabling us to temporarily expand consumption when we need to meet a heavy demand for Love Island, for example, which, because its viewers are mostly the younger demographic, tends to be watched equally online as over the air. Another interesting area is pop up type services, something we’re very much exploring at the moment. As an example, traditionally, you’d end up building a playout chain with a whole load of physical infrastructure. And you’re going to have to pay for someone to run it for a few years, regardless of whether you’re using it or not – which tends to motivate you just not to do it. The pop-up channel is predicated on the vendors having a pay as you go model because it doesn’t matter if they’ve got a technology platform you can turn on or off if their business model still requires you to pay for a year up front.

As the industry increasingly moves towards cloud-based infrastructures, how can small media technology suppliers remain relevant to your business?

You could argue that cloud-based infrastructures actually make life easier for smaller vendors rather than harder for them. Unlike the hardware-based past, they don’t have to make massive investments – they can just buy some cloud compute and write their software without having to buy all the servers and everything else – they can just turn it off when they’re not using it. At shows, rather than having to invest in a whole booth, they can just take a pod on a major vendor’s booth – and benefit from all the traffic it naturally attracts. I would say we’ve actually seen an increase in the number of small, niche players in the last four or five years.

I also think we at ITV are interacting more directly with smaller players than we perhaps traditionally would have done in the past. If I think back five or ten years, if we were working with a small company, we would tend to want to get a larger player to prime them in front of us – a company that knew how to bring a product to market and to provide all the support services. Otherwise you’d be worried they just wouldn’t be able to do it on their own, whereas now we’re much more open to working directly with smaller suppliers.

That’s not to say that there aren’t still risks around small players – will they still be here in a year’s time? But some of those risks exist with big players. Just as with the traditional broadcasters v. new media discussion, it can be harder for traditional suppliers to adapt and change than it is for somebody who’s small and hasn’t got some of those organisational constraints.

As we move to as-a-service, if we are buying services from small suppliers as if they are out of the tin – a little widget which I can use and I don’t need to do much more – I’m going to make that little widget fit into my wider system and that’s great.

This might sound stupidly obvious, but my first message to small media technology suppliers is: offer me something that I want! Also, today people are much more interested in an ecosystem where they can buy best of breed products and join them together rather than the end-to-end software or hardware solutions of five to ten years ago. Cloud based infrastructures and modern software development and integration techniques like APIs make that much more achievable today. It’s enabled companies like ITV and other broadcasters to almost become our own systems integrators, where we buy a few products and are quite happy to do the bit in between that joins them together to work in the way that we want. So we might buy a particular product or service and use it in a different way from somebody else, but that’s okay because we’ve done the bit that makes it work differently for us, rather than saying to the supplier, we want you to bend your products out of shape.

On other occasions, we’re saying “you’ve got something really good there and we’d love it if it also did x, y, and z. Does what we want to do line up with your vision for your service or your product? And if so, why don’t we partner together to help you to develop it?” It’s in our interest that they can then sell it further because that makes them more established in the market and their longevity becomes better. In the meantime, we get off the ground much faster than trying to build something ourselves because you’ve already got half of the thing there. But by getting involved with the vendor early, we can help to steer their product in a way which serves our goals. This kind of partnering concept is very different from the classic partnering relationship. In that we would say sign up for a five or ten year outsourcing deal with a largely fixed and slow moving set of services, and then we’re wedded to each other, so we’d better get on with it and better get on with each other because we’re in this for the long haul.

Let me give you an example. The greatest demand for VOD versions of our key live or near-live shows is usually straight after live. A few years ago, we started to tackle the challenge of getting this “late & live” content turned around faster as VOD assets because it was taking 90 minutes to two hours after live to get the VOD content onto ITV Hub. Immediately after live is a key consumption window for this kind of content, and there was clear user demand for these assets to be available sooner. Obviously because it’s live you can’t ingest and transcode it before it’s actually happened! So we looked around and found a potential partner that was developing an innovative use of cloud compute to accelerate the transcode process. So it was doing the basics of what we wanted, but it hadn’t been geared up to deal with slicing the content for ad breaks or other things we needed, like the ability to go in and edit if someone swore in the middle of the programme, for instance. They had the kernel of what we wanted but not everything. So we partnered with them and helped them develop their UI and the back-end product. We’ve come out of it with something which is fundamentally giving us the answer that we wanted. And it’s given them a product they’ve been able to go wide in the market with – it’s a win-win.

What can artificial intelligence (really) can do for your video business? – JUMP TV Whitepaper

What can artificial intelligence really do for your video business?

Today’s entertainment industry technology vendors are reeling off jargon like “AI”, “machine learning”, and “deep learning”, touting the benefits these technologies promise.

It can be difficult for video service providers decision makers to discern between the future promise of AI and what is truly feasible and effective today.

In this white-paper you will learn what AI can really do for your video business TODAY! , not in the future.