Posts Tagged ‘traffic identification’

Device Awareness: The Key to Service Planning

Thursday, July 22nd, 2010 by Cam Cullen

Recently there has been a lot of talk among DPI vendors about location awareness. Location awareness is critical to understanding where the bottlenecks on your network occur, and giving you the ability to actively manage traffic in those locations. Although this is a key capability of what Procera offers (and in much more depth than many other vendors), I want to focus on another key “awareness” component that is not often talked about that can vastly improve the capability of an operator to plan their capacity upgrades and pricing plans.

What is device awareness? Simply put, device awareness is the ability of the DPI system to understand what device is sending/requesting traffic on the network. With so many “internet-connected” devices on networks today, the variety of places and formats to access data has exploded. You can watch Netflix on many TVs, DVD or Blu-Ray players, dedicated boxes (like Roku), consoles (PS3, Wii, and Xbox), smartphones, tablets, or your PC, and Hulu on many of the same.

Why is device awareness important? Understanding what devices your users have connected to the network helps an operator to understand the potential impact of several different scenarios:

1)     If I have x users with a certain device on my networks with a certain location bias and usage profile, what happens if that number becomes 2x?

2)     If a new application comes out (say for example Netflix for PS3, or Hulu Plus for PS3), and I have x users with that device, what is my exposure if 20% of my users start using the new application?

3)     If I want to launch a service with a new device (new iPhone or Android device) and other operators have announced that the normal usage profile for that device is 200GB/month, what might happen to my network with an aggressive take rate?

For Product and Marketing planners, being able to answer these types of questions ensures that the network can handle any changes in user behavior – either application or device related. For users, it ensures that the network can adapt to their usage and not experience dissatisfaction with network performance as usage patterns morph over time. All operators are very aware of the user dissatisfaction issues floating around the world as Smartphone and mobile broadband laptop connections become mission critical for corporations. Proactive management and planning are possible with the right kind of awareness and reporting engines.

How is device awareness implemented?  There are many ways that this can be gathered on the network. In mobile networks, it is common for operators to include this information in the Business or Operational Support Systems for each user account, and often make it part of the user authentication and accounting exchange where it can be snooped by a DPI system. It can also be determined by the applications used by the subscriber (i.e. if the traffic matches Rock Band for the PS3, the user is most likely using a PS3). Another method is by information gleaned from the user agent or application specific information that can be gathered by the DPI engine during Layer 7 analysis. Although each of these methods is not a fail-safe method to gather device information, the combination of these methods can provide a very close approximation for network operators. For example, a query on how many unique subscribers matched a PS3 signature during the month could provide the basis for determining how many subscribers would have access to the new Hulu Plus video streaming application when it was released for the PS3, and another query to see how many of those subscribers had used Hulu (or any streaming video service) before would provide additional planning input to determine the impact of that new service on their network.

Device awareness is a key aspect of the “Awareness” capability of the Procera solution, and without awareness, analysis and control are not possible. I will have more to say on location awareness in a future blog, as this is another key awareness factor, not only for mobile networks, but also for fixed and wi-fi deployments as well. As devices proliferate, being able to ensure that the content is served appropriately for those devices and ensure the correct amount of bandwidth is available will be critical.

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Mobile Data Plans that Work

Monday, June 7th, 2010 by Cam Cullen

Mobile data plans have been in the news quite a bit lately, with Verizon (LTE plans) and AT&T (iPad and iPhone plans) updating the market on their mobile data positions. Verizon has all but announced that there will be no unlimited data plans on their LTE network, which is now scheduled to go live in 30-40 cities in Q4 2010, and people will pay based on their usage. AT&T announced that they are doing away with the unlimited iPad plan (already) and will now support tethering for the iPhone (but only for a 2GB/month plan). Other mobile operators also would rather have data plans based on usage rather than unlimited plans, but it remains to be seen how long or if operators with rich data devices can hold out, or if the pain of congestion will hit their network as it has for AT&T.

But is the ideal answer for mobile data to always bill based on usage? Although I understand the issues that are driving the operators to implement usage based plans (cost control, congestion management, etc.), I think that there are hybrid plans that could significantly accelerate the adoption of mobile data usage (and fixed mobile substitution for some users). Mobile operators could serve their customers better by offering flexible plans that were targeted towards different “consumer” types on their mobile network that were sensitive to application usage and time of day. These plans would be ideal for the new generation of rich media devices (Android phones/tablets, iPhone, iPad, and laptops) and accelerate their adoption by the consumer groups that covet the devices but are still afraid of bill shock (which will be even higher now that overage charges are going to be pervasive). It has been proven that devices can sell data plans, but the plans can also stunt the usage of the devices if using them becomes too complicated and expensive.

What would these plans look like? Most plans would be similar to the existing plans, with usage meters for the majority of data and separate usage meters for the applications that are attractive to specific consumers, with streaming video, audio, and file sharing leading the pack. Although web pages can be a lot of data (I once read an analysis that said the BBC front page was 1MB of data, which could cost you a pretty penny when you are roaming!), the real problem for mobile operators are long-lived streaming or downloading applications that can cause persistent congestion in a cell or on the network. Some examples of targeted plans:

  • Streaming Video: Monday through Friday 8 a.m. to 6 p.m., 25GB of data, unlimited nights and weekends
  • Streaming Audio: Monday through Friday 8 a.m. to 6 p.m., 10GB of data, unlimited nights and weekends
  • Unlimited Web: Unlimited web browsing and email, 2GB streaming media and other applications
  • Social Media: Unlimited Facebook/MySpace/IM/email, 2GB other applications

These plans could either be an add-on to an existing data plan, or part of different bundles for users. A very attractive iPad plan would offer unlimited web browsing, but a usage meter on other applications. I don’t see these plans as being negative towards Network Neutrality, since they will be selected by the users – as an alternative to the pure usage-based plan that the mobile operator would also offer. Time-based plans are already popular among mobile operators for voice, and could easily be popular among students and business travelers (i.e. Nights and Weekends plans).

My concern is that placing restrictive limits on bandwidth usage will stifle or limit the potential of the nascent market for rich data devices, or limit their use to Wi-Fi networks, which completely misses the goal of upgrades to LTE and other high speed mobile data networks – which is to make access ubiquitous for users (and not ubiquitous just for email). The challenge of implementing these plans is on the systems that would be used to meter the different applications (i.e. DPI systems) to ensure that the application classification is accurate.

An innovative mobile operator that offered these plans as an alternative to a more restrictive plan could tip the scales in their favor when competing for the “high value” users for mobile data. In the highly competitive mobile market, operators that think outside the box and find ways to best leverage the technology that they are already deploying in their networks will emerge victorious and profitable. Flexibility will be a key success factor.

As a user – would you be more likely to purchase a plan that gave you flexibility in how you used your mobile broadband?  I know that I would.

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Mobile World Congress…It is all about the Apps!

Thursday, February 18th, 2010 by Cam Cullen

I have spent the week in Barcelona attending the Mobile World Congress event. Anyone that thinks that there is no vibrancy in the networking world should have been here to see the show. The halls were packed, the booths were busy, and the meeting rooms fully booked. There is a lot of excitement about where the mobile industry is going, and the opportunity that exists for mobile providers going forward.

One thing that jumped out at me during the show was the growing focus on the applications that are driving mobile usage. Yes, there was plenty of LTE hype, and lots of platform and operating system buzz (you should have seen the line for the Android developers lab as well as the push Microsoft made for Windows 7 Mobile), but focus seems to be shifting towards the applications that are driving mobile usage. The operators are keen on pushing new applications, because they will drive up data usage and increase the urge for users to upgrade their devices and service packages.

There is a clear recognition that mobile success may be won or lost on the application front. In the US, Apple has done a good job with marketing the iPhone by focusing on the everyday things that it can do to make your life easier with mobility (finding restaurants, checking on movie showtimes, etc). Google did a great ad during the SuperBowl (American Football for those outside the US) that showed Google search used to progress a storyline for a person’s life (http://www.youtube.com/watch?v=nnsSUqgkDwU) which is not specifically targeted at Android, but can be applied to Android and mobility. Microsoft was showing the same type of applications and integration at MWC as part of their booth show. Ericsson announced an applications store (eStore) with more than 30,000 applications that carriers can offer those apps to their own customers.  A new alliance was formed between 24 operators (including ATT, China Mobile, Orange, etc) called the Wholesale Applications Community (WAC) designed to simplify how application vendors get their applications to the end user.

Why is this important to a DPI vendor? Mobile operators who want to understand what applications are clicking with their users need to look no further than to a “robust” DPI system to understand what applications, clients, and software their users are running – even down to the device level. Application vendors obviously want the operators to know that their application is popular, since it will open up more opportunities to sell that application, whether it is through the operators own application store or the mobile OS store (iTunes, Android market, etc). The DPI “lite” solutions provided by some vendors will never keep pace with the ability of a dedicated DPI solution. At Procera, application recognition has always been a core element of our solution, we release updates every two weeks to keep pace with the new applications our customers encounter in the wild, and this includes mobile applications.

The applications that really jumped out at me are the “useful” applications that can simplify or make life easier for people. Simple navigation capabilities can be helpful even if you are walking through a large city – looking for a specific location for a meeting, searching for a restaurant, looking for a store. VOIP applications (which are finally being approved for mobile use by some operators) can be cheaper than international calls in some instances (or using the VOIP over wi-fi is even better). Even bar-code scanners that allow instant internet price comparisons are really useful if you are shopping and want to make sure you are getting a better deal.

As mobile operators look to understand what they need to do to generate revenue, I am certain that going forward, applications will be a big part of that plan – whether it is enabling some of the applications in real-time (even if it is not sold by the operator – like GPS), or form a retail perspective in their application stores. DPI can help them understand where their greatest opportunities are – and will allow them to service their customers better by meeting their expectations.

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Is Accuracy Really That Important?

Wednesday, December 2nd, 2009 by Jon Linden

Trust me, it is. There are a lot of good reasons why we promote “accuracy and control, redefined” in our logo. Ask any operator with DPI experience, and you’ll hear that accuracy is top of the list. And we can, in all honesty, say that DPI didn’t really deliver on this promise originally. The first generation of DPI identified port-hoping filesharing applications good enough to cap them to avoid disaster.

But times have changed. Today we have very sophisticated tools in our bag and our traffic identification engine looks at several criteria when determining what application each individual connection is. We also leverage characteristics, like interactive, streaming, download and bulky to categorize traffic in an application-agnostic fashion.

Online applications have evolved extensively over the years I’ve been working with DPI. Back in the days when IP and TCP were invented, all traffic was client-server-based. The applications were neither time nor quality sensitive, but everyone was happy with a global and resilient network.

Fast forward to today. P2P technology is used to leverage bandwidth and CPU capacity at the edge of the network for faster connectivity and to decrease the traffic being sent over the core network. P2P technology is used by the streaming music services we run all day at the office, as well as the online HD video on demand service we use at home at night. Both Salesforce.com and our office phones run over IP enabling us to work from home as if we were at the office. But we would also be totally paralized if the Internet connection (as well as the redundant link ;-) ) was down. This is how crucial and integrated the Internet is in our lives today, and this is why traffic volumes grow at a pace that outdoes Moore’s law and that saturates pipes.

Of course, these applications are totally different in nature and have different requirements for how to be treated to function properly. Of course, different users have different expectations in different situations at different times of day. Of course, it would be an issue if you treat HD video as filesharing or World of Warcraft as SIP. This will impact the performance of the network, but also your ability to manage expectations and create viable business cases for how to satisfy different user profiles. Step one in any process is analysis, and unless you trust the intelligence you use for your analysis you won’t dare to make decisions based on these facts.

So, this is one of these cases where good enough isn’t good enough. Trust me when I say that you will want to trust the information you have at hand when you make critical decisions.

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