Welcome!

Machine Learning Authors: William Schmarzo, Pat Romanski, Xenia von Wedel, Ed Featherston, Liz McMillan

Blog Feed Post

Citrix Data Shows Mobile Subscriber Experience on Wireless Networks Differs from Perception

Latest ByteMobile Mobile Analytics Report Examines Mobile Data Usage Trends and the Impact this Behavior has on Carriers' Networks

SANTA CLARA, Calif - Feb 13, 2013 - The Citrix ByteMobile Mobile Analytics Report published today for the first quarter of 2013, provides insights into subscriber behavior and related factors that determine quality of experience (QoE) for mobile data services today. The findings highlight subscriber behavior on various mobile applications and the impact this has on operator networks. In conjunction with the report, consumer survey findings were also published by the company to compare consumer perspectives against behavior patterns. The data points to a contrast between what mobile device owners think they know about their devices and plans, and what the reality is when consuming content.

"These findings are unique in comparing actual subscriber behaviors on wireless networks with what people think their usage patterns are like," said Chris Koopmans, vice president and general manager of Service Provider Platforms, Citrix. "Combining the ByteMobile report with the consumer survey provides additional insight into subscribers' views of their mobile experiences and the impact this behavior has on operators' networks. This real-world data is further validation that network providers need to improve their subscribers' mobile experience in order to differentiate their services and better monetize an increasing volume of traffic."

The Mobile Analytics Report summarizes data traffic patterns from a global cross-section of Citrix ByteMobile customers' mobile networks and provides insight into the current state of the mobile ecosystem. The report illustrates how subscribers use their wireless devices and the impact of such use on operator networks. It also reveals subscriber use of social networking and mobile health applications, quantifies the impact of advertising on the mobile network, and highlights Web video user experience statistics. Among the findings:

Health apps and games dominate mobile traffic
People are increasingly using mobile devices to support health goals and track their fitness progress. Personal fitness applications dominate the category, generating 50 percent of the total mobile health related data traffic on wireless networks. Additionally, 39 percent of subscribers use a fitness specific application, while 47 percent use a pregnancy-related application. Interestingly, pregnancy monitoring applications generate nine percent of the total mobile health related data traffic on wireless networks.

Mobile gaming continues to be popular among subscribers. The report found that the three most popular games played while connected to a wireless network are Words with Friends, Temple Run and Angry Birds.

Video remains king of mobile traffic
The Mobile Analytics Report reveals that 20 percent of subscribers watch mobile videos on a given day, with 74 percent of consumer survey respondents seeking out most videos they watch. Of the videos consumed on mobile devices, 92 percent are low-resolution video at 360p or less. However, a majority of survey respondents (64 percent) said they thought they were viewing high-resolution video. This indicates a clear disconnect in the quality of video a subscriber thinks they are consuming versus the reality. The latest report further reveals that two out of 10 mobile subscribers watched video on mobile devices, generating more than 50 percent of the total mobile data traffic on wireless networks. Today, mobile video subscribers watch an average of two minutes of video content at a time, doubling the time spent consuming video as reported in the February 2010 Mobile Analytics Report.

The need for speed
In addition to video, mobile Web usage also consumes a large amount of mobile data traffic, and the consumer survey shows that people require speedy download times or they will abandon the effort. Nearly a third of survey respondents give up in eight seconds or less, pointing to the need for more mobile Web pages to download at this speed.

While approximately 50 percent of mobile Web pages download in eight seconds or less across wireless networks, 20 percent of pages requested take longer than 20 seconds to download. When it comes to a poor mobile Web experience, more than half (51 percent) of mobile device owners blame their provider, while 49 percent blame the website. The Mobile Analytics Report confirms that wireless networks across North America deliver the fastest Web page download times in the world.

Advertising consumes subscriber data allowance
The Mobile Analytics Report discovered mobile advertisements containing video content generate 10 times more data per advertisement than those without video. Interestingly, the report revealed the top four advertising networks, both by subscriber reach and total data volume generated, are owned by Google - Double Click, Google, Admob and 2mdn. For smartphone subscribers, mobile advertisements consume one percent of the total monthly data traffic generated. While minimal, this percentage is expected to increase as mobile advertising continues to grow.

Methodology
The findings in the Citrix ByteMobile Mobile Analytics Report are generated from Smart Capacity™ Mobile Analytics, the company's mobile data traffic reporting solution. The Mobile Analytics Report anonymously sources data traffic statistics from 3G and 4G networks of Citrix ByteMobile's global tier-one customer base and provides insight into the current state of the mobile ecosystem. Its findings have been cited widely by industry market research firms and the media.

The consumer survey was conducted by Wakefield Research (www.wakefieldresearch.com) on behalf of Citrix. It was distributed among 1,000 U.S. adult smartphone or tablet owners ages 18 and older, between January 8 and 15, 2013, using an email invitation and an online survey. Quotas were set to ensure reliable and accurate representation of the U.S. adult smartphone or tablet owner population 18 and older.

About Citrix ByteMobile
Citrix ByteMobile® Smart Capacity platforms enable mobile operators to deliver the best possible experience to their subscribers under all network conditions and to differentiate their services based on subscriber usage. The company's solutions have been deployed in the mobile networks of more than 130 operators worldwide to manage escalating demand for capacity due to video and other rich multimedia content and applications. With Smart Capacity, mobile operators can improve utilization of existing capacity and control operating expenses, while increasing revenue growth and profitability. To learn more, visit www.bytemobile.com.

About Citrix
Citrix (NASDAQ:CTXS) is the cloud computing company that enables mobile workstyles—empowering people to work and collaborate from anywhere, accessing apps and data on any of the latest devices, as easily as they would in their own office—simply and securely. Citrix cloud computing solutions help IT and service providers build both private and public clouds—leveraging virtualization and networking technologies to deliver high-performance, elastic and cost-effective services for mobile workstyles. With market leading solutions for mobility, desktop virtualization, cloud networking, cloud platforms, collaboration, and data sharing, Citrix helps organizations of all sizes achieve the kind of speed and agility necessary to succeed in an increasingly mobile and dynamic world. Citrix products are in use at more than 260,000 organizations and by over 100 million users globally. Annual revenue in 2012 was $2.59 billion. Learn more at www.citrix.com.

ByteMobile, the ByteMobile logo, Smart Capacity, and Smart Capacity at the Core are trademarks, service marks and/or registered trademarks of Citrix Systems, Inc. in the United States and other countries. All other trademarks, service marks and product names used herein are the property of their respective owners.

For Citrix Investors
This release contains forward-looking statements which are made pursuant to the safe harbor provisions of Section 27A of the Securities Act of 1933 and of Section 21E of the Securities Exchange Act of 1934. The forward-looking statements in this release do not constitute guarantees of future performance. Those statements involve a number of factors that could cause actual results to differ materially, including risks associated with the impact of the global economy and uncertainty in the IT spending environment, including in revenue growth and recognition of revenue, products and services, their development and distribution, product demand and pipeline, economic and competitive factors, including risks associated with international growth and IT consolidation, as well as other risks detailed in the Company's filings with the Securities and Exchange Commission. Citrix assumes no obligation to update any forward-looking information contained in this press release or with respect to the announcements described herein.

# # #

Read the original blog entry...

More Stories By RealWire News Distribution

RealWire is a global news release distribution service specialising in the online media. The RealWire approach focuses on delivering relevant content to the receivers of our client's news releases. As we know that it is only through delivering relevance, that influence can ever be achieved.

@CloudExpo Stories
A strange thing is happening along the way to the Internet of Things, namely far too many devices to work with and manage. It has become clear that we'll need much higher efficiency user experiences that can allow us to more easily and scalably work with the thousands of devices that will soon be in each of our lives. Enter the conversational interface revolution, combining bots we can literally talk with, gesture to, and even direct with our thoughts, with embedded artificial intelligence, whic...
The question before companies today is not whether to become intelligent, it’s a question of how and how fast. The key is to adopt and deploy an intelligent application strategy while simultaneously preparing to scale that intelligence. In her session at 21st Cloud Expo, Sangeeta Chakraborty, Chief Customer Officer at Ayasdi, provided a tactical framework to become a truly intelligent enterprise, including how to identify the right applications for AI, how to build a Center of Excellence to oper...
Sometimes I write a blog just to formulate and organize a point of view, and I think it’s time that I pull together the bounty of excellent information about Machine Learning. This is a topic with which business leaders must become comfortable, especially tomorrow’s business leaders (tip for my next semester University of San Francisco business students!). Machine learning is a key capability that will help organizations drive optimization and monetization opportunities, and there have been some...
While some developers care passionately about how data centers and clouds are architected, for most, it is only the end result that matters. To the majority of companies, technology exists to solve a business problem, and only delivers value when it is solving that problem. 2017 brings the mainstream adoption of containers for production workloads. In his session at 21st Cloud Expo, Ben McCormack, VP of Operations at Evernote, discussed how data centers of the future will be managed, how the p...
"Storpool does only block-level storage so we do one thing extremely well. The growth in data is what drives the move to software-defined technologies in general and software-defined storage," explained Boyan Ivanov, CEO and co-founder at StorPool, in this SYS-CON.tv interview at 16th Cloud Expo, held June 9-11, 2015, at the Javits Center in New York City.
As DevOps methodologies expand their reach across the enterprise, organizations face the daunting challenge of adapting related cloud strategies to ensure optimal alignment, from managing complexity to ensuring proper governance. How can culture, automation, legacy apps and even budget be reexamined to enable this ongoing shift within the modern software factory? In her Day 2 Keynote at @DevOpsSummit at 21st Cloud Expo, Aruna Ravichandran, VP, DevOps Solutions Marketing, CA Technologies, was jo...
As Marc Andreessen says software is eating the world. Everything is rapidly moving toward being software-defined – from our phones and cars through our washing machines to the datacenter. However, there are larger challenges when implementing software defined on a larger scale - when building software defined infrastructure. In his session at 16th Cloud Expo, Boyan Ivanov, CEO of StorPool, provided some practical insights on what, how and why when implementing "software-defined" in the datacent...
Blockchain. A day doesn’t seem to go by without seeing articles and discussions about the technology. According to PwC executive Seamus Cushley, approximately $1.4B has been invested in blockchain just last year. In Gartner’s recent hype cycle for emerging technologies, blockchain is approaching the peak. It is considered by Gartner as one of the ‘Key platform-enabling technologies to track.’ While there is a lot of ‘hype vs reality’ discussions going on, there is no arguing that blockchain is b...
Blockchain is a shared, secure record of exchange that establishes trust, accountability and transparency across business networks. Supported by the Linux Foundation's open source, open-standards based Hyperledger Project, Blockchain has the potential to improve regulatory compliance, reduce cost as well as advance trade. Are you curious about how Blockchain is built for business? In her session at 21st Cloud Expo, René Bostic, Technical VP of the IBM Cloud Unit in North America, discussed the b...
You know you need the cloud, but you’re hesitant to simply dump everything at Amazon since you know that not all workloads are suitable for cloud. You know that you want the kind of ease of use and scalability that you get with public cloud, but your applications are architected in a way that makes the public cloud a non-starter. You’re looking at private cloud solutions based on hyperconverged infrastructure, but you’re concerned with the limits inherent in those technologies.
Is advanced scheduling in Kubernetes achievable?Yes, however, how do you properly accommodate every real-life scenario that a Kubernetes user might encounter? How do you leverage advanced scheduling techniques to shape and describe each scenario in easy-to-use rules and configurations? In his session at @DevOpsSummit at 21st Cloud Expo, Oleg Chunikhin, CTO at Kublr, answered these questions and demonstrated techniques for implementing advanced scheduling. For example, using spot instances and co...
The use of containers by developers -- and now increasingly IT operators -- has grown from infatuation to deep and abiding love. But as with any long-term affair, the honeymoon soon leads to needing to live well together ... and maybe even getting some relationship help along the way. And so it goes with container orchestration and automation solutions, which are rapidly emerging as the means to maintain the bliss between rapid container adoption and broad container use among multiple cloud host...
The cloud era has reached the stage where it is no longer a question of whether a company should migrate, but when. Enterprises have embraced the outsourcing of where their various applications are stored and who manages them, saving significant investment along the way. Plus, the cloud has become a defining competitive edge. Companies that fail to successfully adapt risk failure. The media, of course, continues to extol the virtues of the cloud, including how easy it is to get there. Migrating...
Imagine if you will, a retail floor so densely packed with sensors that they can pick up the movements of insects scurrying across a store aisle. Or a component of a piece of factory equipment so well-instrumented that its digital twin provides resolution down to the micrometer.
The need for greater agility and scalability necessitated the digital transformation in the form of following equation: monolithic to microservices to serverless architecture (FaaS). To keep up with the cut-throat competition, the organisations need to update their technology stack to make software development their differentiating factor. Thus microservices architecture emerged as a potential method to provide development teams with greater flexibility and other advantages, such as the abili...
In his keynote at 18th Cloud Expo, Andrew Keys, Co-Founder of ConsenSys Enterprise, provided an overview of the evolution of the Internet and the Database and the future of their combination – the Blockchain. Andrew Keys is Co-Founder of ConsenSys Enterprise. He comes to ConsenSys Enterprise with capital markets, technology and entrepreneurial experience. Previously, he worked for UBS investment bank in equities analysis. Later, he was responsible for the creation and distribution of life settle...
Product connectivity goes hand and hand these days with increased use of personal data. New IoT devices are becoming more personalized than ever before. In his session at 22nd Cloud Expo | DXWorld Expo, Nicolas Fierro, CEO of MIMIR Blockchain Solutions, will discuss how in order to protect your data and privacy, IoT applications need to embrace Blockchain technology for a new level of product security never before seen - or needed.
Leading companies, from the Global Fortune 500 to the smallest companies, are adopting hybrid cloud as the path to business advantage. Hybrid cloud depends on cloud services and on-premises infrastructure working in unison. Successful implementations require new levels of data mobility, enabled by an automated and seamless flow across on-premises and cloud resources. In his general session at 21st Cloud Expo, Greg Tevis, an IBM Storage Software Technical Strategist and Customer Solution Architec...
Nordstrom is transforming the way that they do business and the cloud is the key to enabling speed and hyper personalized customer experiences. In his session at 21st Cloud Expo, Ken Schow, VP of Engineering at Nordstrom, discussed some of the key learnings and common pitfalls of large enterprises moving to the cloud. This includes strategies around choosing a cloud provider(s), architecture, and lessons learned. In addition, he covered some of the best practices for structured team migration an...
In his general session at 21st Cloud Expo, Greg Dumas, Calligo’s Vice President and G.M. of US operations, discussed the new Global Data Protection Regulation and how Calligo can help business stay compliant in digitally globalized world. Greg Dumas is Calligo's Vice President and G.M. of US operations. Calligo is an established service provider that provides an innovative platform for trusted cloud solutions. Calligo’s customers are typically most concerned about GDPR compliance, application p...