Characterizing Alert and Browse Services of Mobile Clients
ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
Characterization of CDMA2000 Cellular Data Network Traffic
LCN '05 Proceedings of the The IEEE Conference on Local Computer Networks 30th Anniversary
MUM '06 Proceedings of the 5th international conference on Mobile and ubiquitous multimedia
Dynamic application-layer protocol analysis for network intrusion detection
USENIX-SS'06 Proceedings of the 15th conference on USENIX Security Symposium - Volume 15
Proceedings of the 18th international conference on World wide web
Measuring Mobile Peer-to-Peer Usage: Case Finland 2007
PAM '09 Proceedings of the 10th International Conference on Passive and Active Network Measurement
On dominant characteristics of residential broadband internet traffic
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Measuring serendipity: connecting people, locations and interests in a mobile 3G network
Proceedings of the 9th ACM SIGCOMM conference on Internet measurement conference
Measurement analysis of mobile data networks
PAM'07 Proceedings of the 8th international conference on Passive and active network measurement
A first look at traffic on smartphones
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
Selection and execution of user level test cases for energy cost evaluation of smartphones
Proceedings of the 6th International Workshop on Automation of Software Test
NAT usage in residential broadband networks
PAM'11 Proceedings of the 12th international conference on Passive and active measurement
A comparative study of handheld and non-handheld traffic in campus Wi-Fi networks
PAM'11 Proceedings of the 12th international conference on Passive and active measurement
Profiling resource usage for mobile applications: a cross-layer approach
MobiSys '11 Proceedings of the 9th international conference on Mobile systems, applications, and services
Over the top video: the gorilla in cellular networks
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Identifying diverse usage behaviors of smartphone apps
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
YouTube everywhere: impact of device and infrastructure synergies on user experience
Proceedings of the 2011 ACM SIGCOMM conference on Internet measurement conference
Tetherway: a framework for tethering camouflage
Proceedings of the fifth ACM conference on Security and Privacy in Wireless and Mobile Networks
Smartphones vs. laptops: comparing web browsing behavior and the implications for caching
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
A panoramic view of 3g data/control-plane traffic: mobile device perspective
IFIP'12 Proceedings of the 11th international IFIP TC 6 conference on Networking - Volume Part I
Characterizing data usage patterns in a large cellular network
Proceedings of the 2012 ACM SIGCOMM workshop on Cellular networks: operations, challenges, and future design
ProfileDroid: multi-layer profiling of android applications
Proceedings of the 18th annual international conference on Mobile computing and networking
Network performance of smart mobile handhelds in a university campus WiFi network
Proceedings of the 2012 ACM conference on Internet measurement conference
Configuring DHCP leases in the smartphone era
Proceedings of the 2012 ACM conference on Internet measurement conference
Enabling energy-aware mobile data offloading for smartphones through vertical collaboration
Proceedings of the 2012 ACM conference on CoNEXT student workshop
Towards accurate accounting of cellular data for TCP retransmission
Proceedings of the 14th Workshop on Mobile Computing Systems and Applications
Comparison of caching strategies in modern cellular backhaul networks
Proceeding of the 11th annual international conference on Mobile systems, applications, and services
Understanding mobile app usage patterns using in-app advertisements
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
A measurement of mobile traffic offloading
PAM'13 Proceedings of the 14th international conference on Passive and Active Measurement
An in-depth study of LTE: effect of network protocol and application behavior on performance
Proceedings of the ACM SIGCOMM 2013 conference on SIGCOMM
Rise of the planet of the apps: a systematic study of the mobile app ecosystem
Proceedings of the 2013 conference on Internet measurement conference
Understanding the super-sized traffic of the super bowl
Proceedings of the 2013 conference on Internet measurement conference
Characterize energy impact of concurrent network-intensive applications on mobile platforms
Proceedings of the eighth ACM international workshop on Mobility in the evolving internet architecture
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Although mobile hand-held devices (MHDs) are ubiquitous today, little is know about how they are used--especially at home. In this paper, we cast a first look on mobile hand-held device usage from a network perspective. We base our study on anonymized packet level data representing more than 20,000 residential DSL customers. Our characterization of the traffic shows that MHDs are active on up to 3% of the monitored DSL lines. Mobile devices from Apple (i. e., iPhones and iPods) are, by a huge margin, the most commonly used MHDs and account for most of the traffic. We find that MHD traffic is dominated by multi-media content and downloads of mobile applications.