Scale and performance in a distributed file system
ACM Transactions on Computer Systems (TOCS)
Measurement and analysis of the error characteristics of an in-building wireless network
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Wireless Andrew: experience building a high speed, campus-wide wireless data network
MobiCom '97 Proceedings of the 3rd annual ACM/IEEE international conference on Mobile computing and networking
Trace-based mobile network emulation
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
End-to-end Internet packet dynamics
SIGCOMM '97 Proceedings of the ACM SIGCOMM '97 conference on Applications, technologies, architectures, and protocols for computer communication
Analysis of a metropolitan-area wireless network
MobiCom '99 Proceedings of the 5th annual ACM/IEEE international conference on Mobile computing and networking
Rivet: a flexible environment for computer systems visualization
ACM SIGGRAPH Computer Graphics
Integrating Information Appliances into an Interactive Workspace
IEEE Computer Graphics and Applications
Experiences with a Mobile Testbed
WWCA '98 Proceedings of the Second International Conference on Worldwide Computing and Its Applications
Preemptive routing in Ad Hoc networks
Proceedings of the 7th annual international conference on Mobile computing and networking
Characterizing user behavior and network performance in a public wireless LAN
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Analysis of a campus-wide wireless network
Proceedings of the 8th annual international conference on Mobile computing and networking
DoS and authentication in wireless public access networks
WiSE '02 Proceedings of the 1st ACM workshop on Wireless security
Polaris: A System for Query, Analysis, and Visualization of Multidimensional Relational Databases
IEEE Transactions on Visualization and Computer Graphics
Characterizing Alert and Browse Services of Mobile Clients
ATEC '02 Proceedings of the General Track of the annual conference on USENIX Annual Technical Conference
Query, analysis, and visualization of hierarchically structured data using Polaris
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Web browsing performance of wireless thin-client computing
WWW '03 Proceedings of the 12th international conference on World Wide Web
Multiscale Visualization Using Data Cubes
IEEE Transactions on Visualization and Computer Graphics
Preemptive routing in ad hoc networks
Journal of Parallel and Distributed Computing - Special issue on Routing in mobile and wireless ad hoc networks
Multiscale Visualization Using Data Cubes "InfoVis 2002 Best Paper"
INFOVIS '02 Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
Profile-Based Protocols in Wireless Mobile Ad Hoc Networks
LCN '01 Proceedings of the 26th Annual IEEE Conference on Local Computer Networks
MobiCom poster: public-key-based secure Internet access
ACM SIGMOBILE Mobile Computing and Communications Review
Predictive distance-based mobility management for multidimensional PCS networks
IEEE/ACM Transactions on Networking (TON)
Understanding packet delivery performance in dense wireless sensor networks
Proceedings of the 1st international conference on Embedded networked sensor systems
ACM SIGMOBILE Mobile Computing and Communications Review
Recent advances in mobility modeling for mobile ad hoc network research
ACM-SE 42 Proceedings of the 42nd annual Southeast regional conference
Improving web browsing performance on wireless pdas using thin-client computing
Proceedings of the 13th international conference on World Wide Web
DOMINO: a system to detect greedy behavior in IEEE 802.11 hotspots
Proceedings of the 2nd international conference on Mobile systems, applications, and services
A framework for wireless LAN monitoring and its applications
Proceedings of the 3rd ACM workshop on Wireless security
Characterizing flows in large wireless data networks
Proceedings of the 10th annual international conference on Mobile computing and networking
The changing usage of a mature campus-wide wireless network
Proceedings of the 10th annual international conference on Mobile computing and networking
A scalable framework for wireless network monitoring
Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots
On the performance characteristics of WLANs: revisited
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Characterizing mobility and network usage in a corporate wireless local-area network
Proceedings of the 1st international conference on Mobile systems, applications and services
Mobile Contagion: Simulation of Infection and Defense
Proceedings of the 19th Workshop on Principles of Advanced and Distributed Simulation
An accurate technique for measuring the wireless side of wireless networks
WiTMeMo '05 Papers presented at the 2005 workshop on Wireless traffic measurements and modeling
Access and mobility of wireless PDA users
ACM SIGMOBILE Mobile Computing and Communications Review
Measurement-based characterization of 802.11 in a hotspot setting
Proceedings of the 2005 ACM SIGCOMM workshop on Experimental approaches to wireless network design and analysis
Model T: an empirical model for user registration patterns in a campus wireless LAN
Proceedings of the 11th annual international conference on Mobile computing and networking
Adaptive Delay and Synchronization Control for Wi-Fi Based Mobile AV Conferencing
Wireless Personal Communications: An International Journal
CRAWDAD: A Community Resource for Archiving Wireless Data at Dartmouth
IEEE Pervasive Computing
Mobility Patterns in Microcellular Wireless Networks
IEEE Transactions on Mobile Computing
A survey of cross-layer performance enhancements for mobile IP networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
Model T++: an empirical joint space-time registration model
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
Proceedings of the 7th ACM international symposium on Mobile ad hoc networking and computing
On profiling mobility and predicting locations of wireless users
REALMAN '06 Proceedings of the 2nd international workshop on Multi-hop ad hoc networks: from theory to reality
Enhancing the security of corporate Wi-Fi networks using DAIR
Proceedings of the 4th international conference on Mobile systems, applications and services
Feasibility study of mesh networks for all-wireless offices
Proceedings of the 4th international conference on Mobile systems, applications and services
Performance Impact of Interlayer Dependence in Infrastructure WLANs
IEEE Transactions on Mobile Computing
Management and Diagnosis Architecture for a Large-Scale Public WLAN
WOWMOM '06 Proceedings of the 2006 International Symposium on on World of Wireless, Mobile and Multimedia Networks
An overlay smart spaces system for load balancing in wireless LANs
Mobile Networks and Applications
Jigsaw: solving the puzzle of enterprise 802.11 analysis
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Analyzing the MAC-level behavior of wireless networks in the wild
Proceedings of the 2006 conference on Applications, technologies, architectures, and protocols for computer communications
Analysis of a campus-wide wireless network
Wireless Networks
The QoS-RWP mobility and user behavior model for public area wireless networks
Proceedings of the 9th ACM international symposium on Modeling analysis and simulation of wireless and mobile systems
DOMINO: Detecting MAC Layer Greedy Behavior in IEEE 802.11 Hotspots
IEEE Transactions on Mobile Computing
Cell Breathing in Wireless LANs: Algorithms and Evaluation
IEEE Transactions on Mobile Computing
Performance benchmarking of wireless Web servers
Ad Hoc Networks
Autonomic control and personalization of a wireless access network
Computer Networks: The International Journal of Computer and Telecommunications Networking
Remote analysis of a distributed WLAN using passive wireless-side measurement
Performance Evaluation
Periodic properties of user mobility and access-point popularity
Personal and Ubiquitous Computing
CTG: a connectivity trace generator for testing the performance of opportunistic mobile systems
Proceedings of the the 6th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Characterizing individual user behaviors in wlans
Proceedings of the 10th ACM Symposium on Modeling, analysis, and simulation of wireless and mobile systems
Opportunistic scheduling in IEEE 802.11n WLAN
ACOS'07 Proceedings of the 6th Conference on WSEAS International Conference on Applied Computer Science - Volume 6
An agent-based metric for quality of services over wireless networks
Journal of Systems and Software
A case for adapting channel width in wireless networks
Proceedings of the ACM SIGCOMM 2008 conference on Data communication
The changing usage of a mature campus-wide wireless network
Computer Networks: The International Journal of Computer and Telecommunications Networking
Analysis of a mixed-use urban wifi network: when metropolitan becomes neapolitan
Proceedings of the 8th ACM SIGCOMM conference on Internet measurement
WSEAS TRANSACTIONS on COMMUNICATIONS
Exploiting user location for load balancing WLANs and improving wireless QoS
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
Effect of congestion on the performance of IEEE 802.11 network
International Journal of Information and Communication Technology
Characterizing the association between mobile users using wireless network traces
The Fifth Richard Tapia Celebration of Diversity in Computing Conference: Intellect, Initiatives, Insight, and Innovations
The challenges of disconnected delay-tolerant MANETs
Ad Hoc Networks
A survey of cross-layer performance enhancements for Mobile IP networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
CCNC'09 Proceedings of the 6th IEEE Conference on Consumer Communications and Networking Conference
Performance Study of a Mobile Multi-hop 802.11a/b Railway Network Using Passive Measurement
Mobile Networks and Applications
Usability improvements for WLAN access
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: interaction design and usability
Data-driven co-clustering model of internet usage in large mobile societies
Proceedings of the 13th ACM international conference on Modeling, analysis, and simulation of wireless and mobile systems
Mapping the urban wireless landscape with Argos
Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems
An empirical analysis of serendipitous media sharing among campus-wide wireless users
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Measurement and analysis of real-world 802.11 mesh networks
IMC '10 Proceedings of the 10th ACM SIGCOMM conference on Internet measurement
An interference and load aware routing metric for Wireless Mesh Networks
International Journal of Ad Hoc and Ubiquitous Computing
Achieving End-to-end Fairness in 802.11e Based Wireless Multi-Hop Mesh Networks Without Coordination
Mobile Networks and Applications
Trace-based mobility modeling for multi-hop wireless networks
Computer Communications
Usage patterns in an urban WiFi network
IEEE/ACM Transactions on Networking (TON)
Buffer sizing for 802.11-based networks
IEEE/ACM Transactions on Networking (TON)
Data downloading on the sparse coverage-based wireless networks
Journal of Electrical and Computer Engineering
Characterising university WLANs within eduroam context
NEW2AN'11/ruSMART'11 Proceedings of the 11th international conference and 4th international conference on Smart spaces and next generation wired/wireless networking
CDMA mobile internet user behavior analysis based on RP interface
WISM'11 Proceedings of the 2011 international conference on Web information systems and mining - Volume Part I
A comparative analysis of the user behavior in academic WiFi networks
Proceedings of the 6th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
Data-unit-size distribution model when message segmentations occur
Performance Evaluation
Wireless local area network positioning
Ambient Intelligence for Scientific Discovery
User-Assisted host-based detection of outbound malware traffic
ICICS'09 Proceedings of the 11th international conference on Information and Communications Security
Identifying 802.11 traffic from passive measurements using iterative Bayesian inference
IEEE/ACM Transactions on Networking (TON)
A global local modeling of internet usage in large mobile societies
Proceedings of the 7th ACM workshop on Performance monitoring and measurement of heterogeneous wireless and wired networks
SAGA: socially- and geography-aware mobility modeling framework
Proceedings of the 15th ACM international conference on Modeling, analysis and simulation of wireless and mobile systems
PH-distributed fault models for mobile communication
Proceedings of the Winter Simulation Conference
Modeling cellular network traffic with mobile call graph constraints
Proceedings of the Winter Simulation Conference
Characterizing User Behavior in a European Academic WiFi Network
International Journal of Handheld Computing Research
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To understand better how users take advantage of wireless networks, we examine a twelve-week trace of a building-wide local-area wireless network. We analyze the network for overall user behavior (when and how intensively people use the network and how much they move around), overall network traffic and load characteristics (observed throughput and symmetry of incoming and outgoing traffic), and traffic characteristics from a user point of view (observed mix of applications and number of hosts connected to by users).Amongst other results, we find that users are divided into distinct location-based sub-communities, each with its own movement, activity, and usage characteristics. Most users exploit the network for web-surfing, session-oriented activities and chat-oriented activities. The high number of chat-oriented activities shows that many users take advantage of the mobile network for synchronous communication with others. In addition to these user-specific results, we find that peak throughput is usually caused by a single user and application. Also, while incoming traffic dominates outgoing traffic overall, the opposite tends to be true during periods of peak throughput, implying that significant asymmetry in network capacity could be undesirable for our users.While these results are only valid for this local-area wireless network and user community, we believe that similar environments may exhibit similar behavior and trends. We hope that our observations will contribute to a growing understanding of mobile user behavior.