A Survey of Energy Efficient Network Protocols for Wireless Networks
Wireless Networks
Energy consumption of TCP Reno, Newreno, and SACK in multi-hop wireless networks
SIGMETRICS '02 Proceedings of the 2002 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Analysis of TCP's computational energy cost for mobile computing
SIGMETRICS '03 Proceedings of the 2003 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Energy/Throughput Tradeoffs of TCP Error Control Strategies
ISCC '00 Proceedings of the Fifth IEEE Symposium on Computers and Communications (ISCC 2000)
TCP-probing: towards an error control schema with energy and throughput performance gains
ICNP '00 Proceedings of the 2000 International Conference on Network Protocols
Managing battery lifetime with energy-aware adaptation
ACM Transactions on Computer Systems (TOCS)
Managing battery lifetime with energy-aware adaptation
ACM Transactions on Computer Systems (TOCS)
Energy consumption of TCP in ad hoc networks
Wireless Networks
Why is the internet traffic bursty in short time scales?
SIGMETRICS '05 Proceedings of the 2005 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
A measurement study of correlations of internet flow characteristics
Computer Networks: The International Journal of Computer and Telecommunications Networking
Handbook of Algorithms for Wireless Networking and Mobile Computing (Chapman & Hall/Crc Computer & Information Science)
Energy consumption and conservation in mobile peer-to-peer systems
MobiShare '06 Proceedings of the 1st international workshop on Decentralized resource sharing in mobile computing and networking
Delving into internet streaming media delivery: a quality and resource utilization perspective
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Trickle: a userland bandwidth shaper for Unix-like systems
ATEC '05 Proceedings of the annual conference on USENIX Annual Technical Conference
A machine learning approach to TCP throughput prediction
Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Interference analysis and transmit power control in IEEE 802.11a/h wireless LANs
IEEE/ACM Transactions on Networking (TON)
Modeling energy efficiency in wireless internet communication
Proceedings of the 1st ACM workshop on Networking, systems, and applications for mobile handhelds
Middleware for energy-awareness in mobile devices
Proceedings of the Fourth International ICST Conference on COMmunication System softWAre and middlewaRE
IEEE Journal on Selected Areas in Communications
Using Compression Energy Efficiently in Mobile Environment
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
A System-Level Model for Runtime Power Estimation on Mobile Devices
GREENCOM-CPSCOM '10 Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing
CasCap: cloud-assisted context-aware power management for mobile devices
MCS '11 Proceedings of the second international workshop on Mobile cloud computing and services
Energy-efficient internetworking with DTN
WWIC'11 Proceedings of the 9th IFIP TC 6 international conference on Wired/wireless internet communications
Energy considerations for a wireless multi-homed environment
EUNICE'11 Proceedings of the 17th international conference on Energy-aware communications
Measurement-based modelling of power consumption at wireless access network gateways
Computer Networks: The International Journal of Computer and Telecommunications Networking
SmartDiet: offloading popular apps to save energy
Proceedings of the ACM SIGCOMM 2012 conference on Applications, technologies, architectures, and protocols for computer communication
Can offloading save energy for popular apps?
Proceedings of the seventh ACM international workshop on Mobility in the evolving internet architecture
SmartDiet: offloading popular apps to save energy
ACM SIGCOMM Computer Communication Review - Special october issue SIGCOMM '12
TCP receive buffer aware wireless multimedia streaming: an energy efficient approach
Proceeding of the 23rd ACM Workshop on Network and Operating Systems Support for Digital Audio and Video
Exploiting the potential of DTN for energy-efficient internetworking
Journal of Systems and Software
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Previous studies have shown that a significant part of the overall energy consumption of battery-powered mobile devices is caused by network data transmission. Power models that describe the power consumption behavior of the network data transmission are therefore an essential tool in estimating the battery lifetime and in minimizing the energy usage of mobile devices. In this paper, we present a simple and practical power model for data transmission over an 802.11g WLAN and show its accuracy against physical data measured from three popular mobile platforms, Maemo, Android and Symbian. Our model estimates the energy usage based on the data transmission flow characteristics which are easily available on all the platforms without modifications to low-level software components or hardware. Based on our measurements and experimentation on real networks we conclude that our model is easy to apply and of adequate accuracy.