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Analyzing the Power Consumption of the Mobile Page Load

Yi Cao, Javad Nejati, Pavan Maguluri, Aruna Balasubramanian, Anshul Gandhi
2016 Proceedings of the 2016 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Science - SIGMETRICS '16  
This work was supported by the National Science Foundation through the grant CNS-1551909 and a Google Research Grant R2-2015-839.  ...  Acknowledgements We gratefully acknowledge the anonymous reviewers for their feedback.  ...  CONCLUSION RECON provides Web developers with quick and accurate power predictions of the mobile page load.  ... 
doi:10.1145/2896377.2901491 dblp:conf/sigmetrics/CaoNMBG16 fatcat:47mhz6eurfhxlb7pxccch57tci

Analyzing the Power Consumption of the Mobile Page Load

Yi Cao, Javad Nejati, Pavan Maguluri, Aruna Balasubramanian, Anshul Gandhi
2016 Performance Evaluation Review  
This work was supported by the National Science Foundation through the grant CNS-1551909 and a Google Research Grant R2-2015-839.  ...  Acknowledgements We gratefully acknowledge the anonymous reviewers for their feedback.  ...  CONCLUSION RECON provides Web developers with quick and accurate power predictions of the mobile page load.  ... 
doi:10.1145/2964791.2901491 fatcat:hkgj5trkmrcnhdxmyzsi5bddey

Web browser workload characterization for power management on HMP platforms

Nadja Peters, Sangyoung Park, Samarjit Chakraborty, Benedikt Meurer, Hannes Payer, Daniel Clifford
2016 Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis - CODES '16  
Although there has been a significant improvement in performance of web page rendering on mobile phones in recent years, the power consumption reduction has not been addressed much.  ...  The volume of mobile web browsing traffic has significantly increased as well as the complexity of the mobile websites mandating high-performance web page rendering engines to be used on mobile devices  ...  Acknowledgments: This work was partially supported by Google Inc and by the Bavarian Ministry of Economic Affairs and Media, Energy and Technology as part of the EEBatt project.  ... 
doi:10.1145/2968456.2968469 dblp:conf/codes/PetersPCMPC16 fatcat:lypamb4p2ndqxbztny5pmzrapu

Automatic discovery of performance and energy pitfalls in HTML and CSS

Adrian Sampson, Calin Cascaval, Luis Ceze, Pablo Montesinos, Dario Suarez Gracia
2012 2012 IEEE International Symposium on Workload Characterization (IISWC)  
It analyzes a large collection of Web pages to mine a model for their performance based on static attributes of the content.  ...  WebChar is a tool for analyzing browsers holistically to discover properties of HTML and CSS that lead to poor performance and high energy consumption.  ...  Data Collection The data collection tool downloads raw data from popular Web sites for analysis and measures the performance and power consumption of Web browsers while loading each page.  ... 
doi:10.1109/iiswc.2012.6402904 dblp:conf/iiswc/SampsonCCMG12 fatcat:gxtvi2fdi5hxjl3z6rhb6vrvwm

Analysis of a Mobility Management Scheme Considering Battery Power Conservation in IP-Based Mobile Networks

S.-J. Kwon, S.Y. Nam, H.Y. Hwang, D.K. Sung
2004 IEEE Transactions on Vehicular Technology  
One crucial problem in IP-based mobile networks is to conserve battery power of mobile hosts (MHs) usually requiring much power. Mobile users may turn off their MHs for battery power conservation.  ...  We analyze a mobility management scheme that considers battery power conservation in IP-based mobile networks.  ...  Network Load We analyze the effect of binding-lifetime-based registration messages on the network load.  ... 
doi:10.1109/tvt.2004.836964 fatcat:inmghzsogrhlvldgku4arg7tka

Phase-Aware Web Browser Power Management on HMP Platforms

N. Peters, S. Park, D. Clifford, S. Kyostila, R. Mcllroy, B. Meurer, H. Payer, S. Chakraborty
2018 Proceedings of the 2018 International Conference on Supercomputing - ICS '18  
However, mobile browsers available today have mainly focused on performance rather than power consumption, although the battery life of a mobile device is one of the most important usability metrics.  ...  Such browsers have multiple power hungry components such as the rendering engine, and the JavaScript engine, and generate high workload without considering the capabilities and the power consumption characteristics  ...  It analyzes the energy consumption for mobile web page loading and implements modifications to the browser to save energy on a big.LITTLE platform.  ... 
doi:10.1145/3205289.3205293 dblp:conf/ics/PetersPCKMMPC18 fatcat:aqwrzek5ofaxrjq7c56hislvui

Prophecy: Accelerating Mobile Page Loads Using Final-state Write Logs

Ravi Netravali, James Mickens
2018 Symposium on Networked Systems Design and Implementation  
Web browsing on mobile devices is expensive in terms of battery drainage and bandwidth consumption. Mobile pages also frequently suffer from long load times due to high-latency cellular connections.  ...  In this paper, we introduce Prophecy, a new acceleration technology for mobile pages. Prophecy simultaneously reduces energy costs, bandwidth consumption, and page load times.  ...  So, mobile page loads are important to optimize along multiple axes: bandwidth consumption, energy consumption, and page load time.  ... 
dblp:conf/nsdi/NetravaliM18 fatcat:kb3pjji2abftdc7vwjozpwevfq

Evaluating the impact of caching on the energy consumption and performance of progressive web apps

Ivano Malavolta, Katerina Chinnappan, Lukas Jasmontas, Sarthak Gupta, Kaveh Ali Karam Soltany
2020 Proceedings of the IEEE/ACM 7th International Conference on Mobile Software Engineering and Systems  
that users recognise and abide by the legal requirements associated with these rights. • Users may download and print one copy of any publication from the public portal for the purpose of private study  ...  General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications  ...  The response variables of the experiment are (i) the energy consumption of the mobile device and (ii) the page load time of the PWAs.  ... 
doi:10.1145/3387905.3388593 dblp:conf/icse/MalavoltaCJGS20 fatcat:zsrzv7jzsbhqbdqtfqejsubobe

The Web for Under-Powered Mobile Devices: Lessons learned from Google Glass [article]

Jagmohan Chauhan, Mohamed Ali Kaafar, Anirban Mahanti
2015 arXiv   pre-print
measuring webpage load time, temperature variation and power consumption and compare it to a smartphone.  ...  Our findings suggest that (a) performance of Glass compared to a smartphone in terms of power consumption and webpage load time deteriorates with increasing webpage complexity (b) execution time for popular  ...  Our work differentiates from the aforementioned two studies by studying web browser performance not only in terms of webpage loading time but also power consumption and temperature variation on mobile  ... 
arXiv:1507.01677v3 fatcat:oivdo3oddzbxnia4zuvwcxycdy

Modeling and Analysis of an Energy-Efficient Mobility Management Scheme in IP-Based Wireless Networks

Ho Young Hwang, Sun-Jong Kwon, Yun Won Chung, Dan Keun Sung, Suwon Park
2011 Sensors  
An energy-efficient mobility management scheme in IP-based wireless networks is proposed to reduce the battery power consumption of mobile hosts (MHs).  ...  battery power, radio resources, and network load.  ...  To analyze the power-saving effect, let P c i denote power consumption in state i.  ... 
doi:10.3390/s111211273 pmid:22247665 pmcid:PMC3251982 fatcat:vi5vwsb4rzc27i7wyvt4schleq

Characterization of the energy consumption of websites: Impact of website implementation on resource consumption

Olivier Philippot, Alain Anglade, Thierry Leboucq
2014 Proceedings of the 2014 conference ICT for Sustainability  
This tools aims at measuring the computer resource consumption (energy, memory...) of the loading of a website in a browser.  ...  Firstly, considering the measure of 500 websites, website behavior can be characterized in terms of environmental impact.  ...  A good practice would be to move the loading of the scripts at the end of the page for instance.  ... 
doi:10.2991/ict4s-14.2014.21 dblp:conf/ict4s/PhilippotAL14 fatcat:fh4fgsrbcndhta2wwknepcykkq

Optimizing display energy consumption for hybrid Android apps (invited talk)

Ding Li, Angelica Huyen Tran, William G. J. Halfond
2015 Proceedings of the 3rd International Workshop on Software Development Lifecycle for Mobile - DeMobile 2015  
This talk describes our approach for reducing display energy by automatically changing the color schemes used by a web app so that the pages consume less energy when displayed on an OLED based smartphone  ...  Energy has emerged as an important quality metric for apps that run on mobile platforms.  ...  We also saw a power decrease of 25% while the page was loading and rendering. This occurred because modern mobile browsers start to render a page before it has finished loading.  ... 
doi:10.1145/2804345.2804356 dblp:conf/sigsoft/LiTH15a fatcat:krcadit6sfezzpixthsmmhviga

Energy Efficient Algorithm for Disconnected Write Operations in Mobile Web Environments [chapter]

Jong-Mu Choi, Jin-Seok Choi, Jai-Hoon Kim, Young-Bae Ko
2003 Lecture Notes in Computer Science  
In this paper, we propose energy efficient algorithm for disconnected write operations in mobile Web environments and develop analytical models with the goal of saving energy-consumption.  ...  However, energy efficient algorithms are also important in mobile computing environments since mobile devices are powered by battery.  ...  Using our proposed algorithm to reduce energy consumption, the number of messages transferred in the MHs are reduced and work load of disconnected operations for mobile Web service is performance on the  ... 
doi:10.1007/978-3-540-45209-6_93 fatcat:3swvqhq7qnguvaguxnrx3aezxq

Who killed my battery?

Narendran Thiagarajan, Gaurav Aggarwal, Angela Nicoara, Dan Boneh, Jatinder Pal Singh
2012 Proceedings of the 21st international conference on World Wide Web - WWW '12  
Despite the growing popularity of mobile web browsing, the energy consumed by a phone browser while surfing the web is poorly understood.  ...  We present an infrastructure for measuring the precise energy used by a mobile browser to render web pages.  ...  Acknowledgments The fourth author was supported by Deutsche Telekom and NSF.  ... 
doi:10.1145/2187836.2187843 dblp:conf/www/ThiagarajanANBS12 fatcat:awiiihgueracrae7cu6utgyqsy

Energy Efficiency of Web Browsers in the Android Ecosystem [article]

Nélson Gonçalves and Rui Rua and Jácome Cunha and Rui Pereira and João Saraiva
2022 arXiv   pre-print
The results of our study show that there are significant differences in terms of energy consumption among the considered browsers.  ...  This paper presents an empirical study regarding the energy consumption of the most used web browsers on the Android ecosystem.  ...  ACKNOWLEDGMENT This work is financed by National Funds through the Portuguese funding agency, FCT -Fundac ¸ão para a Ciência e a Tecnologia with references UIDB/50021/2020 and UIDB/50014/2020, and a PhD  ... 
arXiv:2205.11399v1 fatcat:n4c4zi5gvnhx3fa7c7vrk3si3m
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