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Software Annotations for Power Optimization on Mobile Devices

R. Cornea, A. Nicolau, N. Dutt
2006 Proceedings of the Design Automation & Test in Europe Conference  
We introduce a software annotation based approach to power optimization and demonstrate its application on a backlight adjustment technique for LCD displays during multimedia playback, for improved battery  ...  Modern applications for mobile devices, such as multimedia video/audio, often exhibit a common behavior: they process streams of incoming data in a regular, predictable way.  ...  We propose a new software approach for runtime power optimization based on data analysis.  ... 
doi:10.1109/date.2006.244043 dblp:conf/date/CorneaND06 fatcat:pygxa77q4fbndhh3oenjh2gvae

Fine-grained energy profiling for deep convolutional neural networks on the Jetson TX1

Crefeda Faviola Rodrigues, Graham Riley, Mikel Lujan
2017 2017 IEEE International Symposium on Workload Characterization (IISWC)  
Energy-use is a key concern when migrating current deep learning applications onto low power heterogeneous devices such as a mobile device.  ...  This is because deep neural networks are typically designed and trained on high-end GPUs or servers and require additional processing steps to deploy them on low power devices.  ...  for deep neural networks on mobile devices.  ... 
doi:10.1109/iiswc.2017.8167764 dblp:conf/iiswc/RodriguesRL17 fatcat:z4aqds63mnadndglj4u5nxvlwq

Leveraging Cloudlets for Immersive Collaborative Applications

Tim Verbelen, Pieter Simoens, Filip De Turck, Bart Dhoedt
2013 IEEE pervasive computing  
Cyber foraging has already shown itself to be succesful for enabling resource-intensive applications on mobile devices.  ...  Therefore, our framework also enables collaborative scenarios by sharing components between multiple devices.  ...  ACKNOWLEDGMENT Tim Verbelen is funded by Ph.D grant of the Fund for Scientific Research, Flanders (FWO-V).  ... 
doi:10.1109/mprv.2013.66 fatcat:g5s32hmzmrfh3kvvxiqgay5oou

Towards the optimization of power and bandwidth consumption in mobile-cloud hybrid applications

Aamir Akbar, Peter R. Lewis
2017 2017 Second International Conference on Fog and Mobile Edge Computing (FMEC)  
Mobile devices can now support a wide range of applications, many of which demand high computational power.  ...  We modularized them first, based on computationally-intensive tasks, and then executed them using a simple MC framework while measuring the power and bandwidth consumption at run-time.  ...  Measuring network bandwidth usage and mobile device battery power consumption, we might obtain Pareto-optimal configurations.  ... 
doi:10.1109/fmec.2017.7946433 dblp:conf/fmec/AkbarL17 fatcat:xhaez7vsmjfq3nrv2kygsvk36a

Constraint-Driven Dynamic Adaptation of Mobile Applications for Quality of Service

Young-Woo Kwon, Eli Tilevich
2014 Proceedings of the 6th International Conference on Mobile Computing, Applications and Services  
In this paper, we present a novel approach to configurable, adaptive offloading for mobile applications that is driven by constraint solving.  ...  Offloading a mobile application's functionality to execute at a remote server has become an important energy and performance optimization technique.  ...  However, using boolean predicates turned to be quite suitable for mobile devices that are known for their heterogeneous hardware and software stacks.  ... 
doi:10.4108/icst.mobicase.2014.257806 dblp:conf/mobicase/KwonT14a fatcat:fr6r7koyfzeahmnpnbski22z5m

REVIEW ON COMPUTE AUGMENTATION TECHNIQUES IN MOBILE CLOUD COMPUTING

V. Suganya
2018 International Journal of Advanced Research in Computer Science  
An avatar is a software entity, one for each mobile device user reducing workload, storage, and bandwidth.  ...  Software called Power Tutor is used to measure the power consumption of the application and device.  ... 
doi:10.26483/ijarcs.v9i2.5767 fatcat:cn7s5h3i3vatbbjfq2z7gnuqky

TANGO: Transparent heterogeneous hardware Architecture deployment for eNergy Gain in Operation [article]

Karim Djemame and Django Armstrong and Richard Kavanagh and Jean-Christophe Deprez and Ana Juan Ferrer and David Garcia Perez and Rosa Badia and Raul Sirvent and Jorge Ejarque and Yiannis Georgiou
2016 arXiv   pre-print
The paper is concerned with the issue of how software systems actually use Heterogeneous Parallel Architectures (HPAs), with the goal of optimizing power consumption on these resources.  ...  It argues the need for novel methods and tools to support software developers aiming to optimise power consumption resulting from designing, developing, deploying and running software on HPAs, while maintaining  ...  Acknowledgments This work is partly supported by the European Commission under H2020-ICT-20152 contract 687584 -Transparent heterogeneous hardware Architecture deployment for eNergy Gain in Operation (  ... 
arXiv:1603.01407v1 fatcat:3yjffrybxfbondmjgq5vy5fjd4

Augmenting Pervasive Environments with an XMPP-Based Mobile Cloud Middleware [chapter]

Dejan Kovachev, Yiwei Cao, Ralf Klamma
2012 Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering  
Emerging cloud computing opens an access to unlimited resources for mobile devices.  ...  Based on a scenariobased requirement analysis and a comprehensive study on existing work for augmenting mobile devices, we propose a XMPP-based mobile cloud computing architecture employing module partitioning  ...  It is resource-consuming for mobile devices to solve the optimization problem within itself. Therefore, lightweight, fast and predictive decision algorithms should be executed on the device.  ... 
doi:10.1007/978-3-642-29336-8_25 fatcat:2ly42i5omfem7pt6zxg5jbdqei

Mobile cloud computing for computation offloading: Issues and challenges

Khadija Akherfi, Micheal Gerndt, Hamid Harroud
2018 Applied Computing and Informatics  
Today, users become more demanding and expect to execute computational intensive applications on their smartphone devices.  ...  Despite the evolution and enhancements that mobile devices have experienced, they are still considered as limited computing devices.  ...  Acknowledgments This work has been funded by the Schlumberger Foundation Faculty for the Future and Technical University of Munich.  ... 
doi:10.1016/j.aci.2016.11.002 fatcat:uidib2xtprhkdejcctcotj4ky4

Mobile Cloud Computing: A Comparison of Application Models [article]

Dejan Kovachev, Yiwei Cao, Ralf Klamma
2011 arXiv   pre-print
We conclude with recommendations for how this better understanding of mobile cloud computing can help building more powerful mobile applications.  ...  However, the actual realization of these benefits is far from being achieved for mobile applications and open many new research questions.  ...  The developed software modules should be optimized for running on different mobile device hardware.  ... 
arXiv:1107.4940v1 fatcat:fxxdwm4sifbmlf6qsu6ws7ftpu

Evidence-Aware Mobile Cloud Architectures [chapter]

Huber Flores, Vassilis Kostakos, Sasu Tarkoma, Pan Hui, Yong Li
2017 Mobile Big Data  
However, existing offloading mechanisms lack from efficient decision models for augmenting the mobile device with cloud resources on the fly.  ...  In this chapter, we explore the challenges and opportunities of a new kind of mobile architecture, namely evidence-aware mobile cloud architecture, which relies on crowdsensing to diagnose the optimal  ...  MAUI uses annotations to identify methods that are resourceintensive for the device. Annotations are introduced within the source code by relying on the expertise of the software developer.  ... 
doi:10.1007/978-3-319-67925-9_4 dblp:series/lndect/FloresKTHL18 fatcat:o2vbpq5lajgexikh2azwxla3oe

APE: an annotation language and middleware for energy-efficient mobile application development

Nima Nikzad, Octav Chipara, William G. Griswold
2014 Proceedings of the 36th International Conference on Software Engineering - ICSE 2014  
APE annotations are used to demarcate a power-hungry code segment whose execution is deferred until the device enters a state that minimizes the cost of that operation.  ...  A case study of using APE annotations in a real mobile sensing application shows that annotations can cleanly specify a power management policy and reduce the complexity of its implementation.  ...  BACKGROUND AND RELATED WORK In recent years, energy-saving optimizations for mobile devices have been an active area of research.  ... 
doi:10.1145/2568225.2568288 dblp:conf/icse/NikzadCG14 fatcat:ab6i2kfpojhlbivqqjuj4llrzm

Mobile AR Requirements for Location Based Social Networks

Tuukka Turunen, Tino Pyssysalo, Juha Röning
2010 International Journal of Virtual Reality  
Utilizing the novel User Interface (UI) technology of Augmented Reality (AR) in mobile phones provides significant advantages for Location Based Social Networks (LBSN) via powerful UI that allows the user  ...  We present results from end-user studies and our experimental system we have created to study mobile AR interface for the LBSN services, and conclude that the mobile phones can be used for creation of  ...  Pyssysalo thank the development team for support, and Digia Plc for permission to write this article.  ... 
doi:10.20870/ijvr.2010.9.4.2792 fatcat:phfzz5a3vbf3vcljg724y65jl4

Enterprise Resource Planning System Deployment on Mobile Cloud Computing

Yvette E. Gelogo, Haeng-Kon Kim
2013 Asia-pacific Journal of Multimedia services convergent with Art Humanities and Sociology  
This paper introduces a mobile ERP system with the concept of SaaS cloud. In this paper we proposed a development of mobile ERP based on the Adaptive object model.  ...  Mobile devices are increasingly becoming an essential part of human life as the most effective and convenient communication tools not bounded by time and place.  ...  This section describes the implementation issues for proposed optimized ERP System Deployment on Mobile Cloud Computing Infrastructure.  ... 
doi:10.14257/ajmscahs.2013.06.02 fatcat:vdx5a6qrdjfcjffh2jry43vcby

AR-TagBrowse: Annotating and Browsing 3D Objects on Mobile Devices [article]

Evangelos Eftaxopoulos, Andreas Vasilakis, Ioannis Fudos
2014 Eurographics State of the Art Reports  
We report on the development of a novel interactive augmented reality app called AR-TagBrowse, built on Unity 3D that enables users to tag and browse 3D objects.  ...  The user is then capable of interactively viewing the 3D object, browsing tags or entering new tags providing comments or information for specific parts of the object.  ...  Powerful mobile devices with advanced graphics hardware have recently enabled photorealistic interactive rendering of 3D objects or even of the entire 3D scene.  ... 
doi:10.2312/egp.20141062 fatcat:i5md5wjdmrag5lsx4svh45mqj4
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