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Service selection in web service compositions optimizing energy consumption and service response time

Yanik Ngoko, Alfredo Goldman, Dejan Milojicic
<span title="">2013</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/bb6biifh2vgodnm4pohs33dggi" style="color: black;">Journal of Internet Services and Applications</a> </i> &nbsp;
response time and the energy consumption.  ...  The novelty in this work is our focus on multi-process composition and energy consumption. The paper also proposes a new analysis of the service selection and an evaluation of the proposed algorithm.  ...  Conclusion In this paper, we proposed new solutions for optimizing the selection of services on service response time and energy consumption on Web service compositions.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1869-0238-4-19">doi:10.1186/1869-0238-4-19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sl6qyzh6kva55fvkgp57426r7u">fatcat:sl6qyzh6kva55fvkgp57426r7u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721195654/https://jisajournal.springeropen.com/track/pdf/10.1186/1869-0238-4-19?site=jisajournal.springeropen.com" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/42/69/426994c07586aff4975eb28d17ca58c4a4e70f02.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1186/1869-0238-4-19"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> springer.com </button> </a>

Fuzzy Logic Based QoS Optimization Mechanism for Service Composition

S. de Gyves Avila, K. Djemame
<span title="">2013</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rhqc7hsmyvczvgaaxaz2k6wcw4" style="color: black;">2013 IEEE Seventh International Symposium on Service-Oriented System Engineering</a> </i> &nbsp;
Experimental results show significant improvements in the global QoS of the use case scenario, providing reductions up to 17.1% in response time, 17.38% in cost and 40% in energy consumption.  ...  The proposed optimization model performs service selection based on the analysis of historical and real QoS data, gathered at different stages during the execution of composite services.  ...  In this work, the quality parameters that will be considered for each service are response time, cost and energy consumption.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sose.2013.28">doi:10.1109/sose.2013.28</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/sose/AvilaD13.html">dblp:conf/sose/AvilaD13</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hvb3yrcwrfbfdk2vw43qzrjyqm">fatcat:hvb3yrcwrfbfdk2vw43qzrjyqm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180723053950/http://eprints.whiterose.ac.uk/79907/1/A%20QoS%20Optimization%20Mechanism%20for%20Service%20Composition%20Based%20on%20Fuzzy%20Logic.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b3/9c/b39c659a3a786394ceb7213db403ad68d65e3e74.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/sose.2013.28"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Towards Energy-aware Web Service Composition

Wei Wang, Suichu Zhai, Xiao Xia Shi
<span title="2014-12-31">2014</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/cjfkr6nrjbcjrhn6a6mvtme4ay" style="color: black;">International Journal of u- and e- Service, Science and Technology</a> </i> &nbsp;
In recent years, the Web service composition technology has developed rapidly, as a result, the energy consumption problem is also increasingly prominent.  ...  of service composition effectively.  ...  In the aspect of optimization, there are two different methods of Web service optimization, which are local optimization and global optimization [4] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijunesst.2014.7.6.32">doi:10.14257/ijunesst.2014.7.6.32</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lyez6prwmjbtlhkmub3vz3ihry">fatcat:lyez6prwmjbtlhkmub3vz3ihry</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602195153/http://www.sersc.org/journals/IJUNESST/vol7_no6/32.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/04/77/047772e3c12ffbba1ffc1d9f2dbb58a172841ffa.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijunesst.2014.7.6.32"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Green Energy Strategic Management for Service of Quality Composition in the Internet of Things Environment

Jianhao Gao, Zhihan Lv
<span title="2020-11-30">2020</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y3fh56bfunh5fgneywwba6d4ke" style="color: black;">Complexity</a> </i> &nbsp;
Therefore, we construct the service composition structure for the IoT and propose the QoS evaluation model and energy evaluation model for the service composition in the IoT environment.  ...  At present, the problems of service composition in the IoT environment mostly focus on the evaluation research based on quality of service (QoS), ignoring the overall energy consumption in the process  ...  In references [29, 30] , the paper proposes the service composition selection by minimizing the weighted sum of energy consumption and response time.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6678612">doi:10.1155/2020/6678612</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/4d5upqrysjdwtgpz33qsm4hpua">fatcat:4d5upqrysjdwtgpz33qsm4hpua</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201203201052/http://downloads.hindawi.com/journals/complexity/2020/6678612.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/72/bd/72bd06fadc7485a5c58cc56668c5463932b9f87f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2020/6678612"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> hindawi.com </button> </a>

QoS-Aware Selection Framework for Web Services [chapter]

Zibin Zheng, Michael R. Lyu
<span title="2012-11-27">2012</span> <i title="Springer Berlin Heidelberg"> QoS Management of Web Services </i> &nbsp;
An important challenge is addressed in this paper for developing efficient services selection algorithm with the optimization of both quality and energy consumption in the context of IOT services composition  ...  The proposed selection approach consists in the quality of the services in view of the satisfaction of the user through the use of a lexicographical optimization technique.  ...  • Selection time: it represents the computational time of the Selection algorithm. • Optimality: it is defined as the ratio of quality value obtained in the case of EQSA to optimal value of composite  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-34207-3_8">doi:10.1007/978-3-642-34207-3_8</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/awerjup3jrfhhnsfidniz3b7hq">fatcat:awerjup3jrfhhnsfidniz3b7hq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200321005414/http://ijsrst.com/paper/5164.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/4b/e3/4be33a56a540733fac62c689030322e83113037d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-642-34207-3_8"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

An energy-aware service composition algorithm for multiple cloud-based IoT applications

Thar Baker, Muhammad Asim, Hissam Tawfik, Bandar Aldawsari, Rajkumar Buyya
<span title="">2017</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/zpj7dqnpznduhha4bqzx3te2um" style="color: black;">Journal of Network and Computer Applications</a> </i> &nbsp;
Integrating fewer services can result in a reduction in data interchange, which in return helps in reducing the energy consumption and carbon footprint.  ...  The movement of mass data between services influences the whole application process in terms of energy consumption.  ...  It also counts the number of providers collaborated in the final composition (line 15), and calculates the total energy consumption of the final composition, as shown in line 14. 1 Get USR⟨I, G⟩ 2 Select  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jnca.2017.03.008">doi:10.1016/j.jnca.2017.03.008</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/we57evq7o5bsnky5zclbpwxr44">fatcat:we57evq7o5bsnky5zclbpwxr44</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190429010501/http://eprints.leedsbeckett.ac.uk/4149/1/AnEnergy-AwareServiceAM_TAWFIK.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e7/dc/e7dce85dcfe35276c14b13de8b190036804d78dc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.jnca.2017.03.008"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Cloud-SEnergy: A bin-packing based multi-cloud service broker for energy efficient composition and execution of data-intensive applications

Thar Baker, Bandar Aldawsari, Muhammad Asim, Hissam Tawfik, Zakaria Maamar, Rajkumar Buyya
<span title="">2018</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ubljzy3hrvfs3lln4wifazkrs4" style="color: black;">Sustainable Computing: Informatics and Systems</a> </i> &nbsp;
The over-reliance of today's world on Information and Communication Technologies (ICT) has led to an exponential increase in data production, network traffic, and energy consumption.  ...  This selection is addressed by our Cloud-SEnergy, a system that uses a bin-packing technique to generate the most efficient service composition plans.  ...  improvements in terms of both running time and energy consumption.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.suscom.2018.05.011">doi:10.1016/j.suscom.2018.05.011</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rtuo2nji2jbthccntwtpudq2oe">fatcat:rtuo2nji2jbthccntwtpudq2oe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200305122237/http://eprints.leedsbeckett.ac.uk/5046/1/Cloud-SEnergyAM-TAWFIK.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1d/be/1dbe77d93aab3c11ca5799543fbeced15086e4b8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.suscom.2018.05.011"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Bi-Objective Optimization for Energy Aware Internet of Things Service Composition

Osama Alsaryrah, Ibrahim Mashal, Tein-Yaw Chung
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The BSPO has two objectives, minimizing the QoS including execution time, network latency, and service price, and minimize the energy consumption of the composite service.  ...  In this paper, we reduced the problem of finding an optimal balance between QoS level and the consumed energy of the IoT service composition to a bi-objective shortest path optimization (BSPO) problem  ...  Then we analyzed the performance of the exact bi-objective algorithm for IoT service composition that optimizes QoS utility, i.e. network latency, response time and service cost, and consumed energy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2018.2836334">doi:10.1109/access.2018.2836334</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/7surshlbqfeuxdlyauoms7dinm">fatcat:7surshlbqfeuxdlyauoms7dinm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200929055738/https://arxiv.org/pdf/1811.11272v1.pdf" title="fulltext PDF download [not primary version]" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <span style="color: #f43e3e;">&#10033;</span> <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a7/6c/a76cb1848f689b059b2b315f8b5a656d08a1e3b7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2018.2836334"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>

Software Greenability: A Case Study of Cloud-Based Business Applications Provisioning

Hayri Acar, Hind Benfenatki, Jean-Patrick Gelas, Catarina Ferreira Da Silva, Gulfem I. Alptekin, Aicha-Nabila Benharkat, Parisa Ghodous
<span title="">2018</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/ftej443yjfel7jenws7pewa4ju" style="color: black;">2018 IEEE 11th International Conference on Cloud Computing (CLOUD)</a> </i> &nbsp;
Indeed, it is the software application that is responsible for executing tasks, that indirectly affects the hardware energy consumption. This work focus on software energy consumption.  ...  The emission of CO2 due to ICT (Information and Communication Technologies) is found as equivalent to aviation sector. Although the energy consumption in ICT is due both to hardware and software.  ...  In this case, after selecting the composition plan to deploy, a new web page will open providing an interface to choose these options.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloud.2018.00125">doi:10.1109/cloud.2018.00125</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/IEEEcloud/AcarBGSABG18.html">dblp:conf/IEEEcloud/AcarBGSABG18</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/tzrmruhqs5aefntarfooud3pna">fatcat:tzrmruhqs5aefntarfooud3pna</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190504010913/https://hal.archives-ouvertes.fr/hal-01887065/document" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/94/28/94284544511ed46fb94fa158e8ade49c2760e441.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cloud.2018.00125"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Energy-aware service execution

Waltenegus Dargie, Anja Strunk, Alexander Schill
<span title="">2011</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2zaau7xitzdupllip6mf432p5m" style="color: black;">2011 IEEE 36th Conference on Local Computer Networks</a> </i> &nbsp;
The energy consumption of ICT infrastructures has increased considerably in the recent years.  ...  This paper introduces a conceptual architecture for an energy-aware service execution platform and compares three optimisation mechanisms to support dynamic service migration and rebinding.  ...  , response time, and price).  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcn.2011.6115164">doi:10.1109/lcn.2011.6115164</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/lcn/DargieSS11.html">dblp:conf/lcn/DargieSS11</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ghinmzpaxbepbejsv4xnejwy6u">fatcat:ghinmzpaxbepbejsv4xnejwy6u</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170705125835/http://wwwpub.zih.tu-dresden.de/~dargie/papers/eese.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f3/a1/f3a18e41eb443db6f8c288188b06d883deda0dd1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/lcn.2011.6115164"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

TRENDY

Talal Ashraf Butt, Iain Phillips, Lin Guan, George Oikonomou
<span title="">2012</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/y6tofvxm7nfvxjtnkrnmfk7bly" style="color: black;">Proceedings of the Third International Workshop on the Web of Things - WOT &#39;12</a> </i> &nbsp;
Our simulation results show that trendy techniques reduce the control traffic considerably and also reduce the energy consumption, while offering the optimal service selection.  ...  In addition, trendy introduces an adaptive timer and grouping mechanism to minimise control overhead and energy consumption. trendy's grouping is based on location tags to localise status maintenance traffic  ...  A solution must be able to select the optimal service in specific context (location) depending on factors, including past service demand, reliability and remaining energy. • Service composition: Many services  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2379756.2379758">doi:10.1145/2379756.2379758</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wot/ButtPGO12.html">dblp:conf/wot/ButtPGO12</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/h5ny3rspibfrzkqvj4fd254zka">fatcat:h5ny3rspibfrzkqvj4fd254zka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20120722060848/http://www.ht.sfc.keio.ac.jp:80/~hxt/pub/pervasive2012/Pervasive/workshops/wot_1_butt.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/cc/94/cc9448690a2cf24ce00113e6a5fab5561dbf49c7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2379756.2379758"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Energy-Aware Service Composition Algorithms for Service-Oriented Heterogeneous Wireless Sensor Networks

Tao Wang, Lianglun Cheng, Ke Zhang, Jun Liu
<span title="">2014</span> <i title="SAGE Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/snvb3djywzbhvjtue42hxtjery" style="color: black;">International Journal of Distributed Sensor Networks</a> </i> &nbsp;
With both the energy-aware metrics: energy-aware load-balancing factor and overall energy consumption, we formulate the process of energy-aware sensor service composition into a combinatorial optimization  ...  Because of the constrained resources and unreliable communication in sensor networks, traditional service composition techniques in web services with adequate resources are insufficient.  ...  ., residual energy and location) service selection for dependable service composition was not deeply studied in this paper. The work of Estévez-Ayres et al.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2014/217102">doi:10.1155/2014/217102</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sf7qpgmqcjfazjnulq5ms5zkkq">fatcat:sf7qpgmqcjfazjnulq5ms5zkkq</a> </span>
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A Multi-Criteria Multi-Cloud Service Composition in Mobile Edge Computing

Beibei Pang, Fei Hao, Doo-Soon Park, Carmen De Maio
<span title="">2020</span> <i title="MDPI AG"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/oglosmy3gbhuzobyjit4qalakq" style="color: black;">Sustainability</a> </i> &nbsp;
In the 5G era, aiming to reduce energy consumption and latency, most applications or services are conducted on both edge cloud servers and cloud servers.  ...  In order to obtain an optimized cloud combination that can efficiently reduce the energy consumption, money cost, and network latency, the skyline query mechanism is utilized for extracting the optimized  ...  This approach considers energy consumption, price, and network latency to be equally important, and skyline hierarchical calculations select the optimal cloud composition under multi-factor optimization  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su12187661">doi:10.3390/su12187661</a> <a target="_blank" rel="external noopener" href="https://doaj.org/article/f411c2e45d7d4c5695994d4c25f52074">doaj:f411c2e45d7d4c5695994d4c25f52074</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xuyjrqw6drejlkooqxx5nnk7a4">fatcat:xuyjrqw6drejlkooqxx5nnk7a4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107145549/https://res.mdpi.com/d_attachment/sustainability/sustainability-12-07661/article_deploy/sustainability-12-07661-v2.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2d/17/2d17d9380eeb1540687a85faed5bfb9754739e8f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.3390/su12187661"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> mdpi.com </button> </a>

Computational Offloading for Mashup Services in Mobile Cloud Computing Environment

Kuljeet Kaur, Pankaj deep Kaur
<span title="2015-06-30">2015</span> <i title="Science and Engineering Research Support Society"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/k7f2snpxzrhybfen3tkjr6uoa4" style="color: black;">International Journal of Grid and Distributed Computing</a> </i> &nbsp;
The paper describes the quality of services parameters used for offloading in mobile applications and also describes the existing approaches for mobile cloud computing.  ...  The cloud system is considered as the hub of hosted services in which a particular user can access the cloud system remotely by using applications or by using the browsers.  ...  The QASM (QoS Aware Services Mash up) model is used for selecting the best path and selects optimal path which is a NP complete problem.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijgdc.2015.8.3.15">doi:10.14257/ijgdc.2015.8.3.15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/mszg4snowngsfkad42ijw53aqu">fatcat:mszg4snowngsfkad42ijw53aqu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180601215232/http://www.sersc.org/journals/IJGDC/vol8_no3/15.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/b6/02/b6027973d736e6d8be953dcdcabfa384c5bad626.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14257/ijgdc.2015.8.3.15"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Study on Energy Consumption Optimization Scheduling for Internet of Things

Xuefeng Ding, Jiang Wu
<span title="">2019</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q7qi7j4ckfac7ehf3mjbso4hne" style="color: black;">IEEE Access</a> </i> &nbsp;
The algorithm searches for the idle time of the device and optimizes the device scheduling energy consumption model to reduce the overall energy consumption of the device scheduling in the IoT environment  ...  Based on the equipment scheduling energy cost and equipment scheduling time in the IoT environment, the multi-objective equipment scheduling optimization equation in the IoT environment is constructed,  ...  The service-scheduling model includes two modules: service request scheduling and optimal service selection.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2919769">doi:10.1109/access.2019.2919769</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/zrw3d73s4zc3bh33mziqvd7cfi">fatcat:zrw3d73s4zc3bh33mziqvd7cfi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210428192930/https://ieeexplore.ieee.org/ielx7/6287639/8600701/08725588.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/25/42/254293e16c4c657c3e3966a71fa5843f6fe0840a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2019.2919769"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> ieee.com </button> </a>
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