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Scalable Video Streaming over Wireless Access Networks

Harini S
<span title="2019-03-31">2019</span> <i title="International Journal for Research in Applied Science and Engineering Technology (IJRASET)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/hsp44774azcezeyiq4kuzpfh5a" style="color: black;">International Journal for Research in Applied Science and Engineering Technology</a> </i> &nbsp;
As astute cell phones and remote systems turn out to be increasingly prevalent, organize administrations for clients are never again constrained to the home.  ...  For sight and sound recordings, solidness is of the best significance.  ...  As future work, we will study the challenging problem of differentiated scheduling for real-time traffic flows with heterogeneous delay constraints. 14) Paper Title: Traffic-Aware Online Network Selection  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.3276">doi:10.22214/ijraset.2019.3276</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/6v33fdig2jbcfloo5z4uilpbba">fatcat:6v33fdig2jbcfloo5z4uilpbba</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200210071459/https://www.ijraset.com/fileserve.php?FID=20424" 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/cb/d3/cbd3089731d180a0c28982d57528faf81d27e8a5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.22214/ijraset.2019.3276"> <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>

QoS Strategies for Wireless Multimedia Sensor Networks with Energy- Efficient Routing Techniques & QoS Assurances

<span title="2021-11-16">2021</span> <i title="Institute for Advanced Studies"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/xevjkepz3zhtbmkxxaug72cyeu" style="color: black;">International journal for innovative engineering and management research</a> </i> &nbsp;
In recent years, for delivering multimedia information such as images and videos, wireless multimedia sensor networks (WMSNs) have emerged as an outstanding technique.  ...  Under the segregation, we have considered different aspects and segregated them as Data-Aware methods, QoS Aware methods, and Energy-Aware methods.  ...  Under the scheduling process, the COM-MAQ scheduled multi-channel medium access for every cluster and traffic-adaptive and QoS-aware scheduling algorithm for the selection of dynamic time slots and channels  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48047/ijiemr/v10/i11/15">doi:10.48047/ijiemr/v10/i11/15</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yd5qidgisvfgxgureqmr7ahgau">fatcat:yd5qidgisvfgxgureqmr7ahgau</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211120145810/https://www.ijiemr.org/public/uploads/paper/188731637051817.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/d6/d4/d6d477aa3362a5441046f62bf05c19bc970ca851.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.48047/ijiemr/v10/i11/15"> <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>

A Survey on Energy-Efficient Routing Techniques with QoS Assurances for Wireless Multimedia Sensor Networks

Samina Ehsan, Bechir Hamdaoui
<span title="">2012</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b4kxurpz5vbn7gog6wq32vliii" style="color: black;">IEEE Communications Surveys and Tutorials</a> </i> &nbsp;
As an outcome, optimal energy and application-specific QoS aware routing for WMSNs has gained considerable research attention recently.  ...  However, satisfying the stringent quality of service (QoS) requirements of multimedia transmission in a resource-constrained sensor network environment places new challenges to routing.  ...  Ant-based Service Aware Routing (ASAR) [59] is a hierarchical protocol that incorporates reinforcement learning to routing.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/surv.2011.020211.00058">doi:10.1109/surv.2011.020211.00058</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xs4sqft3lnb6lkw3rojesxlpkm">fatcat:xs4sqft3lnb6lkw3rojesxlpkm</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170830050516/http://web.engr.oregonstate.edu/~hamdaoui/papers/2011/Survey-2011-MultimediaSensors.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/fa/5a/fa5a14de1aec53420cfb0ecb0bc0e102abe291e4.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/surv.2011.020211.00058"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Survey on Routing Protocols in Wireless Multimedia Sensor Networks

Fernaz NarinNur, Nazmun Nessa Moon, Narayan Ranjan Chakraborty
<span title="2013-07-26">2013</span> <i title="Foundation of Computer Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b637noqf3vhmhjevdfk3h5pdsu" style="color: black;">International Journal of Computer Applications</a> </i> &nbsp;
multimedia information, namely Wireless Multimedia Sensor Networks (WMSNs).  ...  In this paper, current state-of-the-art in energy-efficient routing techniques for WM-SNs is surveyed together with the highlights of the performance issues of each strategy.  ...  For routing in WMSNs, supervised and reinforcement learning based algorithms are interesting classes of algorithms that require further explorations.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12789-0006">doi:10.5120/12789-0006</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/o7m6ymohavapjeeix7kusk3vci">fatcat:o7m6ymohavapjeeix7kusk3vci</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180604005828/https://research.ijcaonline.org/volume73/number11/pxc3890006.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/67/bf/67bf2ddaab6d665714262ab71ea3c8c6b73f6b2f.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5120/12789-0006"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

A Reinforcement Learning-based Duty Cycle Adjustment Technique in Wireless Multimedia Sensor Networks

Bao Trinh, Liam Murphy, Gabriel-Miro Muntean
<span title="">2020</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;
INDEX TERMS Wireless multimedia sensor networks, energy efficiency, Quality of Service, duty cycle, reinforcement learning, medium access control, Internet of Things.  ...  Multimedia delivery support has recently been added to Wireless Sensor Networks (WSN) and has led to increased interest in Wireless Multimedia Sensor Networks (WMSN).  ...  In general WMSNs incorporate a number of multimedia sensor nodes deployed in an area to The associate editor coordinating the review of this manuscript and approving it for publication was Kuan Chee .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2982590">doi:10.1109/access.2020.2982590</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/q3yxudlxbfbgjnngze4xzpicpy">fatcat:q3yxudlxbfbgjnngze4xzpicpy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107162812/https://ieeexplore.ieee.org/ielx7/6287639/8948470/09044342.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/d2/40/d2401f402cc429399263c8a9e379c3741a488edc.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2982590"> <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>

Multimedia Internet of Things: A Comprehensive Survey

Ali Nauman, Yazdan Ahmad Qadri, Muhammad Amjad, Yousaf Bin Zikria, Muhammad Khalil Afzal, Sung Won Kim
<span title="">2020</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;
We explore the importance of Quality-of-Experience (QoE) and Quality-of-Service (QoS) for multimedia transmission over IoT.  ...  Finally, we present a detailed discussion on the open research issues and several potential research areas related to emerging multimedia communication in IoT.  ...  Lightweight and energy efficient ML algorithms like reinforcement learning, Q-learning, Epsilon greedy are yet to be investigated for latency reduction and improve power conservation for multimedia routing  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2964280">doi:10.1109/access.2020.2964280</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ilihkpik65bdvblyal6rp7tb2y">fatcat:ilihkpik65bdvblyal6rp7tb2y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107175337/https://ieeexplore.ieee.org/ielx7/6287639/8948470/08950450.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/3d/6e/3d6e7ada07c75bdee9b8da2629c8e056cc67a12d.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.2964280"> <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>

QoS-aware MAC protocols for wireless sensor networks: A survey

M. Aykut Yigitel, Ozlem Durmaz Incel, Cem Ersoy
<span title="">2011</span> <i title="Elsevier BV"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/blfmvfslmbggxhopuigjdb3jma" style="color: black;">Computer Networks</a> </i> &nbsp;
We explore QoS challenges and perspectives for wireless sensor networks, survey the QoS mechanisms and classify the state of the art QoS-aware MAC protocols together with discussing their advantages and  ...  Design tradeoffs and open research issues are also investigated to point out the further possible research directions in the field of QoS provisioning in wireless sensor networks at the MAC layer.  ...  RL-MAC RL-MAC [50] is a QoS-aware reinforcement learning (RL) based MAC protocol and uses a CSMA scheme.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.comnet.2011.02.007">doi:10.1016/j.comnet.2011.02.007</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/oepcdvdeqrdbrkxdkmetyhfrru">fatcat:oepcdvdeqrdbrkxdkmetyhfrru</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170808134802/http://www.csie.ntpu.edu.tw/~yschen/course/2011-2/WMN/papers/9_QoS-aware%20MAC%20protocols%20for%20wireless%20sensor%20networks-%20A%20survey.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/36/0f/360ffa46e68cd46f4395073edaaf32a845d6445b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1016/j.comnet.2011.02.007"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> elsevier.com </button> </a>

Machine Learning for Smart Environments in B5G Networks: Connectivity and QoS

Saeed H. Alsamhi, Faris A. Almalki, Hatem Al-Dois, Soufiene Ben Othman, Jahan Hassan, Ammar Hawbani, Radyah Sahal, Brian Lee, Hager Saleh, Ahmed Mostafa Khalil
<span title="2021-09-18">2021</span> <i title="Hindawi Limited"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/3wwzxqpotbc73bzpemzybzg7ee" style="color: black;">Computational Intelligence and Neuroscience</a> </i> &nbsp;
Machine Learning (ML) plays a pivotal role in QoS enhancement, connectivity, and provisioning of smart applications. Therefore, this survey focuses on the use of ML for enhancing IoT applications.  ...  We also provide an in-depth overview of the variety of IoT applications that can be enhanced using ML, such as smart cities, smart homes, and smart healthcare.  ...  sensor intelligence routing and energy-aware routing for enhancing QoS.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/6805151">doi:10.1155/2021/6805151</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/34589123">pmid:34589123</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC8476267/">pmcid:PMC8476267</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/2rl2s6qkxbcabpwpjwcac4z6oe">fatcat:2rl2s6qkxbcabpwpjwcac4z6oe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211010102622/https://downloads.hindawi.com/journals/cin/2021/6805151.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/0d/97/0d971f8719c10c607defd233e346bf42ae3f57f0.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2021/6805151"> <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> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8476267" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Fuzzy Q-Learning Admission Control for WCDMA/WLAN Heterogeneous Networks with Multimedia Traffic

Yung-Han Chen, Chung-Ju Chang, Ching Yao Huang
<span title="">2009</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/m6d55yg2wncgnomdnlvb6ofsmq" style="color: black;">IEEE Transactions on Mobile Computing</a> </i> &nbsp;
In this paper, admission control by a fuzzy Q-learning technique is proposed for WCDMA/WLAN heterogeneous networks with multimedia traffic.  ...  Index Terms-Fuzzy Q-learning, admission control, handoff, heterogeneous network.  ...  ACKNOWLEDGMENTS The authors would like to thank the anonymous reviewers for their comments to improve the presentation of the paper and Prof. Aura Ganz for handling the review process.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmc.2009.65">doi:10.1109/tmc.2009.65</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jf4nkoozrjdi5awnojthich7fy">fatcat:jf4nkoozrjdi5awnojthich7fy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170812160458/https://ir.nctu.edu.tw/bitstream/11536/6460/1/000269813400003.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/d0/56/d056a76623cf5e80a7a8df5b9e3bceec0ba4dcff.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/tmc.2009.65"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

A Review of Secure Routing Approaches for Current and Next-Generation Wireless Multimedia Sensor Networks

Mohammed Abazeed, Kashif Saleem, Abdelouahid Derhab, Mehmet A. Orgun, Norsheila Fisal, Jalal Al-Muhtadi, Suleiman Zubair
<span title="">2015</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;
The area of wireless sensor networks is not an exception to this trend, as multimedia data have attracted the attention of researchers.  ...  The highly sensitive nature of multimedia traffic makes data routing with security even more important in WMSNs.  ...  Acknowledgment The authors extend their appreciation to the Deanship of Scientific Research at King Saud University, Riyadh, Saudi Arabia, for funding this work through the international research group  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/524038">doi:10.1155/2015/524038</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ayamuf4vxjh77hvrxvu5xn2gfq">fatcat:ayamuf4vxjh77hvrxvu5xn2gfq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170819181535/http://downloads.hindawi.com/journals/ijdsn/2015/524038.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/a8/16/a81632991f813325c6b9cd13751440dc1d5b3bd8.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1155/2015/524038"> <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>

Resource Management and Quality of Service Provisioning in 5G Cellular Networks [article]

Sam Kayyali
<span title="2020-08-21">2020</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
In this paper we will review 5G networks characteristics and specifications, then carry out a survey on resource management and QoS provisioning to improve and manage resource utilization in 5G networks  ...  This means that network resources for mobile services must be managed and controlled in a smart way, because resources are always limited, but the demand for services and the need for keeping user equipment  ...  In [115] , the authors presented QoS aware scheduling scheme that supports GBR and NGBR data radio bearers (DRB) jointly for eMBB services called enhanced joint scheduling (eJS), with guaranteeing minimum  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.09601v1">arXiv:2008.09601v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/uypfps3bxzailjlvgmmjhlhk6y">fatcat:uypfps3bxzailjlvgmmjhlhk6y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200826011448/https://arxiv.org/ftp/arxiv/papers/2008/2008.09601.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/81/24/812423d5e1b4f5885abcd074605eeb5d4359e661.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2008.09601v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Seamless Multimedia Delivery Within a Heterogeneous Wireless Networks Environment: Are We There Yet?

Ramona Trestian, Ioan-Sorin Comsa, Mehmet Fatih Tuysuz
<span title="">2018</span> <i title="Institute of Electrical and Electronics Engineers (IEEE)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/b4kxurpz5vbn7gog6wq32vliii" style="color: black;">IEEE Communications Surveys and Tutorials</a> </i> &nbsp;
and thus increase in network operators revenue.  ...  However, a simple increase in system capacity will not be enough without considering the provisioning of Quality of Experience (QoE) as the basis for network control, customer loyalty and retention rate  ...  A more recent work that provides a good review of existing reinforcement learning approaches for video adaptation is presented by Gadaleta et al. in [120] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/comst.2018.2789722">doi:10.1109/comst.2018.2789722</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5w762kfcsvebnck26qkm4k63ka">fatcat:5w762kfcsvebnck26qkm4k63ka</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180719083141/http://eprints.mdx.ac.uk/23273/1/08246486.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/26/ae/26ae754402590c54b2b079098580d0a6fffbcf35.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/comst.2018.2789722"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Optimizing the Lifetime of Software Defined Wireless Sensor Network via Reinforcement Learning

Muhammad Usman Younus, Muhammad Khurram Khan, Muhammad Rizwan Anjum, Sharjeel Afridi, Zulfiqar Ali Arain, Abdul Aleem Jamali
<span title="">2020</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;
Reinforcement learning (RL) is an unsupervised learning technique used in many real-time applications. The essence of RL is a decision-making problem.  ...  INDEX TERMS Reinforcement learning, wireless sensor network, SDWSN, RL-based WSN, energy optimization, routing.  ...  ACKNOWLEDGMENT The authors thankful to T2RS team and IRIT management who provide them the equipment for the experimental work.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2020.3046693">doi:10.1109/access.2020.3046693</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/k4txtuyngrcypbw5t2odmc2dzi">fatcat:k4txtuyngrcypbw5t2odmc2dzi</a> </span>
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A survey on video streaming in multipath and multihomed overlay networks

Ali Ali Hodroj, Marc Ibrahim, Yassine Hadjadj-Aoul
<span title="">2021</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;
Most existing surveys are specialized in one specific domain area related to multipath or multihoming.  ...  The focus of this survey is to study the protocols, mechanisms, and the latest standards proposed in the literature for improving the performance and quality of video content in multipath and multihomed  ...  FIGURE 1 . 1 Multi-homed overlay networks A.  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210430153157/https://ieeexplore.ieee.org/ielx7/6287639/6514899/09419004.pdf?tp=&amp;arnumber=9419004&amp;isnumber=6514899&amp;ref=" 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/6e/6d/6e6d8ebdcf8d7dff09927a9127bd53057b223557.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/access.2021.3076464"> <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>

Comprehensive Analysis of Resource Allocation and Service Placement in Fog and Cloud Computing

A. S. Gowri, P.Shanthi Bala, Immanuel Zion
<span title="">2021</span> <i title="The Science and Information Organization"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2yzw5hsmlfa6bkafwsibbudu64" style="color: black;">International Journal of Advanced Computer Science and Applications</a> </i> &nbsp;
The survey recommends techniques like Reinforcement Learning (RL) and Energy Efficient Computing (EEC) in Fog and Cloud to escalate the efficacy of RASP.  ...  The findings of the survey help the researchers, to focus their attention on the research gaps and devise a robust RASP strategy in Fog and Cloud environment.  ...  The QoS aware resource elasticity framework for multi-tier application was modeled in [28] .  ... 
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<a target="_blank" rel="noopener" href="https://web.archive.org/web/20210403032420/https://thesai.org/Downloads/Volume12No3/Paper_8-Comprehensive_Analysis_of_Resource_Allocation.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/02/62/0262ce169542790051762a4e315fad8cdc2a4367.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14569/ijacsa.2021.0120308"> <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>
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