SlideShare a Scribd company logo
The convergence of wireless networks and multimedia
communications, linked to the swift development of services
and the increasing competition, has caused user expectations of
network quality to rise. Network quality has become one of the
main targets for the network optimization and maintenance
departments.
Traditionally, network measurements such as accessibility,
maintainability, and quality were enough to evaluate the user
experience of voice services [1]. However, for data services, the
correlation between network measurements and user benefits is
not as straightforward. Firstly, the data system, due to the use
of packet switching, is affected by the performance of
individual nodes and protocols through which information
travels, and, secondly, radio resources are now shared among
different applications. Under these conditions, the performance
evaluation of data services is usually carried out by monitoring
terminals on the real network.
The end-to-end quality experienced by an end user results from
a combination of elements throughout the protocol stack and
system components. Thus, the performance evaluation of the
service requires a detailed performance analysis of the entire
network (from the user equipment up to the application server
or remote user equipment).
Quality of experience (QoE) is a subjective measurement of the
quality experienced by a user when he uses a telecommunication
service. The aim pursued when assessing the quality of service
(QoS) may be the desire to optimize the operation of the
network from a perspective purely based on objective
parameters, or the more recent need of determining the quality
that the user is actually achieving, as well as its satisfaction
level. However, the QoE goes further and takes into account the
satisfaction a user receives in terms of both content and use of
applications. In this sense, the introduction of smartphones has
been a quantitative leap in user QoE expectations.
Traditionally, QoE has been evaluated through subjective tests
carried out on the users in order to assess their satisfaction
degree with a mean opinion score (MOS) value. This type of
approach is obviously quite expensive, as well as annoying to
the user. Additionally, this method cannot be used for making
decisions to improve the QoE on the move. That is why in
recent years new methods have been proposed to estimate the
QoE based on certain performance indicators associated with
services. A possible solution to evaluate instantaneously the
QoE is to integrate QoE analysers in the mobile terminal itself
[2]. If mobile terminals are able to report the measurements to a
central server, the
QoE assessment process is simplified significantly. Other
solutions are focused on including new network elements (e.g.,
network analysers, deep packet inspectors, etc.) that are
responsible for capturing the traffic from a certain service and
analysing its performance [3]. For instance, the work presented
in [4] investigates the problem of YouTube quality monitoring
from an access provider’s perspective, concluding that it is
possible to detect application-level stalling events by using
network-level passive probing only. In other work, the
evaluation of video-streaming quality in mobile terminals is
addressed by monitoring objective parameters like packet loss
rate or jitter [5].
However, whatever solution intended to estimate the QoE from
traffic measurements requires some kind of mapping towards a
QoE value. A possible solution to perform this process is to
apply a utility function associated to the particular data service
in order to map the application level quality of service (QoS)
into QoE (in terms of MOS value). Many research works are
focused in that direction. For instance, a generic formula that
connects QoE and QoS parameters (for different packet data
services) is proposed in [6]. The work presented in [7]
addresses the perception principles and discusses their
applicability towards fundamental relationships between waiting
times and QoE for web services.
Other work quantifies the impact of initial delays on the user-
perceived QoE for different application scenarios by means of
subjective laboratory and crowd-sourcing studies
[8]. Subjective experiments drawing on the evaluation of
objective and subjective QoE aspects by a user panel for
quantifying QoE during mobile video are presented in [9,10].
Previous mentioned studies are mainly focused on QoS and/or
QoE evaluation, but no action, procedure, or framework is
proposed to enhance the end user quality. Only a few works
tackle this issue; for instance, a QoE oriented scheduling
algorithm is proposed in [11] to dynamically prioritize YouTube
users against other users if a QoE degradation is imminent
(based on the buffered playtime of the YouTube video player).
Other research work provides a methodology for incorporating
QoE into a network’s radio resource management (RRM)
mechanism by exploiting network utility maximization theory
[12]. In [13], a specification and testbed implementation of an
application-based QoE controller are presented, proposing a
solution for QoE control in next generation networks although
they do not include any QoE modelling or estimation algorithm.
References
[1] G. Gomez and R. Sanchez, End-To-End Quality of Service
Over
Cellular Networks: Data Services Performance Optimization in
2G/3G, John Wiley & Sons, 2005.
[2] A. Díaz, P. Merino, and F. J. Rivas, “Customer-centric
measurements
on mobile phones,” in Proceedings on 12th IEEE International
Symposium on Consumer Electronics (ICSE ’08), pp. 14–16,
2008.[3] J. K. Pathak, S. Krishnamurthy, and R. Govindarajan,
“System,method, and apparatus for measuring application
performance
management,” Patent number: WO03007115, 2003.
[4] R. Schatz, T. Hossfeld, and P. Casas, “Passive youtube QoE
monitoring for ISPs,” in Proceedings of the 6th International
Conference on Innovative Mobile and Internet Services in
Ubiquitous
Computing (IMIS ’12), pp. 358–364, July 2012.
[5] I. Ketykó, K. De Moor, W. Joseph, L. Martens, and L. De
Marez,
“Performing QoE-measurements in an actual 3G network,” in
Proceedings of the IEEE International Symposium on
Broadband
Multimedia Systems and Broadcasting (BMSB ’10), pp. 1–6,
March 2010.
[6] M. Fiedler, T. Hossfeld, and P. Tran-Gia, “A generic
quantitative
relationship between quality of experience and quality of
service,” IEEE Network, vol. 24, no. 2, pp. 36–41, 2010.
[7] S. Egger, T. Hossfeld, R. Schatz, and M. Fiedler, “Waiting
times
in quality of experience for web based services,” in Proceedings
of the 4th International Workshop on Quality of Multimedia
Experience (QoMEX ’12), pp. 86–96, July 2012.
[8] T. Hossfeld, S. Egger, R. Schatz, M. Fiedler, K. Masuch,
and
C. Lorentzen, “Initial delay vs. interruptions: between the devil
and the deep blue sea,” in Proceedings of the 4th International
Workshop on Quality of Multimedia Experience (QoMEX), pp.
1–6, July 2012.
[9] T. De Pessemier, K. De Moor, A. Juan, W. Joseph, L. De
Marez, and L. Martens, “Quantifying QoE of mobile video
consumption in a real-life setting drawing on objective and
subjective parameters,” in Proceedings of the IEEE
International
Symposium on Broadband Multimedia Systems and
Broadcasting
(BMSB ’11), pp. 1–6, June 2011.
[10] T. De Pessemier, K. De Moor, W. Joseph, L. De Marez,
and
L. Martens, “Quantifying the in�uence of rebuffering
interruptions
on the user’s quality of experience during mobile video
watching,” IEEE Transactions on Broadcasting, no. 99, pp. 1–5,
2013.
[11] F. Wamser, D. Staehle, J. Prokopec, A. Maeder, and P.
Tran-
Gia, “Utilizing buffered YouTube playtime for QoE-oriented
scheduling in OFDMA networks,” in Proceedings of the 24th
International Teletraffic Congress (ITC 24’ 12), pp. 1–8,
September
2012.
[12] G. Aristomenopoulos, T. Kastrinogiannis, V. Kaldanis, G.
Karantonis, and S. Papavassiliou, “A novel framework for
dynamic utility-based QoE provisioning in wireless networks,”
in Proceedings of the IEEE Global Telecommunications
Conference
(GLOBECOM ’10), pp. 1–6, 2010.
[13] J. Sterle, M. Volk, U. Sedlar, J. Bester, and A. Kos,
“Applicationbased
NGN QoE controller,” IEEE Communications Magazine,
vol. 49, no. 1, pp. 92–101, 2011.
The convergence of wireless networks and multimedia communicatio.docx

More Related Content

Similar to The convergence of wireless networks and multimedia communicatio.docx

Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
Wireless Networks Performance Monitoring Based on Passive-active Quality of S...Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
IJCNCJournal
 
Enhancing qo s and qoe in ims enabled next generation networks
Enhancing qo s and qoe in ims enabled next generation networksEnhancing qo s and qoe in ims enabled next generation networks
Enhancing qo s and qoe in ims enabled next generation networks
graphhoc
 
Distributed Web System Performance Improving Forecasting Accuracy
Distributed Web System Performance Improving Forecasting  AccuracyDistributed Web System Performance Improving Forecasting  Accuracy
Distributed Web System Performance Improving Forecasting Accuracy
International Journal of Engineering Inventions www.ijeijournal.com
 
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATIONLIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
ijujournal
 
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATIONLIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
ijujournal
 
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
ijujournal
 
Energy-efficient data-aggregation for optimizing quality of service using mo...
Energy-efficient data-aggregation for optimizing quality of  service using mo...Energy-efficient data-aggregation for optimizing quality of  service using mo...
Energy-efficient data-aggregation for optimizing quality of service using mo...
IJECEIAES
 
F041203034038
F041203034038F041203034038
F041203034038
IOSR-JEN
 
Optimal Rate Allocation and Lost Packet Retransmission in Video Streaming
Optimal Rate Allocation and Lost Packet Retransmission in Video StreamingOptimal Rate Allocation and Lost Packet Retransmission in Video Streaming
Optimal Rate Allocation and Lost Packet Retransmission in Video Streaming
IRJET Journal
 
MIQModel: Predictive Model for Mobile Internet
MIQModel: Predictive Model for Mobile InternetMIQModel: Predictive Model for Mobile Internet
MIQModel: Predictive Model for Mobile Internet
Katarzyna Wac & The QoL Lab
 
IEEE Service computing 2016 Title and Abstract
IEEE Service computing 2016 Title and AbstractIEEE Service computing 2016 Title and Abstract
IEEE Service computing 2016 Title and Abstract
tsysglobalsolutions
 
Ip and 3 g
Ip and 3 gIp and 3 g
Ip and 3 g
Dickson Chepkwony
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
ijwscjournal
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
ijwscjournal
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
ijwscjournal
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
ijwscjournal
 
Efficient P2P data dissemination in integrated optical and wireless networks ...
Efficient P2P data dissemination in integrated optical and wireless networks ...Efficient P2P data dissemination in integrated optical and wireless networks ...
Efficient P2P data dissemination in integrated optical and wireless networks ...
TELKOMNIKA JOURNAL
 
A trust evaluation scheme of service providers in mobile edge computing
A trust evaluation scheme of service providers in mobile edge  computingA trust evaluation scheme of service providers in mobile edge  computing
A trust evaluation scheme of service providers in mobile edge computing
IJECEIAES
 

Similar to The convergence of wireless networks and multimedia communicatio.docx (20)

PhD_Thesis
PhD_ThesisPhD_Thesis
PhD_Thesis
 
Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
Wireless Networks Performance Monitoring Based on Passive-active Quality of S...Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
Wireless Networks Performance Monitoring Based on Passive-active Quality of S...
 
Enhancing qo s and qoe in ims enabled next generation networks
Enhancing qo s and qoe in ims enabled next generation networksEnhancing qo s and qoe in ims enabled next generation networks
Enhancing qo s and qoe in ims enabled next generation networks
 
Distributed Web System Performance Improving Forecasting Accuracy
Distributed Web System Performance Improving Forecasting  AccuracyDistributed Web System Performance Improving Forecasting  Accuracy
Distributed Web System Performance Improving Forecasting Accuracy
 
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATIONLIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
 
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATIONLIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
LIGHTWEIGHT MOBILE WEB SERVICE PROVISIONING FOR THE INTERNET OF THINGS MEDIATION
 
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
Lightweight Mobile Web Service Provisioning for the Internet of Things Mediat...
 
Energy-efficient data-aggregation for optimizing quality of service using mo...
Energy-efficient data-aggregation for optimizing quality of  service using mo...Energy-efficient data-aggregation for optimizing quality of  service using mo...
Energy-efficient data-aggregation for optimizing quality of service using mo...
 
F041203034038
F041203034038F041203034038
F041203034038
 
Optimal Rate Allocation and Lost Packet Retransmission in Video Streaming
Optimal Rate Allocation and Lost Packet Retransmission in Video StreamingOptimal Rate Allocation and Lost Packet Retransmission in Video Streaming
Optimal Rate Allocation and Lost Packet Retransmission in Video Streaming
 
MIQModel: Predictive Model for Mobile Internet
MIQModel: Predictive Model for Mobile InternetMIQModel: Predictive Model for Mobile Internet
MIQModel: Predictive Model for Mobile Internet
 
IEEE Service computing 2016 Title and Abstract
IEEE Service computing 2016 Title and AbstractIEEE Service computing 2016 Title and Abstract
IEEE Service computing 2016 Title and Abstract
 
Ip and 3 g
Ip and 3 gIp and 3 g
Ip and 3 g
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
 
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATIONWEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
WEB SERVICE SELECTION BASED ON RANKING OF QOS USING ASSOCIATIVE CLASSIFICATION
 
904072
904072904072
904072
 
Efficient P2P data dissemination in integrated optical and wireless networks ...
Efficient P2P data dissemination in integrated optical and wireless networks ...Efficient P2P data dissemination in integrated optical and wireless networks ...
Efficient P2P data dissemination in integrated optical and wireless networks ...
 
A trust evaluation scheme of service providers in mobile edge computing
A trust evaluation scheme of service providers in mobile edge  computingA trust evaluation scheme of service providers in mobile edge  computing
A trust evaluation scheme of service providers in mobile edge computing
 

More from cherry686017

Please provide answer, write program in Prolog for the following.docx
Please provide answer, write program in Prolog for the following.docxPlease provide answer, write program in Prolog for the following.docx
Please provide answer, write program in Prolog for the following.docx
cherry686017
 
Please provide references for your original postings in APA form.docx
Please provide references for your original postings in APA form.docxPlease provide references for your original postings in APA form.docx
Please provide references for your original postings in APA form.docx
cherry686017
 
Please provide reference in APARequired FormatTitle Page AP.docx
Please provide reference in APARequired FormatTitle Page AP.docxPlease provide reference in APARequired FormatTitle Page AP.docx
Please provide reference in APARequired FormatTitle Page AP.docx
cherry686017
 
Please post here your chosen topic and information about why y.docx
Please post here your chosen topic and information about why y.docxPlease post here your chosen topic and information about why y.docx
Please post here your chosen topic and information about why y.docx
cherry686017
 
Please pick your favorite article from Ms Magazine  and do a one.docx
Please pick your favorite article from Ms Magazine  and do a one.docxPlease pick your favorite article from Ms Magazine  and do a one.docx
Please pick your favorite article from Ms Magazine  and do a one.docx
cherry686017
 
Please provide discussion of the following1. Weyerhaeuser made .docx
Please provide discussion of the following1. Weyerhaeuser made .docxPlease provide discussion of the following1. Weyerhaeuser made .docx
Please provide discussion of the following1. Weyerhaeuser made .docx
cherry686017
 
Please provide a summary of the key learning from the chapter.  The .docx
Please provide a summary of the key learning from the chapter.  The .docxPlease provide a summary of the key learning from the chapter.  The .docx
Please provide a summary of the key learning from the chapter.  The .docx
cherry686017
 
Please pay close attention to the highlighted areas Please answe.docx
Please pay close attention to the highlighted areas Please answe.docxPlease pay close attention to the highlighted areas Please answe.docx
Please pay close attention to the highlighted areas Please answe.docx
cherry686017
 
Please read ALL directions below before starting your final assignme.docx
Please read ALL directions below before starting your final assignme.docxPlease read ALL directions below before starting your final assignme.docx
Please read ALL directions below before starting your final assignme.docx
cherry686017
 
Please pay attention to the topicZero Plagiarisfive referenc.docx
Please pay attention to the topicZero Plagiarisfive referenc.docxPlease pay attention to the topicZero Plagiarisfive referenc.docx
Please pay attention to the topicZero Plagiarisfive referenc.docx
cherry686017
 
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docxPLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
cherry686017
 
Please make sure that it is your own work and not copy and paste. Wa.docx
Please make sure that it is your own work and not copy and paste. Wa.docxPlease make sure that it is your own work and not copy and paste. Wa.docx
Please make sure that it is your own work and not copy and paste. Wa.docx
cherry686017
 
please no plagiarism, 5 pages and fallow the rubic Quantitat.docx
please no plagiarism, 5 pages and fallow the rubic Quantitat.docxplease no plagiarism, 5 pages and fallow the rubic Quantitat.docx
please no plagiarism, 5 pages and fallow the rubic Quantitat.docx
cherry686017
 
Please make sure to follow the below.Please note that this is .docx
Please make sure to follow the below.Please note that this is .docxPlease make sure to follow the below.Please note that this is .docx
Please make sure to follow the below.Please note that this is .docx
cherry686017
 
Please make revision in the prospectus checklist assignment base.docx
Please make revision in the prospectus checklist assignment base.docxPlease make revision in the prospectus checklist assignment base.docx
Please make revision in the prospectus checklist assignment base.docx
cherry686017
 
Please note research can NOT be on organization related to minors, i.docx
Please note research can NOT be on organization related to minors, i.docxPlease note research can NOT be on organization related to minors, i.docx
Please note research can NOT be on organization related to minors, i.docx
cherry686017
 
please no plagiarism our class uses Turnitin  You are expected to pr.docx
please no plagiarism our class uses Turnitin  You are expected to pr.docxplease no plagiarism our class uses Turnitin  You are expected to pr.docx
please no plagiarism our class uses Turnitin  You are expected to pr.docx
cherry686017
 
Please know that the score is just a ball-park and d.docx
Please know that the score is just a ball-park and d.docxPlease know that the score is just a ball-park and d.docx
Please know that the score is just a ball-park and d.docx
cherry686017
 
Please note that the Reflections must have 1. MLA format-.docx
Please note that the Reflections must have 1. MLA format-.docxPlease note that the Reflections must have 1. MLA format-.docx
Please note that the Reflections must have 1. MLA format-.docx
cherry686017
 
Please make sure you talk about the following  (IMO)internati.docx
Please make sure you talk about the following  (IMO)internati.docxPlease make sure you talk about the following  (IMO)internati.docx
Please make sure you talk about the following  (IMO)internati.docx
cherry686017
 

More from cherry686017 (20)

Please provide answer, write program in Prolog for the following.docx
Please provide answer, write program in Prolog for the following.docxPlease provide answer, write program in Prolog for the following.docx
Please provide answer, write program in Prolog for the following.docx
 
Please provide references for your original postings in APA form.docx
Please provide references for your original postings in APA form.docxPlease provide references for your original postings in APA form.docx
Please provide references for your original postings in APA form.docx
 
Please provide reference in APARequired FormatTitle Page AP.docx
Please provide reference in APARequired FormatTitle Page AP.docxPlease provide reference in APARequired FormatTitle Page AP.docx
Please provide reference in APARequired FormatTitle Page AP.docx
 
Please post here your chosen topic and information about why y.docx
Please post here your chosen topic and information about why y.docxPlease post here your chosen topic and information about why y.docx
Please post here your chosen topic and information about why y.docx
 
Please pick your favorite article from Ms Magazine  and do a one.docx
Please pick your favorite article from Ms Magazine  and do a one.docxPlease pick your favorite article from Ms Magazine  and do a one.docx
Please pick your favorite article from Ms Magazine  and do a one.docx
 
Please provide discussion of the following1. Weyerhaeuser made .docx
Please provide discussion of the following1. Weyerhaeuser made .docxPlease provide discussion of the following1. Weyerhaeuser made .docx
Please provide discussion of the following1. Weyerhaeuser made .docx
 
Please provide a summary of the key learning from the chapter.  The .docx
Please provide a summary of the key learning from the chapter.  The .docxPlease provide a summary of the key learning from the chapter.  The .docx
Please provide a summary of the key learning from the chapter.  The .docx
 
Please pay close attention to the highlighted areas Please answe.docx
Please pay close attention to the highlighted areas Please answe.docxPlease pay close attention to the highlighted areas Please answe.docx
Please pay close attention to the highlighted areas Please answe.docx
 
Please read ALL directions below before starting your final assignme.docx
Please read ALL directions below before starting your final assignme.docxPlease read ALL directions below before starting your final assignme.docx
Please read ALL directions below before starting your final assignme.docx
 
Please pay attention to the topicZero Plagiarisfive referenc.docx
Please pay attention to the topicZero Plagiarisfive referenc.docxPlease pay attention to the topicZero Plagiarisfive referenc.docx
Please pay attention to the topicZero Plagiarisfive referenc.docx
 
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docxPLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
PLEASE OPEN THE ATTACH MENTWhen a dietary supplement is consid.docx
 
Please make sure that it is your own work and not copy and paste. Wa.docx
Please make sure that it is your own work and not copy and paste. Wa.docxPlease make sure that it is your own work and not copy and paste. Wa.docx
Please make sure that it is your own work and not copy and paste. Wa.docx
 
please no plagiarism, 5 pages and fallow the rubic Quantitat.docx
please no plagiarism, 5 pages and fallow the rubic Quantitat.docxplease no plagiarism, 5 pages and fallow the rubic Quantitat.docx
please no plagiarism, 5 pages and fallow the rubic Quantitat.docx
 
Please make sure to follow the below.Please note that this is .docx
Please make sure to follow the below.Please note that this is .docxPlease make sure to follow the below.Please note that this is .docx
Please make sure to follow the below.Please note that this is .docx
 
Please make revision in the prospectus checklist assignment base.docx
Please make revision in the prospectus checklist assignment base.docxPlease make revision in the prospectus checklist assignment base.docx
Please make revision in the prospectus checklist assignment base.docx
 
Please note research can NOT be on organization related to minors, i.docx
Please note research can NOT be on organization related to minors, i.docxPlease note research can NOT be on organization related to minors, i.docx
Please note research can NOT be on organization related to minors, i.docx
 
please no plagiarism our class uses Turnitin  You are expected to pr.docx
please no plagiarism our class uses Turnitin  You are expected to pr.docxplease no plagiarism our class uses Turnitin  You are expected to pr.docx
please no plagiarism our class uses Turnitin  You are expected to pr.docx
 
Please know that the score is just a ball-park and d.docx
Please know that the score is just a ball-park and d.docxPlease know that the score is just a ball-park and d.docx
Please know that the score is just a ball-park and d.docx
 
Please note that the Reflections must have 1. MLA format-.docx
Please note that the Reflections must have 1. MLA format-.docxPlease note that the Reflections must have 1. MLA format-.docx
Please note that the Reflections must have 1. MLA format-.docx
 
Please make sure you talk about the following  (IMO)internati.docx
Please make sure you talk about the following  (IMO)internati.docxPlease make sure you talk about the following  (IMO)internati.docx
Please make sure you talk about the following  (IMO)internati.docx
 

Recently uploaded

Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
MIRIAMSALINAS13
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
Jisc
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
Delapenabediema
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
Pavel ( NSTU)
 
Sectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdfSectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdf
Vivekanand Anglo Vedic Academy
 
Cambridge International AS A Level Biology Coursebook - EBook (MaryFosbery J...
Cambridge International AS  A Level Biology Coursebook - EBook (MaryFosbery J...Cambridge International AS  A Level Biology Coursebook - EBook (MaryFosbery J...
Cambridge International AS A Level Biology Coursebook - EBook (MaryFosbery J...
AzmatAli747758
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
Jheel Barad
 
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
Nguyen Thanh Tu Collection
 
Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
Excellence Foundation for South Sudan
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx
JosvitaDsouza2
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
EverAndrsGuerraGuerr
 
The geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideasThe geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideas
GeoBlogs
 
Fish and Chips - have they had their chips
Fish and Chips - have they had their chipsFish and Chips - have they had their chips
Fish and Chips - have they had their chips
GeoBlogs
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
Special education needs
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
Vikramjit Singh
 
The Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve ThomasonThe Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve Thomason
Steve Thomason
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
Thiyagu K
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
Mohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
DeeptiGupta154
 
Ethnobotany and Ethnopharmacology ......
Ethnobotany and Ethnopharmacology ......Ethnobotany and Ethnopharmacology ......
Ethnobotany and Ethnopharmacology ......
Ashokrao Mane college of Pharmacy Peth-Vadgaon
 

Recently uploaded (20)

Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXXPhrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
Phrasal Verbs.XXXXXXXXXXXXXXXXXXXXXXXXXX
 
Supporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptxSupporting (UKRI) OA monographs at Salford.pptx
Supporting (UKRI) OA monographs at Salford.pptx
 
The Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official PublicationThe Challenger.pdf DNHS Official Publication
The Challenger.pdf DNHS Official Publication
 
Synthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptxSynthetic Fiber Construction in lab .pptx
Synthetic Fiber Construction in lab .pptx
 
Sectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdfSectors of the Indian Economy - Class 10 Study Notes pdf
Sectors of the Indian Economy - Class 10 Study Notes pdf
 
Cambridge International AS A Level Biology Coursebook - EBook (MaryFosbery J...
Cambridge International AS  A Level Biology Coursebook - EBook (MaryFosbery J...Cambridge International AS  A Level Biology Coursebook - EBook (MaryFosbery J...
Cambridge International AS A Level Biology Coursebook - EBook (MaryFosbery J...
 
Instructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptxInstructions for Submissions thorugh G- Classroom.pptx
Instructions for Submissions thorugh G- Classroom.pptx
 
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
GIÁO ÁN DẠY THÊM (KẾ HOẠCH BÀI BUỔI 2) - TIẾNG ANH 8 GLOBAL SUCCESS (2 CỘT) N...
 
Introduction to Quality Improvement Essentials
Introduction to Quality Improvement EssentialsIntroduction to Quality Improvement Essentials
Introduction to Quality Improvement Essentials
 
1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx1.4 modern child centered education - mahatma gandhi-2.pptx
1.4 modern child centered education - mahatma gandhi-2.pptx
 
Thesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.pptThesis Statement for students diagnonsed withADHD.ppt
Thesis Statement for students diagnonsed withADHD.ppt
 
The geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideasThe geography of Taylor Swift - some ideas
The geography of Taylor Swift - some ideas
 
Fish and Chips - have they had their chips
Fish and Chips - have they had their chipsFish and Chips - have they had their chips
Fish and Chips - have they had their chips
 
special B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdfspecial B.ed 2nd year old paper_20240531.pdf
special B.ed 2nd year old paper_20240531.pdf
 
Digital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and ResearchDigital Tools and AI for Teaching Learning and Research
Digital Tools and AI for Teaching Learning and Research
 
The Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve ThomasonThe Art Pastor's Guide to Sabbath | Steve Thomason
The Art Pastor's Guide to Sabbath | Steve Thomason
 
Unit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdfUnit 8 - Information and Communication Technology (Paper I).pdf
Unit 8 - Information and Communication Technology (Paper I).pdf
 
Chapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptxChapter 3 - Islamic Banking Products and Services.pptx
Chapter 3 - Islamic Banking Products and Services.pptx
 
Overview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with MechanismOverview on Edible Vaccine: Pros & Cons with Mechanism
Overview on Edible Vaccine: Pros & Cons with Mechanism
 
Ethnobotany and Ethnopharmacology ......
Ethnobotany and Ethnopharmacology ......Ethnobotany and Ethnopharmacology ......
Ethnobotany and Ethnopharmacology ......
 

The convergence of wireless networks and multimedia communicatio.docx

  • 1. The convergence of wireless networks and multimedia communications, linked to the swift development of services and the increasing competition, has caused user expectations of network quality to rise. Network quality has become one of the main targets for the network optimization and maintenance departments. Traditionally, network measurements such as accessibility, maintainability, and quality were enough to evaluate the user experience of voice services [1]. However, for data services, the correlation between network measurements and user benefits is not as straightforward. Firstly, the data system, due to the use of packet switching, is affected by the performance of individual nodes and protocols through which information travels, and, secondly, radio resources are now shared among different applications. Under these conditions, the performance evaluation of data services is usually carried out by monitoring terminals on the real network. The end-to-end quality experienced by an end user results from a combination of elements throughout the protocol stack and system components. Thus, the performance evaluation of the service requires a detailed performance analysis of the entire network (from the user equipment up to the application server or remote user equipment). Quality of experience (QoE) is a subjective measurement of the quality experienced by a user when he uses a telecommunication service. The aim pursued when assessing the quality of service (QoS) may be the desire to optimize the operation of the network from a perspective purely based on objective parameters, or the more recent need of determining the quality that the user is actually achieving, as well as its satisfaction
  • 2. level. However, the QoE goes further and takes into account the satisfaction a user receives in terms of both content and use of applications. In this sense, the introduction of smartphones has been a quantitative leap in user QoE expectations. Traditionally, QoE has been evaluated through subjective tests carried out on the users in order to assess their satisfaction degree with a mean opinion score (MOS) value. This type of approach is obviously quite expensive, as well as annoying to the user. Additionally, this method cannot be used for making decisions to improve the QoE on the move. That is why in recent years new methods have been proposed to estimate the QoE based on certain performance indicators associated with services. A possible solution to evaluate instantaneously the QoE is to integrate QoE analysers in the mobile terminal itself [2]. If mobile terminals are able to report the measurements to a central server, the QoE assessment process is simplified significantly. Other solutions are focused on including new network elements (e.g., network analysers, deep packet inspectors, etc.) that are responsible for capturing the traffic from a certain service and analysing its performance [3]. For instance, the work presented in [4] investigates the problem of YouTube quality monitoring from an access provider’s perspective, concluding that it is possible to detect application-level stalling events by using network-level passive probing only. In other work, the evaluation of video-streaming quality in mobile terminals is addressed by monitoring objective parameters like packet loss rate or jitter [5]. However, whatever solution intended to estimate the QoE from traffic measurements requires some kind of mapping towards a QoE value. A possible solution to perform this process is to apply a utility function associated to the particular data service in order to map the application level quality of service (QoS) into QoE (in terms of MOS value). Many research works are
  • 3. focused in that direction. For instance, a generic formula that connects QoE and QoS parameters (for different packet data services) is proposed in [6]. The work presented in [7] addresses the perception principles and discusses their applicability towards fundamental relationships between waiting times and QoE for web services. Other work quantifies the impact of initial delays on the user- perceived QoE for different application scenarios by means of subjective laboratory and crowd-sourcing studies [8]. Subjective experiments drawing on the evaluation of objective and subjective QoE aspects by a user panel for quantifying QoE during mobile video are presented in [9,10]. Previous mentioned studies are mainly focused on QoS and/or QoE evaluation, but no action, procedure, or framework is proposed to enhance the end user quality. Only a few works tackle this issue; for instance, a QoE oriented scheduling algorithm is proposed in [11] to dynamically prioritize YouTube users against other users if a QoE degradation is imminent (based on the buffered playtime of the YouTube video player). Other research work provides a methodology for incorporating QoE into a network’s radio resource management (RRM) mechanism by exploiting network utility maximization theory [12]. In [13], a specification and testbed implementation of an application-based QoE controller are presented, proposing a solution for QoE control in next generation networks although they do not include any QoE modelling or estimation algorithm. References [1] G. Gomez and R. Sanchez, End-To-End Quality of Service Over Cellular Networks: Data Services Performance Optimization in 2G/3G, John Wiley & Sons, 2005. [2] A. Díaz, P. Merino, and F. J. Rivas, “Customer-centric measurements
  • 4. on mobile phones,” in Proceedings on 12th IEEE International Symposium on Consumer Electronics (ICSE ’08), pp. 14–16, 2008.[3] J. K. Pathak, S. Krishnamurthy, and R. Govindarajan, “System,method, and apparatus for measuring application performance management,” Patent number: WO03007115, 2003. [4] R. Schatz, T. Hossfeld, and P. Casas, “Passive youtube QoE monitoring for ISPs,” in Proceedings of the 6th International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing (IMIS ’12), pp. 358–364, July 2012. [5] I. Ketykó, K. De Moor, W. Joseph, L. Martens, and L. De Marez, “Performing QoE-measurements in an actual 3G network,” in Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB ’10), pp. 1–6, March 2010. [6] M. Fiedler, T. Hossfeld, and P. Tran-Gia, “A generic quantitative relationship between quality of experience and quality of service,” IEEE Network, vol. 24, no. 2, pp. 36–41, 2010. [7] S. Egger, T. Hossfeld, R. Schatz, and M. Fiedler, “Waiting times in quality of experience for web based services,” in Proceedings of the 4th International Workshop on Quality of Multimedia Experience (QoMEX ’12), pp. 86–96, July 2012. [8] T. Hossfeld, S. Egger, R. Schatz, M. Fiedler, K. Masuch, and C. Lorentzen, “Initial delay vs. interruptions: between the devil and the deep blue sea,” in Proceedings of the 4th International Workshop on Quality of Multimedia Experience (QoMEX), pp. 1–6, July 2012. [9] T. De Pessemier, K. De Moor, A. Juan, W. Joseph, L. De Marez, and L. Martens, “Quantifying QoE of mobile video
  • 5. consumption in a real-life setting drawing on objective and subjective parameters,” in Proceedings of the IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB ’11), pp. 1–6, June 2011. [10] T. De Pessemier, K. De Moor, W. Joseph, L. De Marez, and L. Martens, “Quantifying the in�uence of rebuffering interruptions on the user’s quality of experience during mobile video watching,” IEEE Transactions on Broadcasting, no. 99, pp. 1–5, 2013. [11] F. Wamser, D. Staehle, J. Prokopec, A. Maeder, and P. Tran- Gia, “Utilizing buffered YouTube playtime for QoE-oriented scheduling in OFDMA networks,” in Proceedings of the 24th International Teletraffic Congress (ITC 24’ 12), pp. 1–8, September 2012. [12] G. Aristomenopoulos, T. Kastrinogiannis, V. Kaldanis, G. Karantonis, and S. Papavassiliou, “A novel framework for dynamic utility-based QoE provisioning in wireless networks,” in Proceedings of the IEEE Global Telecommunications Conference (GLOBECOM ’10), pp. 1–6, 2010. [13] J. Sterle, M. Volk, U. Sedlar, J. Bester, and A. Kos, “Applicationbased NGN QoE controller,” IEEE Communications Magazine, vol. 49, no. 1, pp. 92–101, 2011.