[306] | Mario Graf, Christian Timmerer, Christopher Mueller, Towards Bandwidth Efficient Adaptive Streaming of Omnidirectional Video over HTTP: Design, Implementation, and Evaluation, In Proceedings of the 8th ACM on Multimedia Systems Conference (MMSys'17) (Kuan-Ta Chen, ed.), ACM, New York, NY, USA, pp. 11, 2017.
[bib] [pdf] [abstract]
Abstract: Real-time entertainment services such as streaming audio- visual content deployed over the open, unmanaged Internet account now for more than 70% during peak periods. More and more such bandwidth hungry applications and services are proposed like immersive media services such as virtual reality and, specifically omnidirectional/360-degree videos. The adaptive streaming of omnidirectional video over HTTP imposes an important challenge on today’s video delivery infrastructures which calls for dedicated, thoroughly designed techniques for content generation, delivery, and consumption. This paper describes the usage of tiles — as specified within modern video codecs such HEVC/H.265 and VP9 — enabling bandwidth efficient adaptive streaming of omnidirectional video over HTTP and we define various streaming strategies. Therefore, the parameters and characteristics of a dataset for omnidirectional video are proposed and exemplary instanti- ated to evaluate various aspects of such an ecosystem, namely bitrate overhead, bandwidth requirements, and quality as- pects in terms of viewport PSNR. The results indicate bitrate savings from 40% (in a realistic scenario with recorded head movements from real users) up to 65% (in an ideal scenario with a centered/fixed viewport) and serve as a baseline and guidelines for advanced techniques including the outline of a research roadmap for the near future.
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[305] | Darragh Egan, Conor Keighrey, John Barrett, Yuansong Qiao, Sean Brennan, Christian Timmerer, Niall Murray, Subjective Evaluation of an Olfaction Enhanced Immersive Virtual Reality Environment, In Proceedings of the 2nd International Workshop on Multimedia Alternate Realities (Teresa Chambel, Rene Kaiser, Omar Aziz Niamur, Wei Tsang Ooi, eds.), ACM, New York, NY, USA, pp. 15-18, 2017.
[bib][url] [doi] [pdf] [abstract]
Abstract: Recent research efforts have reported findings on user Quality of Experience (QoE) of immersive virtual reality (VR) experiences. Truly immersive multimedia experiences also include multisensory components such as factional, tactile etc., in addition to audiovisual stimuli. In this context, this paper reports the results of a user QoE study of an olfaction-enhanced immersive VR environment. The results presented compare the user QoE between two groups (VR vs VR + Olfaction) and consider how the addition of olfaction affected user QoE levels (considering sense of enjoyment, immersion and discomfort). Self-reported measures via post-test questionnaire (10 questions) only revealed one statistically significant difference between the groups; in terms of how users felt with respect to their senses being stimulated. The presence of olfaction in the VR environment did not have a statistically significant effect in terms of user levels of enjoyment, immersion and discomfort.
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[304] | Christian Timmerer, The Future of Multimedia on the Internet, In Computing Now, IEEE Computer Society [online], Los Alamitos, CA, USA, pp. 1, 2016.
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[303] | Christian Timmerer, Daniel Weinberger, Martin Smole, Reinhard Grandl, Christopher Mueller, Stefan Lederer, Live Transcoding and Streaming-as-a-Service with Low Delay and High QoE, In 2016 NAB Broadcast Engineering Conference Proceedings & CD (not available, ed.), National Association of Broadcasters (NAB), Washington DC, USA, pp. 4, 2016.
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[302] | Cedric Westphal, Tommaso Melodia, Wenww Zhu, Christian Timmerer, Guest Editorial Video Distribution Over Future Internet, In IEEE Journal on Selected Areas in Communications, IEEE Communications Society, vol. 34, no. 8, New York, pp. 2061-2062, 2016.
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[301] | Cedric Westphal, Stefan Lederer, Daniel Posch, Christian Timmerer, Aytac Azgin, Will Shucheng Liu, Christopher Müller, Andrea Detti, Daniel Corujo, Jianping Wang, Marie-Jose Montpetit, Niall Murray, Adaptive Video Streaming over Information-Centric Networking (ICN) -- RFC 7933, Technical report, Internet Engineering Task Force, 5177 Brandin Court Fremont, California 94538 USA, pp. 40, 2016.
[bib][url] |
[300] | Christian Timmerer, Matteo Maiero, Benjamin Rainer, Which Adaptation Logic? An Objective and Subjective Performance Evaluation of HTTP-based Adaptive Media Streaming Systems, In arXiv.org [cs.MM], N.N., vol. abs/1606.00341, N.N., pp. 11, 2016.
[bib][url] [pdf] |
[299] | Christian Timmerer, Alan Bertoni, Advanced Transport Options for the Dynamic Adaptive Streaming over HTTP, In arXiv.org [cs.MM], N.N., vol. abs/1606.00264, N.N., pp. 6, 2016.
[bib][url] [pdf] |
[298] | Christian Timmerer, Daniel Weinberger, Martin Smole, Reinhard Grandl, Christopher Mueller, Stefan Lederer, Transcoding and Streaming-as-a-Service for improved Video Quality on the Web, In Proceedings of the 7th International Conference on Multimedia Systems (Christian Timmerer, Ali Begen, eds.), ACM, New York, pp. 37:1-37:3, 2016.
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[297] | Benjamin Rainer, Daniel Posch, Andreas Leibetseder, Sebastian Theuermann, Hermann Hellwagner, A Low-Cost NDN Testbed on Banana Pi Routers, In Communications Magazine, IEEE, IEEE, vol. 54, no. 9, New York, USA, pp. 6, 2016. (IEEE COMMAG Network Testing and Analytics Series)
[bib] [pdf] [abstract]
Abstract: The computer communication research community shows significant interest in the paradigm of Information-Centric Networking (ICN). Continuously, new proposals for ICN-related challenges (caching, forwarding, etc.) are published. However, due to a lack of a readily available testbed, the majority of these proposals is evaluated either by theoretical analysis and/or by conducting network simulations potentially masking further challenges that are not observable in synthetic environments. Therefore, this article presents a framework for an ICN testbed using low-budget physical hardware with little deployment and maintenance effort for the individual researcher; specifically, Named Data Networking is considered. The employed hardware and software are powerful enough for most research projects, but extremely resource intensive tasks may push both components towards their limits. The testbed framework is based on well established open source software and provides the tools to readily investigate important ICN characteristics on physical hardware emulating arbitrary network topologies. The article discusses the testbed architecture and provides first results obtained from emulations that investigate the performance of various forwarding strategies. The results indicate that further challenges have to be overcome when heading towards a real-world deployment of ICN-based communication.
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[296] | Benjamin Rainer, Daniel Posch, Hermann Hellwagner, Investigating the Performance of Pull-based Dynamic Adaptive Streaming in NDN, In Journal on Selected Areas in Communications, IEEE, vol. 34, no. 8, New York, USA, pp. 11, 2016. (IEEE JSAC Special Issue on Video Distribution over Future Internet)
[bib] [doi] [pdf] [abstract]
Abstract: Adaptive content delivery is the state-of-the-art in real-time multimedia streaming. Leading streaming approaches, e.g., MPEG-DASH and Apple HLS, have been developed for classical IP-based networks, providing effective streaming by means of pure client-based control and adaptation. However, the research activities of the Future Internet community adopt a new course that is different from today's host-based communication model. So-called Information-Centric Networks are of considerable interest and are advertised as enablers for intelligent networks, where effective content delivery is to be provided as an inherent network feature. This paper investigates the performance gap between pure client-driven adaptation and the theoretical optimum in the promising Future Internet architecture Named Data Networking (NDN). The theoretical optimum is derived by modeling multimedia streaming in NDN as a fractional Multi-Commodity Flow Problem and by extending it taking caching into account. We investigate the multimedia streaming performance under different forwarding strategies, exposing the interplay of forwarding strategies and adaptation mechanisms. Furthermore, we examine the influence of network inherent caching on the streaming performance by varying the caching polices and the cache sizes.
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[295] | Daniel Posch, Towards Effective Multimedia Dissemination in Information-Centric Networks, PhD thesis, Alpen-Adria Universität Klagenfurt, pp. 210, 2016.
[bib] [doi] [pdf] [abstract]
Abstract: Real-time entertainment (mainly audio/video streaming) is responsible for the largest traffic share in today's networks. Social and entertainment platforms such as YouTube, Netflix and Facebook provide a tremendous amount of multimedia content to their global customers via the Internet. With the ever growing popularity of these services, the Internet is struggling to suffice the continuously increasing requirements demanded by applications. In particular, the demands go far beyond the intent of the Internet's original design. Architectural and legacy design choices lead to issues, the solutions to which are neither efficient nor elegant. One approach to tackle these challenges is Information-Centric Networking (ICN), a new concept for today's Internet. The idea is to base the network's principal communication model on the most important item, namely the content to be transferred. This novel concept provides significant opportunities to enhance networking. In this thesis we investigate how ICN can be used as an enabler for effective multimedia dissemination. As a first step we analyse the technology's characteristic capabilities and their potential benefits for content distribution in future networks. We develop an analytical model taking account of the main building blocks (network-inherent caching, multi-path forwarding) and compare the obtained upper bound to the current state of ICN considering the scenario of pull-based adaptive multimedia streaming. The results show that there exists a significant gap between the promised and the realized performance, largely caused by ineffective Interest forwarding strategies. Therefore, we design and implement a novel probability-based forwarding strategy named Stochastic Adaptive Forwarding (SAF), which provides effective multi-path forwarding, identifies unknown cached content replicas and deals with local topology changes without guidance from the routing plane. The results indicate that SAF brings ICN one step closer towards effective content distribution. In particular, we show that it is important to consider context information in the forwarding plane. This includes content characteristics and application demands. SAF is the first strategy that takes account of context information that can be supplied by the network operators. Furthermore, this work provides a framework for a testbed that can be used by researchers to readily deploy an ICN-based testbed. This allows researchers to conduct experiments on physical hardware providing deeper insights on proposed algorithms than network simulations or analytical methods could ever do. We use the testbed to validate our results concerning multimedia delivery in ICN, and conduct network emulations investigating the performance of SAF and its competitors. Furthermore, we compare the results of network emulations to the findings obtained from simulations to assess their validity. Both simulations and emulations show that our SAF approach provides a significant step towards effective multimedia content distribution in ICN.
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[294] | Daniel Posch, Benjamin Rainer, Sebastian Theuermann, Andreas Leibetseder, Hermann Hellwagner, Emulating NDN-based Multimedia Delivery, In Proceedings of the 7th International Conference on Multimedia Systems (Christian Timmerer, Ali Begen, eds.), ACM Digital Library, New York, pp. 4, 2016.
[bib][url] [doi] [pdf] [abstract]
Abstract: Today, the global share and increase of Internet traffic is largely caused by multimedia delivery, mainly encompassing video, audio and image sharing on social, news, and entertainment platforms. This fact is well known to the Internet research community, which tries to counteract by increasing the content delivery efficiency. So-called Information-Centric Networks (ICN) are of considerable interest, advertised as enablers for intelligent networks, where effective delivery is to be provided as an inherent network feature. Most research proposals in this area are evaluated in simulated environments, using simulation frameworks such as OMNeT++ or ns-3. However, simulations always have shortcomings and cannot substitute measurements in physical networks. In this demonstration, we show how to readily set up an ICN-based testbed using low-budget single-board computers to conduct comprehensive emulations. We choose the scenario of pull-based adaptive video delivery as a showcase and evaluate the performance of different client-based adaptation mechanisms at the application level and different content forwarding strategies at the network level. All of the presented tools and visualization features are provided as open source contributions to the community.
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[293] | Christian Kreuzberger, Benjamin Rainer, Hermann Hellwagner, Laura Toni, Pascal Frossard, A Comparative Study of DASH Representation Sets Using Real User Characteristics, In Proceedings of the 26th International Workshop on Network and Operating Systems Support for Digital Audio and Video (ACM, ed.), ACM, New York, NY, USA, pp. 4:1-4:6, 2016.
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[292] | Darragh Egan, Sean Brennan, John Barret, Yuansong Qiao, Christian Timmerer, Niall Murray, An evaluation of Heart Rate and ElectroDermal Activity as an objective QoE evaluation method for immersive virtual reality environments, In 2016 Eighth International Conference on Quality of Multimedia Experience (QoMEX) (Fernando Pereira, Klaus Diepold, Paula Queluz, Ulrich Reiter, eds.), IEEE Signal Processing Society, Lisboa, Portugal, pp. 1-6, 2016.
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[291] | Christian Timmerer, Touradj Ebrahimi, Fernando Pereira, Toward a New Assessment of Quality, In IEEE Computer, IEEE Computer Society, vol. 48, no. 3, Los Alamitos, CA, USA, pp. 108-110, 2015.
[bib] [pdf] [abstract]
Abstract: A convergence of trends is shifting the focus of quality assessment from compliance with system design goals to fulfillment of user needs or expectations in different contexts.
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[290] | He Xu, Fernando Pereira, Christian Timmerer, Touradj Ebrahimi, Towards Quality of Sensory Experience in Multimedia, In Proceedings of 2015 European Conference on Networks and Communications (EUCNC) (Nicolas Demassieux, Mario Campolargo, eds.), IEEE, Brussels, Belgium, pp. 627-628, 2015.
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[289] | Christian Timmerer, Daniel Weinberger, Martin Smole, Reinhard Grandl, Christopher Mueller, Stefan Lederer, Live Transcoding and Streaming-as-a-Service with MPEG-DASH, In 2015 IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (Enrico Magli, Stefano Tubaro, Anthony Vetro, eds.), IEEE, Los Alamitos, CA, pp. 1-4, 2015.
[bib] [pdf] [abstract]
Abstract: Multimedia content delivery and real-time streaming over the top of the existing infrastructure is nowadays part and parcel of every media ecosystem thanks to open standards and the adoption of the Hypertext Transfer Protocol (HTTP) as its primary mean for transportation. Hardware encoder manufacturers have adopted their product lines to support the dynamic adaptive streaming over HTTP but suffer from the inflexibility to provide scalability on demand, specifically for event-based live services that are only offered for a limited period of time. The cloud computing paradigm allows for this kind of flexibility and provide the necessary elasticity in order to easily scale with the demand required for such use case scenarios. In this paper we describe bitcodin, our transcoding and streaming-as-as-ervice platform based on open standards (i.e., MPEG-DASH) which is deployed on standard cloud and content delivery infrastructures to enable high-quality streaming to heterogeneous clients. It is currently deployed for video on demand, 24/7 live, and event-based live services using bitdash, our adaptive client framework.
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[288] | Christian Timmerer, Daniel Weinberger, Martin Smole, Reinhard Grandl, Christopher Mueller, Stefan Lederer, Cloud-based Transcoding and Adaptive Video Streaming-as-a-Service, In IEEE Multimedia Communications Technical Committee E-Letter, IEEE Communications Society [online], New York, NY, USA, pp. 7-11, 2015.
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[287] | Christian Timmerer, Matteo Maiero, Benjamin Rainer, Stefan Petscharnig, Daniel Weinberger, Christopher Mueller, Stefan Lederer, Quality of Experience of Adaptive HTTP Streaming in Real-World Environments, In IEEE Multimedia Communications Technical Committee E-Letter, IEEE Communications Society [online], New York, NY, USA, pp. 6-9, 2015.
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[286] | Stefan Rass, Benjamin Rainer, Matthias Vavti, Johannes Göllner, Andreas Peer, Stefan Schauer, Secure Communication over Software-Defined Networks, In Mobile Networks and Applications, Springer, Springer US, pp. 105-110, 2015.
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[285] | Benjamin Rainer, Stefan Petscharnig, Christian Timmerer, Merge And Forward - Self-organized Inter-Destination Multimedia Synchronization, In Proceedings of the 6th ACM International Conference on Multimedia Systems (available not, ed.), ACM International Conference on Multimedia Systems, New York, U.S.A, pp. 77-80, 2015.
[bib] [abstract]
Abstract: Social networks have become ubiquitous and with these new possible ways for social communication and experiencing multimedia together the traditional TV scenario drifts more and more towards a distributed social experience. Asynchronism in the multimedia playback of the users may have a significant impact on the acceptability of systems providing the distributed multimedia experience. The synchronization needed in such systems is called Inter-Destination Multimedia Synchronization. In this paper we propose a demo that implements IDMS by the means of our self-organized and distributed approach assisted by pull-based streaming. We also provide a video of the planned demonstration and provide the mobile application as open source licensed under the GNU LGPL.
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[284] | Benjamin Rainer, Stefan Petscharnig, Christian Timmerer, Hermann Hellwagner, Is One Second Enough? - Evaluating QoE for Inter-Destination Multimedia Synchronization using Human Computation and Crowdsourcing, In Seventh International Workshop on Quality of Multimedia Experience (QoMEX 2015) (Athanassios Skodras, ed.), IEEE, Greece, Messinia, pp. 1-6, 2015.
[bib] [pdf] [abstract]
Abstract: Modern-age technology enables us to consume multimedia for enjoyment and as a social experience. The traditional way to consume multimedia together (e.g., with family or friends in the living room) is being superseded by a location-independent scenario where geographically distributed users consume the same content while having a real-time communication channel among each other. Inter-Destination Multimedia Synchronization (IDMS) is the tool of choice in order to enable users a high-quality multimedia experience. In this paper, we investigate the influence of asynchronism when consuming multimedia content together while being geographically distributed. In particular, we adopt the concept of human computation and developed a reaction game which we used to conduct a crowdsourced subjective quality assessment in order to evaluate a threshold for multimedia synchronization within an IDMS scenario. Our results show a significant decrease in overall Quality of Experience (QOE) at an asynchronism level of 750ms. At the same time, we were able to show that asynchronism at a level of 400ms does not have significant differences regarding the QoE when compared to the synchronous reference case.
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[283] | Christian Raffelsberger, Hermann Hellwagner, A Multimedia Delivery System for Delay-/Disruption-Tolerant Networks, In Proceedings of the 13th IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops '15) (Ali Hurson, Sajal K Das, eds.), IEEE, Los Alamitos, CA, USA, pp. 530-536, 2015.
[bib] [doi] [pdf] [abstract]
Abstract: Multimedia delivery systems and protocols usually assume end-to-end connections and low delivery delays between multimedia sources and consumers. However, neither of these two properties can always be achieved in hastily formed networks for emergency response operations. In particular, disruptions may break end-to-end connections, which makes it impossible to deliver multimedia content instantly. This work presents a multimedia delivery system that can operate in disrupted networks and hence may help improve the situational awareness in emergency response operations. The multimedia delivery system is based on HTTP adaptive streaming (HAS) and uses a modified version of HTTP which is able to deliver data in partitioned networks. The multimedia delivery system is evaluated in a realistic emergency response scenario.
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[282] | Daniela Pohl, Abdelhamid Bouchachia, Hermann Hellwagner, Online Indexing and Clustering of Social Media Data for Emergency Management, In Neurocomputing, Elsevier, Amsterdam, Netherlands, pp. 168-179, 2015.
[bib] [doi] [abstract]
Abstract: Social media becomes a vital part in our daily communication practice, creating a huge amount of data and covering different real-world situations. Currently, there is a tendency in making use of social media during emergency management and response. Most of this effort is performed by a huge number of volunteers browsing through social media data and preparing maps that can be used by professional first responders. Automatic analysis approaches are needed to directly support the response teams in monitoring and also understanding the evolution of facts in social media during an emergency situation. In this paper, we investigate the problem of real-time sub-events identification in social media data (i.e., Twitter, Flickr and YouTube) during emergencies. A processing framework is presented serving to generate situational reports/summaries from social media data. This framework relies in particular on online indexing and online clustering of media data streams. Online indexing aims at tracking the relevant vocabulary to capture the evolution of sub-events over time. Online clustering, on the other hand, is used to detect and update the set of sub-events using the indices built during online indexing. To evaluate the framework, social media data related to Hurricane Sandy 2012 was collected and used in a series of experiments. In particular some online indexing methods have been tested against a proposed method to show their suitability. Moreover, the quality of online clustering has been studied using standard clustering indices. Overall the framework provides a great opportunity for supporting emergency responders as demonstrated in real-world emergency exercises.
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