905 research outputs found

    Modeling And Dynamic Resource Allocation For High Definition And Mobile Video Streams

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    Video streaming traffic has been surging in the last few years, which has resulted in an increase of its Internet traffic share on a daily basis. The importance of video streaming management has been emphasized with the advent of High Definition: HD) video streaming, as it requires by its nature more network resources. In this dissertation, we provide a better support for managing HD video traffic over both wireless and wired networks through several contributions. We present a simple, general and accurate video source model: Simplified Seasonal ARIMA Model: SAM). SAM is capable of capturing the statistical characteristics of video traces with less than 5% difference from their calculated optimal models. SAM is shown to be capable of modeling video traces encoded with MPEG-4 Part2, MPEG-4 Part10, and Scalable Video Codec: SVC) standards, using various encoding settings. We also provide a large and publicly-available collection of HD video traces along with their analyses results. These analyses include a full statistical analysis of HD videos, in addition to modeling, factor and cluster analyses. These results show that by using SAM, we can achieve up to 50% improvement in video traffic prediction accuracy. In addition, we developed several video tools, including an HD video traffic generator based on our model. Finally, to improve HD video streaming resource management, we present a SAM-based delay-guaranteed dynamic resource allocation: DRA) scheme that can provide up to 32.4% improvement in bandwidth utilization

    Inter-Destination Multimedia Synchronization; Schemes, Use Cases and Standardization

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    Traditionally, the media consumption model has been a passive and isolated activity. However, the advent of media streaming technologies, interactive social applications, and synchronous communications, as well as the convergence between these three developments, point to an evolution towards dynamic shared media experiences. In this new model, geographically distributed groups of consumers, independently of their location and the nature of their end-devices, can be immersed in a common virtual networked environment in which they can share multimedia services, interact and collaborate in real-time within the context of simultaneous media content consumption. In most of these multimedia services and applications, apart from the well-known intra and inter-stream synchronization techniques that are important inside the consumers playout devices, also the synchronization of the playout processes between several distributed receivers, known as multipoint, group or Inter-destination multimedia synchronization (IDMS), becomes essential. Due to the increasing popularity of social networking, this type of multimedia synchronization has gained in popularity in recent years. Although Social TV is perhaps the most prominent use case in which IDMS is useful, in this paper we present up to 19 use cases for IDMS, each one having its own synchronization requirements. Different approaches used in the (recent) past by researchers to achieve IDMS are described and compared. As further proof of the significance of IDMS nowadays, relevant organizations (such as ETSI TISPAN and IETF AVTCORE Group) efforts on IDMS standardization (in which authors have been and are participating actively), defining architectures and protocols, are summarized.This work has been financed, partially, by Universitat Politecnica de Valencia (UPV), under its R&D Support Program in PAID-05-11-002-331 Project and in PAID-01-10, and by TNO, under its Future Internet Use Research & Innovation Program. The authors also want to thank Kevin Gross for providing some of the use cases included in Sect. 1.2.Montagud, M.; Boronat Segui, F.; Stokking, H.; Van Brandenburg, R. (2012). Inter-Destination Multimedia Synchronization; Schemes, Use Cases and Standardization. Multimedia Systems. 18(6):459-482. https://doi.org/10.1007/s00530-012-0278-9S459482186Kernchen, R., Meissner, S., Moessner, K., Cesar, P., Vaishnavi, I., Boussard, M., Hesselman, C.: Intelligent multimedia presentation in ubiquitous multidevice scenarios. IEEE Multimedia 17(2), 52–63 (2010)Vaishnavi, I., Cesar, P., Bulterman, D., Friedrich, O., Gunkel, S., Geerts, D.: From IPTV to synchronous shared experiences challenges in design: distributed media synchronization. Signal Process Image Commun 26(7), 370–377 (2011)Geerts, D., Vaishnavi, I., Mekuria, R., Van Deventer, O., Cesar, P.: Are we in sync?: synchronization requirements for watching on-line video together, CHI ‘11, New York, USA (2011)Boronat, F., Lloret, J., García, M.: Multimedia group and inter-stream synchronization techniques: a comparative study. Inf. Syst. 34(1), 108–131 (2009)Chen, M.: A low-latency lip-synchronized videoconferencing system. In: SIGCHI Conference on Human Factors in Computing Systems, CHI’03, ACM, pp. 464–471, New York (2003)Ishibashi, Y., Tasaka, S., Ogawa, H.: Media synchronization quality of reactive control schemes. IEICE Trans. Commun. E86-B(10), 3103–3113 (2003)Ademoye, O.A., Ghinea, G.: Synchronization of olfaction-enhanced multimedia. IEEE Trans. Multimedia 11(3), 561–565 (2009)Cesar, P., Bulterman, D.C.A., Jansen, J., Geerts, D., Knoche, H., Seager, W.: Fragment, tag, enrich, and send: enhancing social sharing of video. ACM Trans. Multimedia Comput. Commun. Appl. 5(3), Article 19, 27 pages (2009)Van Deventer, M.O., Stokking, H., Niamut, O.A., Walraven, F.A., Klos, V.B.: Advanced Interactive Television Service Require Synchronization, IWSSIP 2008. Bratislava, June (2008)Premchaiswadi, W., Tungkasthan, A., Jongsawat, N.: Enhancing learning systems by using virtual interactive classrooms and web-based collaborative work. In: Proceedings of the IEEE Education Engineering Conference (EDUCON 2010), pp. 1531–1537. Madrid, Spain (2010)Diot, C., Gautier, L.: A distributed architecture for multiplayer interactive applications on the internet. IEEE Netw 13(4), 6–15 (1999)Mauve, M., Vogel, J., Hilt, V., Effelsberg, W.: Local-lag and timewarp: providing consistency for replicated continuous applications. IEEE Trans. Multimedia 6(1), 45–57 (2004)Hosoya, K., Ishibashi, Y., Sugawara, S., Psannis, K.E.: Group synchronization control considering difference of conversation roles. In: IEEE 13th International Symposium on Consumer Electronics, ISCE ‘09, pp. 948–952 (2009)Roccetti, M., Ferretti, S., Palazzi, C.: The brave new world of multiplayer online games: synchronization issues with smart solution. In: 11th IEEE Symposium on Object Oriented Real-Time Distributed Computing (ISORC), pp. 587–592 (2008)Ott, D.E., Mayer-Patel, K.: An open architecture for transport-level protocol coordination in distributed multimedia applications. ACM Trans. Multimedia Comput. Commun. Appl. 3(3), 17 (2007)Boronat, F., Montagud, M., Guerri, J.C.: Multimedia group synchronization approach for one-way cluster-to-cluster applications. In: IEEE 34th Conference on Local Computer Networks, LCN 2009, pp. 177–184, Zürich (2009)Boronat, F., Montagud, M., Vidal, V.: Smooth control of adaptive media playout to acquire IDMS in cluster-based applications. In: IEEE LCN 2011, pp. 617–625, Bonn (2011)Huang, Z., Wu, W., Nahrstedt, K., Rivas, R., Arefin, A.: SyncCast: synchronized dissemination in multi-site interactive 3D tele-immersion. In: Proceedings of MMSys, USA (2011)Kim, S.-J., Kuester, F., Kim, K.: A global timestamp-based approach for enhanced data consistency and fairness in collaborative virtual environments. ACM/Springer Multimedia Syst. J. 10(3), 220–229 (2005)Schooler, E.: Distributed music: a foray into networked performance. In: International Network Music Festival, Santa Monica, CA (1993)Miyashita, Y., Ishibashi, Y., Fukushima, N., Sugawara, S., Psannis K.E.: QoE assessment of group synchronization in networked chorus with voice and video. In: Proceedings of IEEE TENCON’11, pp. 393–397 (2011)Hesselman, C., Abbadessa, D., Van Der Beek, W., et al.: Sharing enriched multimedia experiences across heterogeneous network infrastructures. IEEE Commun. Mag. 48(6), 54–65 (2010)Montpetit, M., Klym, N., Mirlacher, T.: The future of IPTV—Connected, mobile, personal and social. Multimedia Tools Appl J 53(3), 519–532 (2011)Cesar, P., Bulterman, D.C.A., Jansen, J.: Leveraging the user impact: an architecture for secondary screens usage in an interactive television environment. ACM/Springer Multimedia Syst. 15(3), 127–142 (2009)Lukosch, S.: Transparent latecomer support for synchronous groupware. In: Proceedings of 9th International Workshop on Groupware (CRIWG), Grenoble, France, pp. 26–41 (2003)Steinmetz, R.: Human perception of jitter and media synchronization. IEEE J. Sel. Areas Commun. 14(1), 61–72 (1996)Stokking, H., Van Deventer, M.O., Niamut, O.A., Walraven, F.A., Mekuria, R.N.: IPTV inter-destination synchronization: a network-based approach, ICIN’2010, Berlin (2010)Mekuria, R.N.: Inter-destination media synchronization for TV broadcasts, Master Thesis, Faculty of Electrical Engineering, Mathematics and Computer Science, Department of Network architecture and Services, Delft University of Technology (2011)Pitt Ian, CS2511: Usability engineering lecture notes, localisation of sound sources. http://web.archive.org/web/20100410235208/http:/www.cs.ucc.ie/~ianp/CS2511/HAP.htmlNielsen, J.: Response times: the three important limits. http://www.useit.com/papers/responsetime.html (1994)ITU-T Rec G. 1010: End-User Multimedia QoS Categories. International Telecommunication Union, Geneva (2001)Biersack, E., Geyer, W.: Synchronized delivery and playout of distributed stored multimedia streams. ACM/Springer Multimedia Syst 7(1), 70–90 (1999)Xie, Y., Liu, C., Lee, M.J., Saadawi, T.N.: Adaptive multimedia synchronization in a teleconference system. ACM/Springer Multimedia Syst. 7(4), 326–337 (1999)Laoutaris, N., Stavrakakis, I.: Intrastream synchronization for continuous media streams: a survey of playout schedulers. IEEE Netw. Mag. 16(3), 30–40 (2002)Ishibashi, Y., Tsuji, A., Tasaka, S.: A group synchronization mechanism for stored media in multicast communications. In: Proceedings of the INFOCOM ‘97, Washington (1997)Ishibashi, Y., Tasaka, S.: A group synchronization mechanism for live media in multicast communications. IEEE GLOBECOM’97, pp. 746–752 (1997)Boronat, F., Guerri, J.C., Lloret, J.: An RTP/RTCP based approach for multimedia group and inter-stream synchronization. Multimedia Tools Appl. J. 40(2), 285–319 (2008)Ishibashi, I., Tasaka, S.: A distributed control scheme for group synchronization in multicast communications. In: Proceedings of International Symposium Communications, Kaohsiung, Taiwan, pp. 317–323 (1999)Lu, Y., Fallica, B., Kuipers, F.A., Kooij, R.E., Van Mieghem, P.: Assessing the quality of experience of SopCast. Int. J. Internet Protoc. Technol 4(1), 11–19 (2009)Shamma, D.A., Bastea-Forte, M., Joubert, N., Liu, Y.: Enhancing online personal connections through synchronized sharing of online video, ACM CHI’08 Extended Abstracts, Florence (2008)Ishibashi, Y., Tasaka, S.: A distributed control scheme for causality and media synchronization in networked multimedia games. In: Proceedings of 11th International Conference on Computer Communications and Networks, pp. 144–149, Miami, USA (2002)Ishibashi, Y., Tomaru, K., Tasaka, S., Inazumi, K.: Group synchronization in networked virtual environments. In: Proceedings of the 38th IEEE International Conference on Communications, pp. 885–890, Alaska, USA (2003)Tasaka, S., Ishibashi, Y., Hayashi, M.: Inter–destination synchronization quality in an integrated wired and wireless network with handover. IEEE GLOBECOM 2, 1560–1565 (2002)Kurokawa, Y., Ishibashi, Y., Asano, T.: Group synchronization control in a remote haptic drawing system. In: Proceedings of IEEE International Conference on Multimedia and Expo, pp. 572–575, Beijing, China (2007)Hashimoto, T., Ishibashi, Y.: Group Synchronization Control over Haptic Media in a Networked Real-Time Game with Collaborative Work, Netgames’06, Singapore (2006)Nunome, T., Tasaka, S.: Inter-destination synchronization quality in a multicast mobile ad hoc network. In: Proceedings of IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 1366–1370, Berlin, Germany (2005)Brandenburg, R., van Stokking, H., Van Deventer, M.O., Boronat, F., Montagud, M., Gross, K.: RTCP for inter-destination media synchronization, draft-brandenburg-avtcore-rtcp-for-idms-03.txt. In: IETF Audio/Video Transport Core Maintenance Working Group, Internet Draft, March 9 (2012)ETSI TS 181 016 V3.3.1 (2009-07) Telecommunications and Internet converged Services and Protocols for Advanced Networking (TISPAN); Service Layer Requirements to integrate NGN Services and IPTVETSI TS 182 027 V3.5.1 (2011-03) Telecommunications and Internet converged Services and Protocols for Advanced Networking (TISPAN); IPTV Architecture; IPTV functions supported by the IMS subsystemETSI TS 183 063 V3.5.2 (2011-03) Telecommunications and Internet converged Services and Protocols for Advanced Networking (TISPAN); IMS-based IPTV stage 3 specificationBrandenburg van, R., et al.: RTCP XR Block Type for inter-destination media synchronization, draft-brandenburg-avt-rtcp-for-idms-00.txt. In: IETF Audio/Video Transport Working Group, Internet Draft, Sept 24, 2010Williams, A., et al.: RTP Clock Source Signalling, draft-williams-avtcore-clksrc-00. In: IETF Audio/Video Transport Working Group, Internet Draft, February 28, 201

    Supporting protocol-independent adaptive QoS in wireless sensor networks

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    Next-generation wireless sensor networks will be used for many diverse applications in time-varying network/environment conditions and on heterogeneous sensor nodes. Although Quality of Service (QoS) has been ignored for a long time in the research on wireless sensor networks, it becomes inevitably important when we want to deliver an adequate service with minimal efforts under challenging network conditions. Until now, there exist no general-purpose QoS architectures for wireless sensor networks and the main QoS efforts were done in terms of individual protocol optimizations. In this paper we present a novel layerless QoS architecture that supports protocol-independent QoS and that can adapt itself to time-varying application, network and node conditions. We have implemented this QoS architecture in TinyOS on TmoteSky sensor nodes and we have shown that the system is able to support protocol-independent QoS in a real life office environment

    MORPHOSYS: efficient colocation of QoS-constrained workloads in the cloud

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    In hosting environments such as IaaS clouds, desirable application performance is usually guaranteed through the use of Service Level Agreements (SLAs), which specify minimal fractions of resource capacities that must be allocated for use for proper operation. Arbitrary colocation of applications with different SLAs on a single host may result in inefficient utilization of the host’s resources. In this paper, we propose that periodic resource allocation and consumption models be used for a more granular expression of SLAs. Our proposed SLA model has the salient feature that it exposes flexibilities that enable the IaaS provider to safely transform SLAs from one form to another for the purpose of achieving more efficient colocation. Towards that goal, we present MorphoSys: a framework for a service that allows the manipulation of SLAs to enable efficient colocation of workloads. We present results from extensive trace-driven simulations of colocated Video-on-Demand servers in a cloud setting. The results show that potentially-significant reduction in wasted resources (by as much as 60%) are possible using MorphoSys.First author draf

    MorphoSys: efficient colocation of QoS-constrained workloads in the cloud

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    In hosting environments such as IaaS clouds, desirable application performance is usually guaranteed through the use of Service Level Agreements (SLAs), which specify minimal fractions of resource capacities that must be allocated for unencumbered use for proper operation. Arbitrary colocation of applications with different SLAs on a single host may result in inefficient utilization of the host’s resources. In this paper, we propose that periodic resource allocation and consumption models -- often used to characterize real-time workloads -- be used for a more granular expression of SLAs. Our proposed SLA model has the salient feature that it exposes flexibilities that enable the infrastructure provider to safely transform SLAs from one form to another for the purpose of achieving more efficient colocation. Towards that goal, we present MORPHOSYS: a framework for a service that allows the manipulation of SLAs to enable efficient colocation of arbitrary workloads in a dynamic setting. We present results from extensive trace-driven simulations of colocated Video-on-Demand servers in a cloud setting. These results show that potentially-significant reduction in wasted resources (by as much as 60%) are possible using MORPHOSYS.National Science Foundation (0720604, 0735974, 0820138, 0952145, 1012798

    Real-life performance of protocol combinations for wireless sensor networks

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    Wireless sensor networks today are used for many and diverse applications like nature monitoring, or process and wireless building automation. However, due to the limited access to large testbeds and the lack of benchmarking standards, the real-life evaluation of network protocols and their combinations remains mostly unaddressed in current literature. To shed further light upon this matter, this paper presents a thorough experimental performance analysis of six protocol combinations for TinyOS. During these protocol assessments, our research showed that the real-life performance often differs substantially from the expectations. Moreover, we found that combining protocols is far from trivial, as individual network protocols may perform very different in combination with other protocols. The results of our research emphasize the necessity of a flexible generic benchmarking framework, powerful enough to evaluate and compare network protocols and their combinations in different use cases

    Cross-layer signalling and middleware: a survey for inelastic soft real-time applications in MANETs

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    This paper provides a review of the different cross-layer design and protocol tuning approaches that may be used to meet a growing need to support inelastic soft real-time streams in MANETs. These streams are characterised by critical timing and throughput requirements and low packet loss tolerance levels. Many cross-layer approaches exist either for provision of QoS to soft real-time streams in static wireless networks or to improve the performance of real and non-real-time transmissions in MANETs. The common ground and lessons learned from these approaches, with a view to the potential provision of much needed support to real-time applications in MANETs, is therefore discussed

    Real-time Scheduling for Data Stream Management Systems

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    Quality-aware management of data streams is gaining more and more importance with the amount of data produced by streams growing continuously. The resources required for data stream processing depend on different factors and are limited by the environment of the data stream management system (DSMS). Thus, with a potentially unbounded amount of stream data and limited processing resources, some of the data stream processing tasks (originating from different users) may not be satisfyingly answered, and therefore, users should be enabled to negotiate a certain quality for the execution of their stream processing tasks. After the negotiation process, it is the responsibility of the Data Stream Management System to meet the quality constraints by using adequate resource reservation and scheduling techniques. Within this paper, we consider different aspects of real-time scheduling for operations within a DSMS. We propose a scheduling concept which enables us to meet certain time-dependent quality of service requirements for user-given processing tasks. Furthermore, we describe the implementation of our scheduling concept within a real-time capable data stream management system, and we give experimental results on that
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