Investigating the Performance of Pull-Based Dynamic Adaptive Streaming in NDN
Abstract
Adaptive content delivery is the state of the art in real-time multimedia streaming. Leading streaming approaches, e.g., MPEG-DASH and Apple HTTP Live Streaming (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.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The upper bound for the average bitrate the clients can obtain is found, assuming that the network and streaming characteristics are known a priori.
“The upper bound for the average bitrate the clients can obtain is found, assuming that the network and streaming characteristics are known a priori.”
From QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey (2020) · cites this paper as [282]
Cites
A new polynomial-time algorithm for linear programming
Karmarkar, N. K. (1984) · COMBINATORICA · doi:10.1007/bf02579150 · Cited by 4,851 · see citing works
Jacobson, V. L., Smetters, D. K., Thornton, J. D., Plass, M. F., Briggs, N. H., & Braynard, R. L. (2009) · ACM International Conference on emerging Networking EXperiments and Technologies (CoNEXT) · doi:10.1145/1658939.1658941 · Cited by 4,081 · see citing works
Overview of the Scalable Video Coding Extension of the H.264/AVC Standard
Schwarz, H., Marpe, D., & Wiegand, T. (2007) · IEEE Transactions on Circuits and Systems for Video Technology · doi:10.1109/tcsvt.2007.905532 · Cited by 3,557 · see citing works
Zhang, L., Afanasyev, A., Burke, J., Jacobson, V., claffy, K., Crowley, P., Papadopoulos, C., Wang, L., & Zhang, B. (2014) · ACM SIGCOMM Computer Communication Review · doi:10.1145/2656877.2656887 · Cited by 2,270 · see citing works
A survey of information-centric networking
Ahlgren, B., Dannewitz, C., Imbrenda, C., Kutscher, D., & Ohlman, B. (2012) · IEEE Communications Magazine · doi:10.1109/mcom.2012.6231276 · Cited by 1,630 · see citing works
A data-oriented (and beyond) network architecture
Koponen, T., Chawla, M., Chun, B.-G., Ermolinskiy, A., Kim, K. H., Shenker, S. J., & Stoica, I. G. (2007) · ACM SIGCOMM Conference (SIGCOMM) · doi:10.1145/1282380.1282402 · Cited by 1,390 · see citing works
A Survey of Information-Centric Networking Research
Xylomenos, G., Ververidis, C. N., Siris, V. A., Fotiou, N., Tsilopoulos, C., Vasilakos, X., Katsaros, K. V., & Polyzos, G. C. (2013) · IEEE Communications Surveys & Tutorials · doi:10.1109/surv.2013.070813.00063 · Cited by 1,352 · see citing works
The MPEG-DASH Standard for Multimedia Streaming Over the Internet
Sodagar, I. (2011) · IEEE Multimedia · doi:10.1109/mmul.2011.71 · Cited by 1,084 · see citing works
A case for stateful forwarding plane
Yi, C., Afanasyev, A., Moiseenko, I., Wang, L., Zhang, B., & Zhang, L. (2013) · Computer Communications · doi:10.1016/j.comcom.2013.01.005 · Cited by 474 · see citing works
Dynamic adaptive streaming over HTTP dataset
Lederer, S., Müller, C., & Timmerer, C. (2012) · doi:10.1145/2155555.2155570 · Cited by 471 · see citing works
Cache “Less for More” in Information-Centric Networks
Chai, W. K., He, D., Psaras, I., & George Pavlou, A. (2012) · Lecture notes in computer science · doi:10.1007/978-3-642-30045-5_3 · Cited by 331 · see citing works
Network of Information (NetInf) – An information-centric networking architecture
Dannewitz, C., Kutscher, D., Ohlman, B., Farrell, S., Ahlgren, B., & Karl, H. (2013) · Computer Communications · doi:10.1016/j.comcom.2013.01.009 · Cited by 307 · see citing works
Jacobson, V. L., Smetters, D. K., Briggs, N. H., Plass, M. F., Stewart, P., Thornton, J. D., & Braynard, R. L. (2009) · doi:10.1145/1658978.1658980 · Cited by 252 · see citing works
MultiPath TCP: From Theory to Practice
Barré, S., Paasch, C., & Bonaventure, O. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-20757-0_35 · Cited by 247 · see citing works
Illustrating a publish-subscribe Internet architecture
Fotiou, N., Trossen, D., & Polyzos, G. C. (2011) · Telecommunication Systems · doi:10.1007/s11235-011-9432-5 · Cited by 140 · see citing works
On the role of routing in named data networking
Yi, C., Abraham, J. P., Afanasyev, A., Wang, L., Zhang, B., & Zhang, L. (2014) · ACM Conference on Information-Centric Networking (ICN) · doi:10.1145/2660129.2660140 · Cited by 116 · see citing works
Coupling caching and forwarding
Rossini, G., & Rossi, D. (2014) · ACM Conference on Information-Centric Networking (ICN) · doi:10.1145/2660129.2660153 · Cited by 103 · see citing works
Implementation and user-centric comparison of a novel adaptation logic for DASH with SVC
Sieber, C., Hoßfeld, T., Zinner, T., Tran‐Gia, P., & Timmerer, C. (2013) · mediaTUM (Technical University of Munich) · Cited by 90 · see citing works
A scalable video coding dataset and toolchain for dynamic adaptive streaming over HTTP
Kreuzberger, C., Posch, D., & Hellwagner, H. (2015) · ACM Multimedia Systems Conference (MMSys) · doi:10.1145/2713168.2713193 · Cited by 83 · see citing works
Self-citationSAF: Stochastic Adaptive Forwarding in Named Data Networking
Posch, D., Rainer, B., & Hellwagner, H. (2016) · IEEE/ACM Transactions on Networking · doi:10.1109/tnet.2016.2614710 · Cited by 83 · see citing works
Self-citationDynamic adaptive streaming over CCN: A caching and overhead analysis
Liu, Y., Geurts, J., Point, J.-C., Lederer, S., Rainer, B., Muller, C., Timmerer, C., & Hellwagner, H. (2013) · 2013 IEEE International Conference on Communications (ICC) · doi:10.1109/icc.2013.6655116 · Cited by 76 · see citing works
Self-citationOffloading cellular networks with Information-Centric Networking: The case of video streaming
Detti, A., Pomposini, M., Bléfari-Melazzi, N., Salsano, S., & Bragagnini, A. (2012) · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) · doi:10.1109/wowmom.2012.6263734 · Cited by 62 · see citing works
On the Interaction of Adaptive Video Streaming with Content-Centric NetworkingPreprint
Grandl, R., Su, K., & Westphal, C. (2016) · Cited by 54 · see citing works
Adaptive streaming over Content Centric Networks in mobile networks using multiple links
Lederer, S., Mueller, C., Rainer, B., Timmerer, C., & Hellwagner, H. (2013) · IEEE International Conference on Communications workshops · doi:10.1109/iccw.2013.6649319 · Cited by 53 · see citing works
Self-citationApproximating fractional multicommodity flow independent of the number of commodities
Fleischer, L. (2003) · Annual Symposium on Foundations of Computer Science · doi:10.1109/sffcs.1999.814573 · Cited by 47 · see citing works
A seamless Web integration of adaptive HTTP streaming
Rainer, R., Lederer, Müller, & Timmerer (2012) · Cited by 41 · see citing works
A seamless Web integration of adaptive HTTP streaming
Rainer, B., Lederer, S., Müller, C., & Timmerer, C. (2012) · Cited by 33 · see citing works
Self-citationAn experimental analysis of Dynamic Adaptive Streaming over HTTP in Content Centric Networks
Lederer, S., Mueller, C., Rainer, B., Timmerer, C., & Hellwagner, H. (2013) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2013.6607500 · Cited by 31 · see citing works
Self-citationUsing In-Network Adaptation to Tackle Inefficiencies Caused by DASH in Information-Centric Networks
Posch, D., Kreuzberger, C., Rainer, B., & Hellwagner, H. (2014) · doi:10.1145/2676652.2676653 · Cited by 17 · see citing works
Self-citationSAF: Stochastic Adaptive Forwarding in Named Data NetworkingPreprint
Posch, D., Rainer, B., & Hellwagner, H. (2015) · arXiv (Cornell University) · doi:10.48550/arxiv.1505.05259 · Cited by 8 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
A Survey on Bitrate Adaptation Schemes for Streaming Media Over HTTP
Bentaleb, A., Taani, B., Begen, A. C., Timmerer, C., & Zimmermann, R. (2018) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2018.2862938 · Cited by 498 · see citing works
QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey
Barakabitze, A. A., Barman, N., Ahmad, A., Zadtootaghaj, S., Sun, L., Martini, M. G., & Atzori, L. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2019.2958784 · Cited by 239 · see citing works
Edge computing in future wireless networks: A comprehensive evaluation and vision for 6G and beyond
Ergen, M., Saoud, B., Shayea, I. A. M., El‐Saleh, A. A., Ergen, O., Inan, F., & Tüysüz, M. F. (2024) · ICT Express · doi:10.1016/j.icte.2024.08.007 · Cited by 71 · see citing works
Zhong, L., Chen, X., Xu, C., Ma, Y., Wang, M., Zhao, Y., & Muntean, G. (2022) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2022.3162147 · Cited by 61 · see citing works
Dynamic Adaptive Video Streaming: Towards a Systematic Comparison of ICN and TCP/IP
Samain, J., Carofiglio, G., Muscariello, L., Papalini, M., Sardara, M., Tortelli, M., & Rossi, D. (2017) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2017.2733340 · Cited by 58 · see citing works
Enabling ICN in the Internet Protocol
Carofiglio, G., Muscariello, L., Augé, J., Papalini, M., Sardara, M., & Compagno, A. (2019) · ACM Conference on Information-Centric Networking (ICN) · doi:10.1145/3357150.3357394 · Cited by 40 · see citing works
Quality of Experience-Centric Management of Adaptive Video Streaming Services: Status and Challenges
Petrangeli, S., Hooft, J. V. D., Wauters, T., & Turck, F. D. (2018) · ACM Transactions on Multimedia Computing, Communications, and Applications · doi:10.1145/3165266 · Cited by 38 · see citing works
Rainer, B., & Petscharnig, S. (2018) · Information · doi:10.3390/info9110264 · Cited by 26 · see citing works
Self-citationQoE-Driven Adaptive K-Push for HTTP/2 Live Streaming
Xu, Z., Zhang, X., & Guo, Z. (2018) · IEEE Transactions on Circuits and Systems for Video Technology · doi:10.1109/tcsvt.2018.2849015 · Cited by 25 · see citing works
Application Areas of Information-Centric Networking: State-of-the-Art and Challenges
Hurali, L. C. M., & Patil, A. P. (2022) · IEEE Access · doi:10.1109/access.2022.3223667 · Cited by 22 · see citing works
Adaptive Video Streaming Using Dynamic NDN Multicast in WLAN
Wu, F., Yang, W., Ren, J., Lyu, F., Ding, X., & Zhang, Y. (2020) · IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS) · doi:10.1109/infocomwkshps50562.2020.9162662 · Cited by 22 · see citing works
Concurrent Multipath Routing Optimization in Named Data Networks
Zhang, Y., An, X., Yuan, M., Bu, X., & An, J. (2019) · IEEE Internet of Things Journal · doi:10.1109/jiot.2019.2955139 · Cited by 20 · see citing works
PLVER: Joint Stable Allocation and Content Replication for Edge-Assisted Live Video Delivery
Wang, H., Tang, G., Wu, K., & Wang, J. (2021) · IEEE Transactions on Parallel and Distributed Systems · doi:10.1109/tpds.2021.3090784 · Cited by 18 · see citing works
Object-Oriented Network: A Named-Data Architecture Toward the Future Internet
Liu, B., Jiang, T., Wang, Z., & Cao, Y. (2017) · IEEE Internet of Things Journal · doi:10.1109/jiot.2017.2714658 · Cited by 15 · see citing works
Cache Placement in an NDN-Based LEO Satellite Network Constellation
Rodríguez‐Pérez, M., Herrerı́a-Alonso, S., Suárez-González, A., López-Ardao, J. C., & Rodríguez‐Rubio, R. F. (2022) · IEEE Transactions on Aerospace and Electronic Systems · doi:10.1109/taes.2022.3227530 · Cited by 15 · see citing works
Reducing channel zapping time in live TV broadcasting over content centric networks
Ghahfarokhi, B. S., Moghim, N., & Eftekhari, S. (2016) · Multimedia Tools and Applications · doi:10.1007/s11042-016-4037-3 · Cited by 12 · see citing works
Fair-RTT-DAS: A robust and efficient dynamic adaptive streaming over ICN
Conti, M., Droms, R. E., Hassan, M., & Lal, C. (2018) · Computer Communications · doi:10.1016/j.comcom.2018.07.033 · Cited by 12 · see citing works
f-NDN: An Extended Architecture of NDN Supporting Flow Transmission Mode
Tan, X., Feng, W., Lv, J., Yang, J., Zhao, Z., & Yang, J. (2020) · IEEE Transactions on Communications · doi:10.1109/tcomm.2020.3007936 · Cited by 11 · see citing works
Network-assisted strategy for dash over CCN
Jmal, R., Simon, G., & Fourati, L. C. (2017) · IEEE International Conference on Multimedia and Expo (ICME) · doi:10.1109/icme.2017.8019482 · Cited by 10 · see citing works
Mitigating NDN-Based Fake Content Dissemination in Opportunistic Mobile Networks
Saha, B. K., & Misra, S. (2019) · IEEE Transactions on Mobile Computing · doi:10.1109/tmc.2019.2908161 · Cited by 10 · see citing works
Wang, M., Xu, C., Chen, X., Zhong, L., & Muntean, G. (2020) · Journal of Network and Computer Applications · doi:10.1016/j.jnca.2020.102574 · Cited by 10 · see citing works
Deep Learning in Building Management Systems over NDN: Use Case of Forwarding and HVAC Control
Ayadi, M. I., Maizate, A., Ouzzif, M., & Mahmoudi, C. (2019) · IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) · doi:10.1109/ithings/greencom/cpscom/smartdata.2019.00200 · Cited by 9 · see citing works
Game Theory Based Dynamic Adaptive Video Streaming for Multi-Client Over NDN
Tan, X., Xu, L., Ni, J., Li, S., Jiang, X., & Zheng, Q. (2021) · IEEE Transactions on Multimedia · doi:10.1109/tmm.2021.3100768 · Cited by 9 · see citing works
Forwarding and caching in video streaming over ICSDN: A clean-slate publish-subscribe approach
Ashraf, M. W. A., Huang, C., Raza, A., Sharif, K., Karim, M. M., & Huang, S. (2022) · Computer Networks · doi:10.1016/j.comnet.2022.109433 · Cited by 8 · see citing works
QoE Degradation Attack in Dynamic Adaptive Streaming Over ICN
Conti, M., Droms, R. E., Hassan, M., & Valle, S. (2018) · IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) · doi:10.1109/wowmom.2018.8449767 · Cited by 7 · see citing works
Emerging Applications for Future Internet Approach Based-on SDN and ICN
Jmal, R., & Fourati, L. C. (2017) · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · doi:10.1109/aiccsa.2017.58 · Cited by 7 · see citing works
PIF and ReCiF: Efficient Interest-Packet Forwarding Mechanisms for Named-Data Wireless Mesh Networks
Mascarenhas, D. M., & Moraes, I. M. (2018) · Information · doi:10.3390/info9100243 · Cited by 7 · see citing works
Assisted DASH-aware networking over SDN–CCN architecture
Jmal, R., & Fourati, L. C. (2019) · Photonic Network Communications · doi:10.1007/s11107-019-00835-1 · Cited by 7 · see citing works
Improving Fairness for QoE of Adaptive Video Streaming over ICN
Nakagawa, R., Ohzahata, S., & Yamamoto, R. (2022) · IEEE International Conference on Cloud Networking · doi:10.1109/cloudnet55617.2022.9978834 · Cited by 6 · see citing works
Buffer Based Adaptation Using Scalable Video Coding for 360-Degree Video Streaming over NDN
Ogasawara, T., & Bandai, M. (2020) · International Conference on Information Networking · doi:10.1109/icoin48656.2020.9016449 · Cited by 6 · see citing works
A hybrid NDN-IP Architecture for Live Video Streaming: A QoE Analysis
Dasgupta, I., Shannigrahi, S., & Zink, M. (2021) · IEEE International Symposium on Multimedia (ISM) · doi:10.1109/ism52913.2021.00032 · Cited by 6 · see citing works
Dasgupta, I., Shannigrahi, S., & Zink, M. (2022) · International Journal of Semantic Computing · doi:10.1142/s1793351x22400074 · Cited by 6 · see citing works
A simple yet effective network-assisted signal for enhanced DASH quality of experience
Samain, J., Carofiglio, G., Tortelli, M., & Rossi, D. (2018) · doi:10.1145/3210445.3210447 · Cited by 6 · see citing works
Nakagawa, R., Ohzahata, S., Yamamoto, R., & Kato, T. (2021) · IEICE Transactions on Information and Systems · doi:10.1587/transinf.2020edp7237 · Cited by 5 · see citing works
High performance adaptive video streaming using NDN WLAN multicast
Yang, W., Wu, F., & Tian, K. (2021) · ACM Conference on Information-Centric Networking (ICN) · doi:10.1145/3460417.3482977 · Cited by 5 · see citing works
Benchmarking Network Performance in Named Data Networking (NDN)
Liu, Y., Dowling, A., & Huie, L. M. (2020) · Wireless and Optical Communications Conference · doi:10.1109/wocc48579.2020.9114910 · Cited by 4 · see citing works
Samain, J., Augé, J., Carofiglio, G., Muscariello, L., Papalini, M., & Sardara, M. (2017) · ACM SIGCOMM Conference Posters and Demos · doi:10.1145/3123878.3131973 · Cited by 3 · see citing works
Reputation-based Trust: A robust mechanism for Dynamic Adaptive Streaming over Named Data Networking
Kapetanidou, I. A., Hassan, M., Sarros, C.-A., Conti, M., & Tsaoussidis, V. (2020) · doi:10.1109/bigdatase50710.2020.00023 · Cited by 3 · see citing works
Accelerating Feedback Control for QoE Fairness in Adaptive Video Streaming Over ICN
Nakagawa, R., Ohzahata, S., & Yamamoto, R. (2024) · IEEE Consumer Communications and Networking Conference · doi:10.1109/ccnc51664.2024.10454865 · Cited by 3 · see citing works
A user-oriented performance comparison of video hosting services
Alessio Botta, B., Avallone, A., Garofalo, M., & Ventre, G. (2017) · Computer Communications · doi:10.1016/j.comcom.2017.11.016 · Cited by 3 · see citing works
Cache-Version Selection and Content Placement for Adaptive Video Streaming in Wireless Edge Networks
Sasikumar, A., Zhao, T., Hou, I.-H., & Shakkottai, S. (2019) · International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks (WiOpt) · doi:10.23919/wiopt47501.2019.9144116 · Cited by 3 · see citing works
NC based DAS-NDN: Network Coding for robust Dynamic Adaptive Streaming over NDN
Hassan, M., Conti, M., & Lal, C. (2020) · Computer Networks · doi:10.1016/j.comnet.2020.107222 · Cited by 3 · see citing works
Towards Improved DASH Adaptation in NDN: An Emulative Analysis
Stohr, D., Kalle, T., Mauthe, A., Rizk, A., Steinmetz, R., & Wolfgang Effelsberg, A. (2018) · Conference on Local Computer Networks · doi:10.1109/lcn.2018.8638140 · Cited by 3 · see citing works
Barakabitze, A. A., & Hines, A. (2022) · Wiley eBooks · doi:10.1002/9781119800828.ch7 · Cited by 3 · see citing works
The Road Ahead for Networking: A Survey on ICN-IP Coexistence Solutions
Conti, M., Gangwal, A., Hassan, M., Lal, C., & Losiouk, E. (2020) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2020.2994526 · Cited by 2 · see citing works
A stochastic optimization approach for dynamic adaptive scalable video streaming over NDN
Wu, X., Tan, X., Shao, Y., Ni, J., & Zhu, J. (2017) · Chinese Control Conference (CCC) · doi:10.23919/chicc.2017.8027705 · Cited by 2 · see citing works
A Green Video Control Plane with Fixed-Mobile Convergence and Cloud-RAN
Aparicio-Pardo, R., & Sassatelli, L. (2017) · International Teletraffic Congress · doi:10.23919/itc.2017.8064336 · Cited by 2 · see citing works
Nakagawa, R., Ohzahata, S., Yamamoto, R., & Kato, T. (2021) · IEICE Transactions on Information and Systems · doi:10.1587/transinf.2020edp7095 · Cited by 2 · see citing works
Learning-Based QoE Prediction and Optimization for Video Streaming
Yang, X., & Hu, H. (2021) · International Conference on Image, Vision and Computing (ICIVC) · doi:10.1109/icivc52351.2021.9526922 · Cited by 2 · see citing works
Analytical Modelling of Content Transfer in Information Centric Networks
Han, X., Wang, H., Hu, J. W., & Min, G. (2021) · IEEE International Conference on Computational Science and Engineering (CSE) · doi:10.1109/cse53436.2021.00019 · Cited by 2 · see citing works
Joint Upload-Download Transmission Scheme for Low-Latency Mobile Live Video Streaming
Liu, D., Tan, X., Liu, Y., Wang, S., Zheng, Q., & Shi, Q. (2023) · International Workshop on Quality of Service · doi:10.1109/iwqos57198.2023.10188793 · Cited by 1 · see citing works
A Congestion Avoidance for Adaptive Streaming over ICN Using Bitrate Feedback from In-Network Nodes
Nakagawa, R., Ohzahata, S., Yamamoto, R., & Tshihiko, K. (2019) · International Symposium on Computing and Networking Workshops (CANDARW) · doi:10.1109/candarw.2019.00014 · Cited by 1 · see citing works
Modeling Short-form Video Transfer in Information Centric Network
Xu, H., Wang, H., Hu, J. W., & Yu, Z. (2021) · International Conference on Ubiquitous Computing and Communications (IUCC) · doi:10.1109/iucc-cit-dsci-smartcns55181.2021.00046 · Cited by 1 · see citing works
Towards a scalable and programmable incremental deployment of ICN in the real world
Sardara, M. (2019) · doi:10.70675/db49e20ez5796z4249z8107ze4a0c7a4f90f · Cited by 1 · see citing works
Cache Aware Web-Based Dynamic Adaptive Streaming Algorithm in Information Centric Networks
Kim, G.-H. (2016) · Lecture notes in electrical engineering · doi:10.1007/978-981-10-3023-9_167
Technologies and Architectures for Future IP Television Services
Sassatelli, L., & Montpetit, M. (2018) · doi:10.1002/9781119397939.ch12
Ni, J., Tan, X., Shao, Y., Wu, X., & Zhu, J. (2017) · Chinese Control Conference (CCC) · doi:10.23919/chicc.2017.8028557
Wireless Network Emulation for Research on Information-Centric Networking
Moll, P., Theuermann, S., & Hellwagner, H. (2018) · ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation and Characterization (WiNTECH) · doi:10.1145/3267204.3267211
Self-citationDeep Learning Forwarding in NDN With a Case Study of Ethernet LAN
Ayadi, M. I., Maizate, A., Ouzzif, M., & Mahmoudi, C. (2020) · International Journal of Web-Based Learning and Teaching Technologies · doi:10.4018/ijwltt.2021010101
Selective Early Congestion Signaling for QoE Fairness in ICN Video Streaming
Nakagawa, R., Ohzahata, S., Yamamoto, R., & Yamai, N. (2025) · IEEE Access · doi:10.1109/access.2025.3644288
- Authors
- Rainer, B., Posch, D., & Hellwagner, H.
- Affiliations
- University of Klagenfurt (AT)
- Venue
- IEEE Journal on Selected Areas in Communications
- Published
- 2016-08
- Volume
- 34
- Issue
- 8
- Pages
- 2130-2140
- ISSN
- 0733-8716 (ISSN-L)
- OpenAlex
- W2418448952
- Cited by
- 62
- References
- 30
- Citations by year
- 2025: 1 · 2024: 2 · 2023: 1 · 2022: 7 · 2021: 9 · 2020: 10 · 2019: 10 · 2018: 11 · 2017: 9 · 2016: 2
- FWCI
- 10.06
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Journal on Selected Areas in Communications (publishedVersion)
- Funders
- Austrian Science Fund (FWF) through the CHIST-ERA Project CONCERT entitled “A Context-Adaptive Content Ecosystem Under Uncertainty” (I1402)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Caching and Content Delivery
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Traffic and Congestion Control
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Image and Video Quality Assessment
- Keywords
- Named Data Networking, information-centric networking, streaming media, multicommodity flow, network caching, caching policies, forwarding strategies, content distribution, MPEG-DASH, HLS
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
