Dynamic adaptive streaming over popularity-driven caching in Information-Centric Networks
Abstract
The growing demand for video streaming is straining the current Internet, and mandating a novel approach to future Internet paradigms. The advent of Information-Centric Networks (ICN) promises a novel architecture for addressing this exponential growth in data-intensive services, of which video streaming is projected to dominate (in traffic size). In this paper, we present a novel strategy in ICNs for adaptive caching of variable video contents tailored to different sizes and bit rates. Our objective is to achieve optimal video caching to reduce access time for the maximal requested bit rate for every user. At its core, our approach capitalizes on a rigorous delay analysis and potentiates maximal serviceability for each user. We incorporate predictors for requested video objects based on a popularity index (Zipf distribution). In our proposed model, named DASCache, we present delay queuing analysis for cached objects, providing a cap on expected delay in accessing video content. In DASCache, we present a Binary Integer Programming (BIP) formulation for the cache assignment problem, which operates in rounds based on changes in content requests and popularity scores. DASCache reacts to changes in network dynamics that impact bit rate choices by heterogeneous users and enables users to stream videos, maximizing Quality of Experience (QoE). To evaluate the performance of DASCache, in contrast to current benchmarks in video caching, we present an elaborate performance evaluation carried out on ndnSIM, over NS-3.
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?
DASCache can also enable users to switch to videos with better resolution.
“DASCache can also enable users to switch to videos with better resolution.”
From QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey (2020) · cites this paper as [279]
Using DASCache, the best experience for users is achieved in varying network conditions by switching to videos with better resolution.
“Authors show that using DASCache, the best experience for users is achieved in varying network conditions by switching to videos with better resolution.”
From QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey (2020) · cites this paper as [279]
DASCache enables fast video streaming with high QoE over ICNs by minimizing the average access time per bit of video contents requested by the enduser.
“DASCache enables fast video streaming with high QoE over ICNs by minimizing the average access time per bit of video contents requested by the enduser.”
From QoE Management of Multimedia Streaming Services in Future Networks: A Tutorial and Survey (2020) · cites this paper as [279]
Cites
Bertsekas, D. P., & Gallager, R. G. (1987) · Cited by 5,581 · 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
Web caching and Zipf-like distributions: evidence and implications
Breslau, L., Cao, P., Fan, L., Phillips, G., & Shenker, S. J. (1999) · IEEE Conference on Computer Communications (INFOCOM) · doi:10.1109/infcom.1999.749260 · Cited by 3,485 · see citing works
Dynamic adaptive streaming over HTTP --
Stockhammer, T. (2011) · doi:10.1145/1943552.1943572 · Cited by 1,236 · see citing works
Jacobson, V. L., Smetters, D. K., Thornton, J. D., et al. (2011) · Communications of the ACM · doi:10.1145/2063176.2063204 · Cited by 476 · see citing works
Wang, B., Kurose, J., Shenoy, P. J., & Towsley, D. (2008) · ACM Transactions on Multimedia Computing Communications and Applications · doi:10.1145/1352012.1352020 · Cited by 186 · see citing works
Popularity-driven coordinated caching in named data networking
Li, J., Wu, H., Liu, B., et al. (2012) · ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS) · doi:10.1145/2396556.2396561 · Cited by 137 · see citing works
PopCache: Cache more or less based on content popularity for information-centric networking
Suksomboon, K., Tarnoi, S., Ji, Y., et al. (2013) · Conference on Local Computer Networks · doi:10.1109/lcn.2013.6761239 · Cited by 95 · see citing works
Evaluating CCN multi-path interest forwarding strategies
Rossini, G., & Rossi, D. (2013) · Computer Communications · doi:10.1016/j.comcom.2013.01.008 · Cited by 85 · see citing works
Adaptive scalable video streaming in wireless networks
Xiang, S., Cai, L., & Pan, J. (2012) · doi:10.1145/2155555.2155583 · Cited by 75 · 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
Flagged first, then by citations
Cited by
Sorted by citations
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
Multimedia streaming in information-centric networking: A survey and future perspectives
Faran Majeed, M., Hassan Ahmed, S., Muhammad, S., Song, H., & Rawat, D. B. (2017) · Computer Networks · doi:10.1016/j.comnet.2017.05.030 · Cited by 51 · see citing works
- Authors
- Li, W., Oteafy, S. M. A., & Hassanein, H. S.
- Affiliations
- Queen's University (CA)
- Venue
- 2015 IEEE International Conference on Communications (ICC)
- Publisher
- IEEE
- Published
- 2015-06
- Pages
- 5747-5752
- ISSN
- 1550-3607 (ISSN-L)
- OpenAlex
- W1564692306
- Cited by
- 18
- References
- 11
- Citations by year
- 2025: 1 · 2022: 1 · 2021: 1 · 2019: 3 · 2018: 2 · 2017: 6 · 2016: 4
- FWCI
- 2.98
- Type
- conference paper
- Language
- en
- Open access
- closed
- Locations
- International Conference on Communications (publishedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Networks and Communications › Caching and Content Delivery
- Physical Sciences › Computer Science › Computer Networks and Communications › Age of Information Optimization
- Physical Sciences › Computer Science › Computer Networks and Communications › Network Traffic and Congestion Control
- Keywords
- information-centric networking, video streaming, content popularity, Zipf distribution, delay analysis, 0-1 integer programming, quality of experience, ndnSIM
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
