Abstract:
Adaptive video streaming is a major factor in today's Internet traffic explosion, and Information-Centric Networking (ICN) is expected to be a promising solution for addr...Show MoreMetadata
Abstract:
Adaptive video streaming is a major factor in today's Internet traffic explosion, and Information-Centric Networking (ICN) is expected to be a promising solution for addressing the tradeoff between traffic reduction and QoE optimization. However, it is also reported that throughput fluctuations by in-network cache, which is an inherent feature of ICN, might have negative influence on streaming users' video quality. In this paper, we propose a controller-assisted adaptive video streaming framework in Information-Centric Networking (ICN) for application-oriented service provisioning. In this framework, our cache pruning mechanism (CPM) provides stable throughput performance and achieve high QoE of streaming users by eliminating “harmful” cached chunks. To flexibly perform CPM, we developed a CCNx-1.0 compliant controller, and experimented the framework in a cloud-native ICN platform to prove stable video streaming quality as cloud/edge services. We revealed that our proposed framework can substantially improve throughput and achieve high QoE performance through the real-world performance evaluation.
Published in: IEEE INFOCOM 2023 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)
Date of Conference: 20-20 May 2023
Date Added to IEEE Xplore: 29 August 2023
ISBN Information:
ISSN Information:
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- IEEE Keywords
- Index Terms
- Adaptive Streaming ,
- Information-centric Networking ,
- Adaptive Video Streaming ,
- Quality Of Experience ,
- Adaptive Framework ,
- Video Quality ,
- Internet Traffic ,
- Throughput Performance ,
- Window Size ,
- Network Bandwidth ,
- Video Content ,
- Transport Layer ,
- Usage In Applications ,
- Application Layer ,
- Video Segments ,
- Transportation Technology ,
- Round-trip Time ,
- Real-world Implementation ,
- Consecutive Segments ,
- Microservices ,
- Cache Hit ,
- Content Caching ,
- Caching Scheme ,
- Open-source Software Platform
- Author Keywords
Keywords assist with retrieval of results and provide a means to discovering other relevant content. Learn more.
- IEEE Keywords
- Index Terms
- Adaptive Streaming ,
- Information-centric Networking ,
- Adaptive Video Streaming ,
- Quality Of Experience ,
- Adaptive Framework ,
- Video Quality ,
- Internet Traffic ,
- Throughput Performance ,
- Window Size ,
- Network Bandwidth ,
- Video Content ,
- Transport Layer ,
- Usage In Applications ,
- Application Layer ,
- Video Segments ,
- Transportation Technology ,
- Round-trip Time ,
- Real-world Implementation ,
- Consecutive Segments ,
- Microservices ,
- Cache Hit ,
- Content Caching ,
- Caching Scheme ,
- Open-source Software Platform
- Author Keywords