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- research-articleJuly 2021
Data diet pills: in-network video quality control system for traffic usage reduction
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 9–16https://doi.org/10.1145/3458306.3462255Traffic reduction for bandwidth-hungry video streaming services, such as YouTube, benefits not only subscribers struggling to avoid going over their contracted data limit, but also service providers when the number of people who use video streaming ...
- research-articleJuly 2021
CrowdSR: enabling high-quality video ingest in crowdsourced livecast via super-resolution
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 90–97https://doi.org/10.1145/3458306.3462170The prevalence of personal devices motivates the rapid development of crowdsourced livecast in recent years. However, there exists huge diversity of upstream bandwidth among amateur broadcasters. Moreover, the highest video quality that can be streamed ...
Common media client data (CMCD): initial findings
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 25–33https://doi.org/10.1145/3458306.3461444In September 2020, the Consumer Technology Association (CTA) published the CTA-5004: Common Media Client Data (CMCD) specification. Using this specification, a media client can convey certain information to the content delivery network servers with ...
Viewport-aware dynamic 360° video segment categorization
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 114–121https://doi.org/10.1145/3458306.3461000Unlike conventional videos, 360° videos give freedom to users to turn their heads, watch and interact with the content owing to its immersive spherical environment. Although these movements are arbitrary, similarities can be observed between viewport ...
- research-articleJuly 2021Best Paper
Wifi-VLC dual connectivity streaming system for 6DOF multi-user virtual reality
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 106–113https://doi.org/10.1145/3458306.3460999We investigate a future WiFi-VLC dual connectivity streaming system for 6DOF multi-user virtual reality that enables reliable high-fidelity remote scene immersion. The system integrates an edge server that uses scalable 360° tiling to adaptively split ...
- research-articleJuly 2021
ES-HAS: an edge- and SDN-assisted framework for HTTP adaptive video streaming
- Reza Farahani,
- Farzad Tashtarian,
- Alireza Erfanian,
- Christian Timmerer,
- Mohammad Ghanbari,
- Hermann Hellwagner
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 50–57https://doi.org/10.1145/3458306.3460997Recently, HTTP Adaptive Streaming (HAS) has become the dominant video delivery technology over the Internet. In HAS, clients have full control over the media streaming and adaptation processes. Lack of coordination among the clients and lack of ...
- research-articleJuly 2021
Multi-resolution quality-based video coding system for DASH scenarios
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 42–49https://doi.org/10.1145/3458306.3460996Today, more than 85% of Internet traffic has a multimedia component. Video streaming occupies a large part of this percentage mainly because this type of content is provided by the most used applications on the Internet (e.g. Twitch, TikTok, Disney+, ...
- research-articleJuly 2021
PAAS: a preference-aware deep reinforcement learning approach for 360° video streaming
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 34–41https://doi.org/10.1145/3458306.3460995Conventional tile-based 360° video streaming methods, including deep reinforcement learning (DRL) based, ignore the interactive nature of 360° video streaming and download tiles following fixed sequential orders, thus failing to respond to the user's ...
- research-articleJuly 2021
Vibra: neural adaptive streaming of VBR-encoded videos
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 1–8https://doi.org/10.1145/3458306.3460993Variable Bitrate (VBR) video encoding can provide much high quality-to-bits ratio compared to the widely adopted Constant Bitrate (CBR) encoding, and thus receives significant attentions by content providers in recent years. However, it is challenging ...
- research-articleJuly 2021
Dynamic 3D point cloud streaming: distortion and concealment
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 98–105https://doi.org/10.1145/3458306.3458876We present a study on the impact of packet loss on dynamic 3D point cloud streaming, encoded with MPEG Video-based Point Cloud Compression (V-PCC) standard. We show the distortion when different channels of V-PCC bitstream are lost, with the loss of ...
- research-articleJuly 2021
Understanding quality of experience of heuristic-based HTTP adaptive bitrate algorithms
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 82–89https://doi.org/10.1145/3458306.3458875Adaptive bitrate (ABR) algorithms play a crucial role in delivering the highest possible viewer's Quality of Experience (QoE) in HTTP Adaptive Streaming (HAS). Online video streaming service providers use HAS - the dominant video streaming technique on ...
- research-articleJuly 2021
Higher quality live streaming under lower uplink bandwidth: an approach of super-resolution based video coding
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 74–81https://doi.org/10.1145/3458306.3458874With the growing popularity of live streaming, high video quality and low latency with limited uplink bandwidth have become a significant challenge. In this study, we propose Live Super-Resolution Based Video Coding (LiveSRVC), a novel video uploading ...
- research-articleJuly 2021
Deep reinforced bitrate ladders for adaptive video streaming
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 66–73https://doi.org/10.1145/3458306.3458873In the typical transcoding pipeline for adaptive video streaming, raw videos are pre-chunked and pre-encoded according to a set of resolution-bitrate or resolution-quality pairs on the server-side, where the pair is often named as bitrate ladder. ...
- research-articleJuly 2021
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and VideoJuly 2021, Pages 17–24https://doi.org/10.1145/3458306.3458872In this paper, we propose BayesMPC, an uncertainty-aware robust adaptive bitrate (ABR) algorithm on the basis of Bayesian neural network (BNN) and model predictive control (MPC). Specifically, to improve the capacity of learning transition probability ...
- proceedingJuly 2021
NOSSDAV '21: Proceedings of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video
We are delighted to present the technical program of the 31st ACM Workshop on Network and Operating Systems Support for Digital Audio and Video (NOSSDAV'21). Despite the continuing COVID-19 pandemic, this year we have received 52 paper submissions ...