Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: GroupCast: Preference-Aware Cooperative Video Streaming with Scalable
  Video Coding   In this paper, we propose a preference-aware cooperative video streaming
system for videos encoded using Scalable Video Coding (SVC) where all the
collaborating users are interested in watching a video together on a shared
screen. However, each user's willingness to cooperate is subject to her own
constraints such as user data plans and/or energy consumption. Using SVC, each
layer of every chunk can be fetched through any of the cooperating users. We
formulate the problem of finding the optimal quality decisions and fetching
policy of the SVC layers of video chunks subject to the available bandwidth,
chunk deadlines, and cooperation willingness of the different users as an
optimization problem. The objective is to optimize a QoE metric that maintains
a trade-off between maximizing the playback rate of every chunk while ensuring
fairness among all chunks for the minimum skip/stall duration without violating
any of the imposed constraints. We propose an offline algorithm to solve the
non-convex optimization problem when the bandwidth prediction is non-causally
known. This algorithm has a run-time complexity that is polynomial in the video
length and the number of cooperating users. Furthermore, we propose an online
version of the algorithm for more practical scenarios where erroneous bandwidth
prediction for a short window is used. Real implementation with android devices
using SVC encoded video on public bandwidth traces' dataset reveals the
robustness and performance of the proposed algorithm and shows that the
algorithm significantly outperforms round robin based mechanisms in terms of
avoiding skips/stalls and fetching video chunks at their highest quality
possible.

14
The categories of this paper are: math-ph
17
The categories of this paper are: q-fin
26
The categories of this paper are: bayes-an
9
The categories of this paper are: nlin
6
The categories of this paper are: astro-ph
34
The categories of this paper are: chem-ph
3
The categories of this paper are: physics
31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
22
The categories of this paper are: chao-dyn
0
The categories of this paper are: hep-ph
5
The categories of this paper are: gr-qc
33
The categories of this paper are: plasm-ph
19
The categories of this paper are: eess
7
The categories of this paper are: hep-th
12
The categories of this paper are: nucl-th