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Data · dataset · 2025

Context-aware video streaming dataset with metrics from clients, servers, and network conditions

Listed in REDU - Unicamp Institutional Research Data Repository

This dataset captures detailed context metrics from users, servers, and network infrastructure during adaptive video streaming sessions in a simulated Edge-Cloud environment.

Description

Collected as part of a learning-based architecture prototype, it supports research in Quality of Experience (QoE) optimization, resource orchestration, and adaptive delivery strategies. The dataset includes user-side playback metrics, server resource usage, and network conditions, reflecting realistic scenarios with dynamic load and user movement.

Built upon HTTP Adaptive Streaming (HAS) using dash.js and enhanced by Content Steering Services (CSS) and machine learning-driven orchestration, the system enables dynamic container deployment at the edge to prevent SLO violations and sustain QoE. This dataset is obtained from the doctoral thesis for evaluating video streaming systems under varying network and service conditions.

Links

Where it is published

Catalogue records · 1

Topics

Inferred from text
Context learning 75% · Video 75%
Provenance · 1 source records, 9 field assertions
SourceKeyLast seenRaw
REDU - Unicamp Institutional Research Data Repositorydoi:10.25824/redu/HQXMWW9 d agoJSON v1
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concepts[field].anzsrc:field:461102enrichment · redu unicamp brtaxonomy-embedding@1.1.0title+keywords+description (75%)
concepts[field].dataverse_subject:computer-and-information-sciencesource · redu unicamp brconnector:redu_unicamp_br@1.0.0/subjects
concepts[modality].local:modality:videoenrichment · redu unicamp brkeyword-concept-rules@1.0.0title+description (75%)
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