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
- Dataverse dataset page redu.unicamp.br/dataset.xhtml?persistentId=doi%3A10.25824%2Fredu%2FHQXMWW ↗
landing page · from redu unicamp br
- DOI doi.org/10.25824/redu/hqxmww ↗
DOI / persistent id · from redu unicamp br
Catalogue records · 1
- Dataverse API redu.unicamp.br/api/datasets/:persistentId/?persistentId=doi%3A10.25824%2Fredu… ↗
metadata API · from redu unicamp br
Topics
- Stated by source
- Computer and Information Science
- Inferred from text
- Context learning 75% · Video 75%
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| REDU - Unicamp Institutional Research Data Repository | doi:10.25824/redu/HQXMWW | 9 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| concepts[field].anzsrc:field:461102 | enrichment · redu unicamp br | taxonomy-embedding@1.1.0 | title+keywords+description (75%) |
| concepts[field].dataverse_subject:computer-and-information-science | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /subjects |
| concepts[modality].local:modality:video | enrichment · redu unicamp br | keyword-concept-rules@1.0.0 | title+description (75%) |
| created_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| description | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /description |
| publication_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| title | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | /name |
| updated_date | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 | |
| version_label | source · redu unicamp br | connector:redu_unicamp_br@1.0.0 |