Cooperative learning for end-to-end delay modeling in multi-domain networks [Dataset]

Cita com:
hdl:2117/333712
Chair / Department / Institute
Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors
Document typeDataset
Defense date2020
PublisherUniversitat Politècnica de Catalunya
Version1
Rights accessOpen Access
Except where otherwise noted, content on this work
is licensed under a Creative Commons license
:
Attribution-NonCommercial-NoDerivs 3.0 Spain
Description
This dataset has been used to generate part of the results included in the manuscript: "Cooperative Learning for End-to-End Delay Modeling in Multi-Domain Networks", submitted to IEEE Transactions on Network and Service Management (TNSM) at the time of publication of this dataset.
The dataset contains synthetic end-to-end (e2e) delay and traffic measurements for multidomain paths established in a network consisting in three domains. Paths traverse either two or three domains. Besides e2e monitoring data, routing information of the paths and the models used to compute the delay introduced for each domain (i.e. intra-domain delay components of total e2e delay) are provided.
Traffic and delay data were synthetically generated according to the CURSA-SQ methodology. For further details about it, please refer to the following reports: "The Logistic Queue Model", Tech. Rep. UPC-DAC-RR-GEN-2020-1 (Available online: https://people.ac.upc.edu/lvelasco/docs/research/UPC-DAC-RR-GEN-2020-1.pdf) and "Validation of the CURSA-SQ Methodology", Tech. Rep. UPC-DAC-RR-GEN-2020-2 (Available online: https://people.ac.upc.edu/lvelasco/docs/research/UPC-DAC-RR-GEN-2020-2.pdf)
CitationRuiz Ramírez, M.; Velasco Esteban, L. (2020). Cooperative learning for end-to-end delay modeling in multi-domain networks [Dataset]. 1 v. Universitat Politècnica de Catalunya. https://doi.org/10.5821/data-2117-333712-1
Files | Description | Size | Format | View |
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readme_e2eMonitoringDataForCooperativeLearning.txt | readme file | 2,903Kb | Text file | View/Open |
D1_model.json | Intra-domain delay models | 6,723Mb | application/json | View/Open |
D2_model.json | Intra-domain delay models | 6,719Mb | application/json | View/Open |
D3_model.json | Intra-domain delay models | 6,914Mb | application/json | View/Open |
e2e_delay.csv | 1,452Mb | Unknown | View/Open | |
e2e_traffic.csv | 2,704Mb | Unknown | View/Open | |
LSPDB.json | List of paths | 71,59Kb | application/json | View/Open |
topology.pdf | Graph | 265,3Kb | View/Open |