cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15760415
title: Empirical Analysis of WireGuard vs OpenVPN in Cloud and Virtualised Environments

description: VPN TESTING

This release introduces the VPN testing automation tool (VPN_TEST) and the script used for visualisation (VPN_VISUALISE) during our experiment. We also place alongside the results we got from our experiment.

The key features and capabilities our tools include:

Features

    Automated VPN Performance Testing:        Python measures throughput (TCP/UDP) using iperf3.        Captures latency using ping tests.        Monitors CPU and memory usage during tests.

    Network Simulation        Python simulates high-latency and packet-loss conditions using tc.

    Data Analysis & Visualization:        R generates detailed bar plots comparing WireGuard and OpenVPN performance metrics.        Visualizations include throughput, latency, CPU usage, and memory usage.

Improvements

    Provides repeatable and consistent test setups with configurable parameters.    Ensures more detailed result saving for deeper analysis.

Usage

    Run the tests for WireGuard and OpenVPN protocols and visualise performance comparisons    Ideal for benchmarking VPN protocols under varying network conditions.
DOI: 10.5281/zenodo.15760416
title: Empirical Analysis of WireGuard vs OpenVPN in Cloud and Virtualised Environments

description: VPN TESTING

This release introduces the VPN testing automation tool (VPN_TEST) and the script used for visualisation (VPN_VISUALISE) during our experiment. We also place alongside the results we got from our experiment.

The key features and capabilities our tools include:

Features

    Automated VPN Performance Testing:        Python measures throughput (TCP/UDP) using iperf3.        Captures latency using ping tests.        Monitors CPU and memory usage during tests.

    Network Simulation        Python simulates high-latency and packet-loss conditions using tc.

    Data Analysis & Visualization:        R generates detailed bar plots comparing WireGuard and OpenVPN performance metrics.        Visualizations include throughput, latency, CPU usage, and memory usage.

Improvements

    Provides repeatable and consistent test setups with configurable parameters.    Ensures more detailed result saving for deeper analysis.

Usage

    Run the tests for WireGuard and OpenVPN protocols and visualise performance comparisons    Ideal for benchmarking VPN protocols under varying network conditions.
DOI: 10.15468/dl.tjrgp6
title: Occurrence Download

description: A dataset containing 4210 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erithacus rubecula (Linnaeus, 1758)",
 "Year 1910-1956"
 ]
}

 The dataset includes 4210 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073126-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.2315onhf
title: Baelo Claudia - 1969 - Rapport de fouilles

description: Rapport de fouilles/Informe de excavación
DOI: 10.15468/dl.5pw2tc
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN",
 "TaxonKey is Lithobates catesbeianus (Shaw, 1802)"
 ]
}

 The dataset includes 149 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073130-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm85ne
title: Occurrence Download

description: A dataset listing the 928970 species recorded in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is false",
 "Year 1912-1958"
 ]
}

 The dataset's 928970 records were derived from 5626 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0073129-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bpwv7v
title: Occurrence Download

description: A dataset containing 5442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Juniperus oxycedrus subsp. oxycedrus, Juniperus phoenicea L., Juniperus phoenicea subsp. phoenicea, Juniperus phoenicea subsp. turbinata (Guss.) Nyman, Juniperus pseudosabina Fisch. & C.A.Mey., Juniperus sabina L., Juniperus semiglobosa Regel, Juniperus excelsa subsp. polycarpos (K.Koch) Takht., Juniperus thurifera L., Juniperus virginiana L.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 5442 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069820-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4gmk2
title: Occurrence Download

description: A dataset containing 2671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psilopogon flavifrons (Cuvier, 1816)"
 ]
}

 The dataset includes 2671 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119025-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euyyjb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iris qinghainica Y.T.Zhao"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021372-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rdrsq
title: Occurrence Download

description: A dataset containing 74871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-77.56787 7.69263,-76.70654 7.69263,-76.70654 8.69458,-77.56787 8.69458,-77.56787 7.69263))"
 ]
}

 The dataset includes 74871 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133209-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.huv38b
title: Occurrence Download

description: A dataset containing 4606 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Macleaya cordata (Willd.) R.Br."
 ]
}

 The dataset includes 4606 records from 243 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055435-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9nqfbh
title: Occurrence Download

description: A dataset containing 112956 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Fossil",
 "BasisOfRecord is Living Specimen"
 ]
 },
 "Country is Colombia",
 {
 "or" : [
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "PublishingOrg is 2a7e3080-28a9-11dd-97cd-b8a03c50a862",
 "PublishingOrg is dc282b9d-8f3b-4197-b174-ba5272721a6f",
 "PublishingOrg is ab13adb9-ce23-444d-87c9-ce41f03ef2b3",
 "PublishingOrg is 1f00d75c-f6fc-4224-a595-975e82d7689c",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "PublishingOrg is 85be57ed-f187-49c9-b7ff-eaa622e06217",
 "PublishingOrg is 04ce62dd-30ec-4d98-8b30-b09cafc3ac38",
 "PublishingOrg is a2f1c6f5-88de-4fc5-891a-336259f32f4e",
 "PublishingOrg is 2627e955-93f5-4206-bac5-a1e3bd91ee37"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Psittaciformes",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 112956 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008974-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvfbvn
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropsophus timbeba (Martins & Cardoso, 1987)"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002175-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srzkh7
title: Occurrence Download

description: A dataset containing 16663 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arabis ciliata Clairv."
 ]
}

 The dataset includes 16663 records from 211 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013123-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dexn6s
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasymutilla gloriosa (Saussure, 1868)"
 ]
}

 The dataset includes 333 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009013-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pnbyr6
title: Occurrence Download

description: A dataset containing 78 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphanactis jamesoniana Wedd."
 ]
}

 The dataset includes 78 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0128316-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a53xu5
title: Occurrence Download

description: A dataset containing 461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Jurinea roegneri K.Koch, Jurinea salicifolia Gruner, Jurinea stoechadifolia (M.Bieb.) DC., Jurinea transsylvanica (Spreng.) Simonk., Jurinea tzar-ferdinandii Davidov, Justicia adhatoda L., Kalidium caspicum (L.) Ung.-Sternb., Kalmia angustifolia L., Kalopanax septemlobus subsp. septemlobus, Kemulariella caucasica (Willd.) Tamamsch.)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 461 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069825-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1fafac
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "TaxonKey is Strychnos soubrensis Hutch. & Dalziel"
 ]
}

 The dataset includes 13 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002883-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymvw9a
title: Occurrence Download

description: A dataset containing 3036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Belostomatidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 3036 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133231-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nfju9r
title: Occurrence Download

description: A dataset containing 7547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kosteletzkya pentacarpos (L.) Ledeb., Krascheninnikovia ceratoides (L.) Gueldenst., Krubera peregrina (L.) Hoffm., Kundmannia sicula (L.) DC., Laburnum ×watereri (A.C.Rosenthal & Bermann) Dippel, Laburnum alpinum (Mill.) Bercht. & J.Presl, Laburnum anagyroides Medik., Lactuca acanthifolia (Willd.) Boiss., Lactuca alpestris (Gand.) Rech.fil., Lactuca alpina Benth. & Hook.f., 1873)",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "DatasetKey is one of (Pl@ntNet automatically identified occurrences, Pl@ntNet observations, iNaturalist Research-grade Observations, Observation.org, Nature data from around the World, naturgucker, Artportalen (Swedish Species Observation System), Norwegian Species Observation Service, Programme d'observation naturaliste participative avec l'application mobile INPN Espèces - Application INPN Espèces: Observations naturalistes, participatives et opportunistes, fondées sur des photographies, Species recordings from the Danish National portal Arter.dk, Lajitietokeskus/FinBIF - Notebook, general observations, Vascular plant records verified via iRecord, iRecord Surveys)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 500",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 7547 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069842-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5cuhh
title: Occurrence Download

description: A dataset containing 5365 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anoura geoffroyi Gray, 1838"
 ]
}

 The dataset includes 5365 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004898-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zgeztf
title: Occurrence Download

description: A dataset containing 3036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Belostomatidae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than 2000"
 ]
}

 The dataset includes 3036 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0133234-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w3372y
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alchemilla amphibola Buser",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 41 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0069844-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lh0cpu
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gluta travancorica Bedd."
 ]
}

 The dataset includes 17 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021165-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agww9j
title: Occurrence Download

description: A dataset containing 450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((15.57996 56.18095,15.57885 56.17884,15.5781 56.1746,15.57812 56.17185,15.58222 56.17002,15.58468 56.17053,15.58579 56.17459,15.58373 56.17894,15.58497 56.18175,15.58543 56.18352,15.58386 56.18475,15.58264 56.184,15.57996 56.18095))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 450 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0261789-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.btash9
title: Occurrence Download

description: A dataset containing 387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anacolosa frutescens (Blume) Blume"
 ]
}

 The dataset includes 387 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009516-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pvmeen
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Combretum decandrum Jacq."
 ]
}

 The dataset includes 446 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021167-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5r2p3b
title: Occurrence Download

description: A dataset listing the 8 species recorded in GBIF matching the query:
{
 "and" : [
 "Depth 0.0-2125.0m",
 "Geometry POLYGON((-8.92172 37.91656,-9.07114 36.9234,-8.64926 37.02887,-8.71381 37.94376,-8.92172 37.91656))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Actinopterygii",
 "Year 2010-2020"
 ]
}

 The dataset's 8 records were derived from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092335-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xd3qc
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Senecio grandifolius Less."
 ]
}

 The dataset includes 128 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042812-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kvu9b
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fimbristylis tenuicula Boeckeler"
 ]
}

 The dataset includes 11 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001426-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ro1dqk
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Holigarna grahamii (Wight) Kurz"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021179-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m6b67
title: Occurrence Download

description: A dataset containing 604 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "GadmGid is JPN.2_1",
 "GadmGid is JPN.3_1",
 "GadmGid is JPN.45_1",
 "GadmGid is JPN.29_1",
 "GadmGid is JPN.43_1",
 "GadmGid is JPN.15_1",
 "GadmGid is JPN.6_1",
 "GadmGid is JPN.22_1",
 "GadmGid is JPN.42_1",
 "GadmGid is JPN.37_1"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Poaceae",
 "Year 1995-1995"
 ]
}

 The dataset includes 604 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0119034-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.