En jämnförelse av prestanda och skalbarhet för grafgenerering i datavisualiserande Javascript-bibliotek : Ett jämnförande experiment på Chart.js, ApexCharts, Billboard, och ToastUI ; A comparision of performance and scalability of chart generation for Javascript data visualisation libraries : A comparative experiment on Chart.js, ApexCharts, Billboard, and ToastUI
Saved in:
| Title: | En jämnförelse av prestanda och skalbarhet för grafgenerering i datavisualiserande Javascript-bibliotek : Ett jämnförande experiment på Chart.js, ApexCharts, Billboard, och ToastUI ; A comparision of performance and scalability of chart generation for Javascript data visualisation libraries : A comparative experiment on Chart.js, ApexCharts, Billboard, and ToastUI |
|---|---|
| Authors: | Magnusson Millqvist, Hamlet, Bolin, Niklas |
| Publisher Information: | Högskolan i Skövde, Institutionen för informationsteknologi |
| Publication Year: | 2022 |
| Collection: | University of Skövde: Publications (DiVA) |
| Subject Terms: | JavaScript, data visualisation, performance, scalability, comparison, Information Systems, Systemvetenskap, informationssystem och informatik |
| Description: | On the web, data visualisation through charts and diagrams can help present data in a more readable way. This is often done through the usage of JavaScript libraries. We experimented with 5 JavaScript data visualisation libraries to determine their respective performances and how each one scaled with increased data size. Our results will hopefully provide help with the selection of said libraries. The results show a significant difference in response times between all libraries for mostdata sizes, with only a few exceptions. Different exponential growths were also identified for all libraries, and the performance often varied greatly depending on chart type. Response time is not the only variable in performance measurements. Future research could cover other aspects, like memory consumption and rendering requirements. There were also times when the libraries did not render at larger data sizes, despite showing no errors, and further investigation behind this should be done. |
| Document Type: | bachelor thesis |
| File Description: | application/pdf |
| Language: | Swedish |
| Availability: | http://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-21529 |
| Rights: | info:eu-repo/semantics/openAccess |
| Accession Number: | edsbas.FE43EB44 |
| Database: | BASE |
Nájsť tento článok vo Web of Science Be the first to leave a comment!