dc.contributor.author |
Piumini, M |
|
dc.contributor.author |
Liyanage, S |
|
dc.contributor.author |
Bogahawaththa, T |
|
dc.contributor.author |
Perera, I |
|
dc.contributor.author |
Mallawaarachchi, V |
|
dc.contributor.editor |
Adhikariwatte, W |
|
dc.contributor.editor |
Rathnayake, M |
|
dc.contributor.editor |
Hemachandra, K |
|
dc.date.accessioned |
2022-10-17T05:46:53Z |
|
dc.date.available |
2022-10-17T05:46:53Z |
|
dc.date.issued |
2021-07 |
|
dc.identifier.citation |
M. Piumini, S. Liyanage, T. Bogahawaththa, I. Perera and V. Mallawaarachchi, "EasyBin: Metagenomics Binning Services for Non-Specialists," 2021 Moratuwa Engineering Research Conference (MERCon), 2021, pp. 687-692, doi: 10.1109/MERCon52712.2021.9525708. |
en_US |
dc.identifier.uri |
http://dl.lib.uom.lk/handle/123/19112 |
|
dc.description.abstract |
Metagenomics is considered as one of the emerging areas in the field of bioinformatics. Binning is a key step carried out to characterise the composition of metagenomics samples. Even though there are many automated metagenomics binning tools, it is challenging to execute tools individually because a significant amount of time should be spent on installing, configuring and maintaining individual tools. Hence, unified web platforms that consist of multiple binning tools along with other complementary tools have been developed that are straightforward to use. However, none of these existing platforms provide a customisable and transparent workflow management system. Hence, we introduce EasyBin, a workflow management system for non-specialists which can model, execute, and monitor a metagenomics binning process with parallel process execution. Evaluation results show that EasyBin reports a mean SUS Score of 77.9 and gains a speedup ofx1.46 in workflow execution with parallel processing. EasyBin is open-source software available at https://bitbucket.org/easybin/easybin. |
en_US |
dc.language.iso |
en |
en_US |
dc.publisher |
IEEE |
en_US |
dc.relation.uri |
https://ieeexplore.ieee.org/document/9525708 |
en_US |
dc.subject |
Metagenomics binning |
en_US |
dc.subject |
Workflow management |
en_US |
dc.subject |
Tool support |
en_US |
dc.subject |
Parallelism |
en_US |
dc.subject |
GPU acceleration |
en_US |
dc.title |
Easybin: metagenomics binning services for non-specialists |
en_US |
dc.type |
Conference-Full-text |
en_US |
dc.identifier.faculty |
Engineering |
en_US |
dc.identifier.department |
Engineering Research Unit, University of Moratuwa |
en_US |
dc.identifier.year |
2021 |
en_US |
dc.identifier.conference |
Moratuwa Engineering Research Conference 2021 |
en_US |
dc.identifier.place |
Moratuwa, Sri Lanka |
en_US |
dc.identifier.pgnos |
pp. 687-692 |
|
dc.identifier.proceeding |
Proceedings of Moratuwa Engineering Research Conference 2021 |
en_US |
dc.identifier.doi |
10.1109/MERCon52712.2021.9525708 |
en_US |