Easybin: metagenomics binning services for non-specialists

dc.contributor.authorPiumini, M
dc.contributor.authorLiyanage, S
dc.contributor.authorBogahawaththa, T
dc.contributor.authorPerera, I
dc.contributor.authorMallawaarachchi, V
dc.contributor.editorAdhikariwatte, W
dc.contributor.editorRathnayake, M
dc.contributor.editorHemachandra, K
dc.date.accessioned2022-10-17T05:46:53Z
dc.date.available2022-10-17T05:46:53Z
dc.date.issued2021-07
dc.description.abstractMetagenomics 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.identifier.citationM. 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.conferenceMoratuwa Engineering Research Conference 2021en_US
dc.identifier.departmentEngineering Research Unit, University of Moratuwaen_US
dc.identifier.doi10.1109/MERCon52712.2021.9525708en_US
dc.identifier.facultyEngineeringen_US
dc.identifier.pgnospp. 687-692
dc.identifier.placeMoratuwa, Sri Lankaen_US
dc.identifier.proceedingProceedings of Moratuwa Engineering Research Conference 2021en_US
dc.identifier.urihttp://dl.lib.uom.lk/handle/123/19112
dc.identifier.year2021en_US
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.urihttps://ieeexplore.ieee.org/document/9525708en_US
dc.subjectMetagenomics binningen_US
dc.subjectWorkflow managementen_US
dc.subjectTool supporten_US
dc.subjectParallelismen_US
dc.subjectGPU accelerationen_US
dc.titleEasybin: metagenomics binning services for non-specialistsen_US
dc.typeConference-Full-texten_US

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