• DocumentCode
    1665923
  • Title

    Design and Implementation of Network Transfer Protocol for Big Genomic Data

  • Author

    Aledhari, Mohammed ; Saeed, Fahad

  • Author_Institution
    Dept. of Comput. Sci., Western Michigan Univ., Kalamazoo, MI, USA
  • fYear
    2015
  • Firstpage
    281
  • Lastpage
    288
  • Abstract
    Genomic data is growing exponentially due to next generation sequencing technologies (NGS) and their ability to produce massive amounts of data in a short time. NGS technologies generate big genomic data that needs to be exchanged between different locations efficiently and reliably. The current network transfer protocols rely on Transmission Control Protocol (TCP) or User Data gram Protocol (UDP) protocols, ignoring data size and type. Universal application layer protocols such as HTTP are designed for wide variety of data types and are not particularly efficient for genomic data. Therefore, we present a new data-aware transfer protocol for genomic-data that increases network throughput and reduces latency, called Genomic Text Transfer Protocol (GTTP). In this paper, we design and implement a new network transfer protocol for big genomic DNA dataset that relies on the Hypertext Transfer Protocol (HTTP). Modification to content-encoding of HTTP has been done that would transfer big genomic DNA datasets using machine-to-machine (M2M) and client(s)-server topologies. Our results show that our modification to HTTP reduces the transmitted data by 75% of original data and still be able to regenerate the data at the client side for bioinformatics analysis. Consequently, the transfer of data using GTTP is shown to be much faster (about 8 times faster than HTTP) when compared with regular HTTP.
  • Keywords
    Big Data; DNA; bioinformatics; client-server systems; genomics; transport protocols; GTTP; HTTP; M2M topologies; NGS; TCP; UDP; big genomic DNA dataset; bioinformatics analysis; client-server topologies; data-aware transfer protocol; genomic text transfer protocol; hypertext transfer protocol; machine-to-machine topologies; network transfer protocol; next generation sequencing technologies; transmission control protocol; universal application layer protocols; user datagram protocol; Bioinformatics; Biological cells; DNA; Encoding; Genomics; Protocols; Servers;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Big Data (BigData Congress), 2015 IEEE International Congress on
  • Conference_Location
    New York, NY
  • Print_ISBN
    978-1-4673-7277-0
  • Type

    conf

  • DOI
    10.1109/BigDataCongress.2015.47
  • Filename
    7207231