A Scalable Bioinformatics Analysis Platform based on Microservices Architecture

03/06/2022
by   Dulani Meedeniya, et al.
0

With the advancement of technologies, web services play a significant role to maintain infrastructure in healthcare domain due to the increasing demand of performance. In such systems, adoption of novel technologies is necessary to increase the productivity and reduce the burden of maintenance associated with legacy systems. Microservices architecture has become prominent in deploying server-side enterprise applications by allowing maintainable functionalities. However, it is challenging to utilize microservices in the domain of bioinformatics, although it enables independent process execution and maintenance. This paper introduces the utilization of microservices architecture to build an optimized platform for bioinformatics analyses. We present a hybrid architecture that consists of different hardware platforms to execute accelerated computational services, independently. The core communication is based on an Application Programming Interface (API) gateway. Furthermore, the paper presents the evaluation of results related to the performance of the proposed solution under varying biological sequences as inputs and algorithms.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
03/06/2022

Efficient Scheduling for Scalable Bioinformatics Analysis Platform with Microservices

With the advancement of biology and computer science, amount of bioinfor...
research
03/06/2022

Efficient Bioinformatics Computations through GPU Accelerated Web Services

Web services have become a common means of addressing distributed task e...
research
03/16/2019

Architecture for Integrating Learning Platforms Using Adapter

The advantage of the electronic and mobile learning platforms is the dis...
research
03/30/2020

MIP An AI Distributed Architectural Model to Introduce Cognitive computing capabilities in Cyber Physical Systems (CPS)

This paper introduces the MIP Platform architecture model, a novel AI-ba...
research
05/23/2023

A comparison between traditional and Serverless technologies in a microservices setting

Serverless technologies, also known as FaaS (Function as a Service), are...
research
11/07/2018

A Method for Ontology-based Architecture Reconstruction of Computing Platforms

Today's ubiquitous computing ecosystem involves various kinds of hardwar...
research
02/16/2022

Programmable Interface for Statistical Simulation Models (PRISM): Towards Greater Accessibility of Clinical and Healthcare Decision Models

Background: Increasingly, decision-making in healthcare relies on comput...

Please sign up or login with your details

Forgot password? Click here to reset