Abstract
Although
monolithic applications have served the healthcare industry for long, their
efficacy to continue supporting operations in the modern dynamic healthcare
industry is dwindling. The modern healthcare industry is quickly evolving and
there is a need for applications that not only evolve with the industry but
also empower the evolution. Microservices architecture is emerging as an ideal
model for developing agile and scalable applications. This writing discusses
why monolithic applications are unsuitable for healthcare facilities and how
microservices applications are perfect for healthcare providers.
Keywords:
microservices architecture, monolithic applications, healthcare, technology,
scalability.
1.Introduction
Like
other businesses, healthcare providers depend on software applications to
streamline their operations, enhance productivity and boost the quality of
their service delivery. The efficacy of applications to deliver these functions
depends on their flexibility, scalability and maintainability. Applications
with these attributes can evolve with changing user needs and can be easily
configured to align with businesses' immediate needs. An application's ability
to be scalable and agile depends on the development approach used. This writing
discusses traditional software development approaches and why microservices
architecture is ideal for healthcare applications.
2.Traditional
software development
Traditional
software development methods, commonly called monolithic architecture, are
development approaches where applications are developed as a unified unit that
is self-contained and independent from other applications. IBM defines the
architecture as one where a single codebase executes multiple business
functions1. In monolithic
architecture, each component and related modules must be present and functional
for the entire code to be compiled and for the application to run. This implies
a slight error in one application component renders the whole application
dysfunctional.
Although
monolithic architecture is a straightforward application development approach,
it is synonymous with various weaknesses that make it unsuitable for
application development. These issues include;
·Slow time to market: A monolithic
application must be developed to completion before being released to the
market. Besides, since it's a large application, it can be too complex to
create. Complexity coupled with the need to develop an entire application can
prevent an organization from quickly launching its applications.
·Reduced scalability: Monolithic
architectures are extremely poor at handling scalability. A minor change to a
single function will require disintegrating and rebuilding the entire
application. This is not only laborious but also time-consuming.
·Poor reliability: A minor error in one
module can bring down the entire application.
·The barrier to new technology:
Integrating new technologies into monolithic applications can be expensive and
time-consuming. The process requires retooling an entire application.
·Limited flexibility: It is inflexible due
to the time and resources required to make changes to an application.
·Deployment hurdles: Any minor change to a monolithic application requires redeployment of the entire application.
3.Limitations
of monolithic applications in healthcare
The
healthcare sector is amongst the rapidly evolving industries. To remain at par
with changing patient expectations, healthcare providers are assimilating
technologies that support personalized care and advanced diagnosis and
treatments. Such technologies include telemedicine, artificial intelligence and
modern EHR systems. The core features of these technologies that render
monolithic architecture unsuitable are;
Scalable
and flexible: Scalability and flexibility are key attributes of
healthcare applications. To meet the ever-growing demand for health care,
healthcare applications must scale up flexibly. As aforementioned, monolithic
architecture does not support expedient software scalability and flexibility2.
Interoperable: Healthcare
applications operate in a dynamic environment where data is sourced and shared
with other systems. Monolithic applications do not allow easy connection of
applications to other systems, limiting interoperability of applications.
High
data safety: Healthcare applications hold patients' sensitive
information. It is essential that this data is kept from being accessed by
unauthorized persons. Besides, they must comply with HIPPA and other data
privacy regulations. Monolithic applications are poor at safely transmitting
patient data, making them unsuitable for health applications.
Traditional
software development architectures are not well suited for healthcare
applications. Monolithic applications are unscalable, inflexible and less
interoperable with scrawny data security mechanisms. Microservices is an
emerging architecture that bridges the weaknesses of monolithic architecture.
The model guarantees the production of agile, scalable, secure and reliable
applications, making it ideal for healthcare applications.
4.Microservices
architecture
Microservices
architecture is a cloud-native model where applications are composed of
multiple loosely coupled smaller components or services. Although the services
are interconnected to accomplish a specific feature, each service is self-reliant
and can be deployed independently3.
Major development processes occur at the service level - updating, testing,
deployment and scaling occur at the service level. Some of the key benefits of
the model include;
Flexible
Scaling:
To add a new capability or function to an application, all that is needed is
connecting a new service to existing services. Alternatively, modifications can
be implemented in relevant modules to scale functions. The ability to alter
specific parts of an application without affecting the entire application
reduces scaling complexity and resources.
Continuous
deployment:
No need to develop a complete application before launching it. Basic
applications with core features can be deployed in the working environment as
fast as possible and the remaining features implemented incrementally.
Highly
maintainable: Teams can experiment with new features and roll back
quickly if they do not work as expected. Besides, it is easy to isolate system
errors and debug them.
Technology
flexibility: Teams can conveniently get rid of old technology and
replace it with modern technology.
Highly
reliable:
Failure in one module does not affect the rest of the application. Users can
continue using an application even when other services are down.
Comparison
between monolithic architecture and microservices architecture
|
Monolithic Architecture |
Microservices architecture |
|
Limited scalability |
Highly scalable |
|
Limited flexibility |
Very flexible |
|
Not open to new technologies |
Very accommodative of new technologies |
|
Maintenance hurdles |
Very maintainable |
|
Poor fault tolerance |
Very reliable |
|
Slow to market |
Fast to market |
|
Poor interoperability |
Supports
interoperability |
5.Why
microservices for healthcare
Microservices
architecture is well suited to the needs of healthcare applications in various
ways. The model is tailored to handle the dynamic nature of the healthcare
sector - it can support rapid evolution of healthcare applications. The model
is also accustomed to support development of complex healthcare applications.
Here are some of the reasons microservices architecture is ideal for
development of healthcare applications.
Highly
scalable:
Demand for health care services is constantly shifting. Besides, healthcare
applications continually need upgrades to support new features and
capabilities. Microservices architecture supports the development of highly
scalable applications. New features can be incorporated easily and capabilities
such as larger storage space or bandwidth can be attained by simply allocating
more resources to the application. Vishal Ghariwala, senior director and CTO
for the Asia Pacific region at SUSE, asserts that “Unlike traditional
monolithic systems, microservices allow organizations to introduce new features
or modify existing capabilities without disrupting the entire application”4.
Interoperable:
Applications developed via microservices architecture can be quickly connected
to other healthcare systems for data sharing. IT teams can conveniently create
or remove data transfer connections between applications as needed.
Technology
flexibility: Technologies such as telehealth, telemedicine and AI are
still evolving. Healthcare applications developed via microservices
architecture can be easily reconfigured to accommodate new versions of these
technologies.
Agile
development: Microservices architecture provides an ideal environment
for developers to conveniently modify applications according to changing
requirements and technologies. The architecture allows modification to
particular functions without affecting the entire application. This
adaptability is vital for responding to changing dynamics in the healthcare
sector.
Fast
development: Some healthcare applications or functions should be
implemented quickly and deployed to benefit patients. Microservices
architecture permits incremental development of applications - most basic
functions can be developed and deployed and other features implemented later.
Reliable
applications: Healthcare applications should always be up. Downtimes
can have severe consequences on patient outcomes. Applications built via
microservices architecture are fault tolerant. Failure in some components does
not affect operations in other modules.
Data
safety:
Microservices architecture guarantees the development of secure applications
compliant with data privacy regulations.
6.Issues
to consider when using microservices applications
Although
microservices architecture is ideal for developing healthcare applications, the
model is not a silver bullet. Its downsides must be considered and addressed to
attain the maximum benefits of the model. These issues are;
Deployment
complexity: Although the model breaks down applications into simple
services that can be easily implemented, it introduces management complexity.
Each service requires independent monitoring, fault handling and version
control. This can be challenging for healthcare facilities with limited IT
infrastructure. Healthcare organizations should train or hire skilled IT staff
before deploying sophisticated microservices applications.
Data
inconsistency: Ensuring data consistency across microservices can be
challenging. This is particularly true for applications that handle real-time
data. For applications where accurate data exchange is critical, microservices
should be designed to update and draw data from a shared repository.
7.Conclusion
Monolithic applications are poor at keeping up with the dynamic nature of the healthcare sector. These applications are not scalable, lack flexibility and are difficult to maintain. Microservices architecture addresses these weaknesses. The architecture permits the construction of highly scalable, easily maintainable, reliable and flexible applications. These features make microservices applications ideal for the ever-evolving healthcare landscape. However, as healthcare organizations assimilate microservices architecture, they must invest in necessary IT infrastructure to support the applications and use system designs that facilitate consistent data flow in microservices.
8.References