Performance Engineering: Why is it Important in Cloud Computing

Performance Engineering: Why is it Important in Cloud Computing
Photo by ThisisEngineering RAEng on Unsplash

Unlike what some folks will have, you know, performance engineering constitutes a critical part of both hardware as well as software. However, before we can delve into that topic any further, allow us to first quickly walk you through precisely what performance engineering is — it will help clear up any doubts. You see, it is just a method, a technique, if you will, that enables developers to determine either how the system is already performing or how well it will perform. The key focus, as is evident, is performance. 

It encompasses the system’s life cycle in its entirety, i.e. it starts from deciding the technology stack to live monitoring, migration, and up-gradation. Now, as to why performance engineering is essential — a system typically comprises several intricate modules that empower it to deliver high-quality experiences and functionalities. Performance engineering helps make sure that this system is amply stable.

However, as is with everything else, a scope for enhancement has been observed — and that can be achieved with assistance from cloud computing. Another modern-day technological marvel, cloud computing is the on-demand delivery of digital services such as apps, data storage, and more. There is no dearth of facets of performance engineering that stand to benefit from cloud computing. And to help drive the point home, we have listed some of these benefits below.

  1. Performance monitoring: While there are a plethora of both new technologies as well as middleware to assist large scale systems that deal with big data, they still suffer from the lack of performance tracking and analysis strategies that not only deliver performance metrics but also ensures that they are examined and analyzed in relation to the new technologies and middleware we just mentioned. In this context, one can then make use of cloud monitoring and management services, which is data obtained from tracking plenty of customer systems being stored by the service provider in a centralized repository.
  2. Analysis of data: There is no denying that the world has finally come to appreciate collecting monitoring data. Unfortunately, we still seem to have made no progress in regards to analyzing the humongous amounts of data thus gathered, i.e., it continues to be an issue. Thankfully, there are several promising answers to be found in cloud computing to this particular problem as well. First, there is log management as a service that facilitates log analysis for large numbers. And that’s not all — real-time analytics for performance monitoring is also a rising star in the ecosystem. And that’s not all — experts believe machine learning techniques, data mining, anomaly detection, and more also ought to be eligible to be offered as ‘as a service’ performance monitoring tools. The service providers of such devices will have access to an abundance of customer data, which means as a service resource will then be exposed to said data. It, in turn, will engender the scope for better leveraging data mining methods. 
  3. Autonomics: When systems start to scale, manual management of performance is rendered highly challenging, if not wholly impossible. Thankfully, automatic scaling underpinned by user-specified thresholds and alerting is now increasingly offered “as a service.” However, this is still in nascent stages, and companies will need more advancement in this arena to enable the integration of performance monitoring. And that, in turn, will enable enhanced autonomic performance management. But if you need specifics, automatic scaling as a service still needs decision-making research, monitoring techniques, and real-time analytics to achieve the genuinely autonomic management process.

As evidenced by the discussion above, cloud computing can enable unprecedented performance engineering benefits. However, to achieve those benefits, one must first skilfully navigate the challenges posed by cloud computing. Once that is done, the duo can together help companies and industries successfully deal with modern-day problems.

Similar Articles


Engineering design continues to innovate and redefine possibilities in the dynamic world. From pioneering sustainable solutions to enhancing efficiency across industries, modern engineering design plays a pivotal role in shaping our future

Centrifugal Process Pump

The majority of industrial procedures include the conduction of fluids or energy transfer. This is possible thanks to the centrifugal pumps which are the most popular turbo equipment. The growth and renovation of the industrial processes have actually been always connected to the improvements in the pumping tools.


Discover the top 5 bearings to boost your machinery's performance in 2024. Expert picks for durability, efficiency, and cost-effectiveness.

What Are the Job Prospects for Structural Engineers in Australia

In the bustling landscape of Australia's construction industry, structural engineers stand as the architects of stability, ensuring that every edifice rises tall and resilient against the test of time. With a projected growth rate of 15.2% over the next five years, the career prospects for structural engineers in Australia are not just promising but indicative of a burgeoning industry ripe with opportunities.  

Product Engineering Services: Advantages for Companies

The continued evolution of technology has given humanity with a variety of tools and resources that have come to play an integral part in the world today. But to keep up with this rapid-paced advancement and also stay ahead of contemporaries in the market, one needs to be able to deliver offerings that tend to customers’ requirements.

statistics calculator online

Having doubts about what is binomial probability and how you can use it on a calculator. Here we are offering an answer to most of the quires related to binomial probability calculation:

Industrial electrical efficiency

Electrical efficiency must be your top priority if you are a business owner. Being energy efficient is one of the most important things to do as a business owner if you do not want to exhaust your resources. You must take adequate measures to make sure that you are not overusing or wasting electricity.

Top Reasons Why Aircraft Maintenance Is Essential

Precision is of the utmost significance in the aviation industry. Whether it’s a commercial plane or a civilian one, things need to be perfect all the time for the service provider to function normally. The aircraft maintenance and repair management don’t allow any room for mechanical or technical error, as a single mistake could lead to fatal accidents. 

Industrial cleaners and their uses

Whether it’s a corporate office, retail outlet, corner bookshop, or a large industrial unit, it’s imperative to keep your workplace neat and tidy all the time. It attracts more customers to your enterprise through aesthetic appeal and spotless office spaces.