Why DevOps Needs AI – 5 Reasons you Must Know
Blog: NASSCOM Official Blog
With tons of data getting generated every day, it’s impossible to get over them all the time. But with advanced AI technology and DevOps, it is possible to handle tons of data and find errors very early so that DevOps engineers can boost their productivity by saving a lot of their time.
Therefore, in this blog, you will learn about the top five reasons why DevOps needs AI technology for a game-changing experience. It will add an extra layer of data security to the data access, timely alert & notification, root cause analysis, along with forecasting the failure in the very early stage.
What is DevOps? And What is DevOps Engineers Role?
DevOps is a software development strategy that bridges the gap between front-end and back-end developers considering the IT staff. Using DevOps, organizations can release multiple advanced features so that it’s easy to get feedback from the rest of the members quickly about the development or in the design part. And there are endless benefits to using DevOps.
The two best are fewer software failures. Lower the lead time doing fixes.
Even DevOps has overcome all the limitations of the traditional waterfall models, as various processes involved a lot of development, testing, and automated CI/CD pipelines.
And DevOps Engineers are the professionals who understand and specialize in the software development lifecycle, along with creating and leveraging various automation tools for developing digital (CI / CD pipelines.)
DevOps engineers work with developers to oversee the released code. These professionals have the ultimate passion for coding and planning and trying differently. So that they always develop unique ways to portray their results.
How DevOps and AI Works Together To Create Wonders?
If you’re a developer or working as a DevOps engineer in any organization. You must know the high degree of complexity, and the sheer amount of data is hard to understand and implement to resolve the issues. Imagine there would not be any advanced technologies; it would take hours and hours to diagnose the root causes.
The future of DevOps is AI-driven as there are tons of data to handle and execute the daily operation. AI plays a crucial role in analyzing and transforming how the team develops, delivers, and manages applications. For that, let’s dive in to understand how AI and DevOps are interrelated.
Advanced AI algorithms simplify the data collection process, boost the DevOps efficiency through velocity, veracity, and several defects. Here the data gets generated by the advanced tools and continuous integration. Merely it measures the time consumed, the success rate, and the effects are accurately measured to evaluate the performance.
The top 5 reasons why DevOps needs AI
Let’s dive in and learn about it in more detail.
Unlimited Data Access
Data is the new currency for business, and without it, there would be no business or any exchange of information. But with so much data around and unlimited access to them, it’s the most crucial issue in the DevOps environment. It weakens different data processes and makes the entire business difficult.
Using advanced technologies helps them to do AI-powered data mapping. It helps them to boost their performance and get the right information in the least time. And make calculated decisions to maximize the profits. When you use the advanced system, you get more accurate information about the customers that will help you to clear the obstacles and get consistent results with repeatable analysis.
Boosting-Up The Execution Efficiency
Execution is the real issue everywhere because many experienced professionals do it in the wrong way. And when there is so much to process and humans easily make errors, that will cost them a huge afterward. With AI technology, you can simplify the entire process, minimize the risk and make smarter decisions. In another way, it will enhance your execution efficiency through digital transformation.
Timely Notification and Alert
The system and technology that DevOps use must be advanced. And it must come with a better alert and notification system. It should identify different flaws instantly and solve them in no time. There will be some moments when you will see the shower of notifications.
DevOps should create such a system that classifies the whole notification based on priorities. So they can use KNN clustering techniques based on the results from the past data, check the intensity of the message, and push the notification based on its importance.
Fast-Paced Root Cause Analysis To Understand The Crisis
AI is the most advanced technique and even a great tool to go deeper and do the root cause analysis. That’s one reason why DevOps is transforming. And AI plays the most crucial role in it. It uses different patterns between the cause and activity to determine the root cause against the failure Artificial Intelligence plays a vital role everywhere.
Easy Failure Forecasting For Making Better Future Prediction
Forecasting is one of the best and massive things in the DevOps cycle. With an advanced AI system, using time series analysis, AI can easily forecast whether the DevOps cycle will work or it will fail. If there are errors, you can easily predict them at the initial level and solve them instantly. So AI holds the potential to see things differently than that we can’t as humans using software development life cycle.
End Points
AI in DevOps uses smart programming and technology for making projects and tasks more intricate. It boosts the efficiency, along with the productivity of the work. It also enhances end-to-end customer service and satisfaction to establish more trust. With an advanced AI system, it’s easy to decode errors through the auto-suggestion code segment.
So you get it, everything you wanted to know about how AI plays a crucial role in the DevOps cycle. You also know how AI and DevOps work together, along with five vital reasons why DevOps needs AI.
Source: 5 (Must-Know) Reasons Why DevOps Needs AI
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