Data And Devops Predictions For 2022

As we wrap 2018, it is obvious that the future of DevOps and continuous testing holds both exciting innovations and challenges. Being able as a team to enter 2019 as prepared as possible for both, will help drive faster value to customers, with greater quality and greater productivity. RPA will move ahead of the initiation phase, which it has been lurking in all this while now. In 2022, RPA will explore more use cases that would help augment overall business operations. With better optimization through RPA, enterprises will have rich data sets to get critical insights.

The Big 5 Predictions For Big Data in 2022 – JAXenter

The Big 5 Predictions For Big Data in 2022.

Posted: Mon, 28 Feb 2022 08:00:00 GMT [source]

Founding board member of the Value Stream Management Consortium and an Ambassador for the DevOps Institute. As we look to 2022, VSM platforms will continue providing actionable insights for DevOps teams. Product and new VSM roles will leverage these insights as they look to holistically improve the flow of work through value streams. From the inaugural State of VSM report and expansion of the Value Stream Management Consortium to the rise of advanced VSM platforms, value stream management continues to grow as an industry. If you’ve read any of my blogs, you’ll recognize the adoption of the term ‘DevOps 2.0’.

Evolution Of Quality Intelligence

The preamble is majorly centered on – Security, Decision Intelligence, Global accessibility, and Work-strength. Infrastructure as a Code scripts testing, API security testing and SCA will gain more relevance and importance this year. Currently, there is no official regulation on that but soon the White House executive order will take place and all federal suppliers will have to provide SBOM with their software and commit for vulnerability management. My prediction is that company will adopt SCA tools into their CI/CD to manage open-source related risks. Security is always a problem and after last year’s incident, I expect other software to be targeted in this same way. The portals are complex, the offerings changing, and no one wants to worry about which version of a CLI you have on which machines. Automation is the easiest of these, and I find that more and more DBAs are embracing automation in different ways.

Knowing a bit and how to find out more might be a good way to answer some of those interview questions. I expect they will have AWS and Azure to contend with as well, though likely each organization will lean more heavily on one than the other. However, they’re also going to be dealing with different products for different platforms. All the Advocates at Redgate got asked about some of the future predictions we might have, based on some of the data from The 2021 State of Database DevOps and The 2021 State of Database Monitoring. Grant has an official blog post, but I thought I’d glance through the summary, see what the others wrote, and then come up with a few things.

Devops Predictions

As a result, enterprises can notice significant cybersecurity improvements and overall IT effectiveness. Through the DevSecOps-centric approach, developers can ensure that security is injected into every development life cycle layer, enabling any threats to be detected and mitigated rapidly. In a nutshell, security will no longer be a second thought in DevOps pipelines.

With Kubernetes and Cloud-Native gaining upon their friendship, Infrastructure automation would be happy to venture upon fresher avenues in 2022. Containerization and hybrid cloud flexibility would allow infrastructure virtualization to be more agreeable with intelligent data-driven and ML-based tools allowing for automated infrastructure management. Thanks to virtualization the global economy was able to manage one of its most drastic derailments in a slightly better way.

2022 will also see Augmented Reality and Virtual Reality having similar effects on UI/UX innovations. Many giant organization have already been setting up consolidated XR hubs for such innovations where augmented environments and simulations can be deployed to incorporate feedbacks from the end-users. The drive for progress in Information Technology for the year 2022 will emerge from the anxieties churned up by 2020 and 2021. No matter what plans and vision accompanied us as we entered this decade, things have uniformly aligned themselves to a single human goal – Sustainability. This is the umbrella under which our experts from various technology fields have predicted the course for 2022.

SRE, CloudOps, and DataOps would be a few important names that the companies would be keen to adopt in 2022. DevOps teams would start edging toward more specialised data and intelligence needs to streamline more business oriented processes for their organizations.

2021 is a new date but faces almost all the pressures and uncertainties of 2020. It’s important to keep software engineering teams happy and well so that they can remain focused and successful. I reached out to ReportLinker for a detailed market study on the Air Treatment industry. The quality of the report, the research specialist’s willingness to solve my queries exceeded my expectations. I would definitely recommend ReportLinker for in-depth industry information. Service Accelerators Help To Grow Tech Talent Mar 1, 2022 Service accelerators drive down the cost and time of development without sacrificing quality and help to attract development telent.


Even reversing the procedure to the “last configuration that worked” is possible with Infrastructure as code. With more and more Information technology teams realizing these benefits, IaC will continue to be the standard and prominent DevOps aspect in 2021 and the near future.

devops predictions

For example, robots can now create code automatically without human intervention, and machine learning is used in Continuous Delivery to fix your pipeline. One such example is Harness CI – we introduced a feature called Test Intelligence, which uses ML to select and prioritize the execution of unit tests. In 2018, Kubernetes became the de-facto standard in container orchestration across multiple cloud providers, and – in essence – is becoming the default Operating System and the number one enabler for cloud-native applications. As Kubernetes becomes ubiquitous, it would also become the standard for running serverless applications.

How To Improve Devops Speed For Shorter Lead Times And Increased Deployment Frequency

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For the enterprise, “SAP-as-a-Service” will be a way to take full advantage of the enormous economies of scale in the cloud without sacrificing performance or availability. Dynamic utilization of the cloud’s vast resources will enable IT to more effectively manage and orchestrate the services needed to support mission-critical applications. With its virtually unlimited resources spread around the globe, the cloud is the ideal platform for delivering high uptime. But provisioning standby resources that sit idle most of the time has been cost-prohibitive for many applications. With that in place, organizations are still struggling to increase the degree of their digital test automation for both desktop web apps, responsive and progressive, as well as mobile native apps. The maturity of agile and DevOps processes together with stable continuous testing are among the key challenges’ teams are facing. Predictive Analytics play an important role in preventing latency and managing the changing user needs.

Business Process Management

Hyper-automation is the mad dash to apply AI capabilities to as many business processes as possible. Although the foundation was laid in DevOps trends 2021, we predict the trend to accelerate in 2022. Global Enterprises and ISVs are already impressed by the little offering from AI and Virtual Reality that they got to enjoy so far. The gateways to more disruptive AR/VR solutions in the market are now open with a red carpet. They’ll look at how progressive machine learning algorithms and other AI approaches can assist computers and other gadgets to observe and understand things efficiently. As a result, highly engaging workplaces and improved picture recognition abilities will develop. First, people are going to rely more and more on monitoring systems to manage the disparate and ever-growing estates of data stores they have.

2020 and 2021 had the workforces locked inside their homes and only the organizations that had their digital accessibility resources in place could possibly push for business continuity. Thus, the virtualization trends that might’ve taken a better half of this decade to be fully implemented already seem to be a part of day-to-day work culture in most of the modern organizations. 2022 would carry on these trends further with technologies like the “Metaverse” already in place. With VR datafication based feedback systems and immersive simulations testing waters for better customer experience this year is sure to lay the foundation for long-term industry virtualization solutions.

As mentioned above, and as a key supporter of the entire DevOps pipeline tasks, ML and AI tools will come to the rescue among various use cases that the above-mentioned 3 personas require. Higher focus and investment in the automation of the entire DevOps pipeline activities from coding through production. But as 2017 approaches, the hottest trends in DevOps aren’t specifically about dev or ops. Because providers generally don’t coordinate their releases, these updates can leave you scrambling to fix integrations, only to see them break again on the next update. The remote-work setup with people working from across all locations caused by COVID-19 has opened the door for security vulnerabilities. With such explosion of security and cyberattack risks, the need for injecting security into every layer of business operation is more important than ever. Businesses will increasingly adopt a DevSecOps process for bringing security into DevOps.

devops predictions

With the change in the business landscape and the technology evolving at the lightning speed, DevOps has also evolved to suit the changing needs. Both AI and ML help DevOps teams deliver faster, but the industry has devops predictions 2022 been slow to adopt the many benefits AI and ML have to offer. With ML, DevOps teams can inject multiple test suites into CI/CD pipeline and repeat them to find bugs, detect antipatterns, and uncover unique insights.

Hence, shifting security left as early as possible in your development pipeline and making everyone aware that security is everyone’s job is a must. With so many cyberattacks last year, companies have learned to take aggressive actions with their security setup. In 2022, DevOps and security are expected to work together hand-in-hand to tackle the various security issues that arise.

  • Containerization being the key, Kubernetes will aid cloud-native DevOps to integrate with more futuristic technologies like AWS lambda, Service Mesh and Azure Functions.
  • 2018 is the year where teams will start to automate the creation and management of these tool stacks.
  • Expect a year of consolidation in advanced analytics, security and solution clouds.
  • But the industry is moving towards needing everybody to be familiar with development.

The change of calendar year hasn’t removed any single structural stressor as yet. The human elements of the enterprise need the same care and attention as the parts that live on servers. Teams should strive for over 90 percent as standard for the default branch of applications. High performing teams should seek workflows in the range of five to ten minutes’ duration. Being at a deploy-ready state most or all of the time is more important than the number of workflow runs. You can change your Cookie Settings at any time but parts of our site will not function correctly without them. We advise all clients to read the TOC and Summary and list your questions so that we can get more insight for you before you make any purchase decision.

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