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Mono2Micro Mastery: IBM CIO’s Approach to App Innovation

The path of application modernization being taken by the IBM CIO organization: Mono2Micro
Monolithic software applications with antiquated systems are often hard to modify, notoriously more expensive to repair, and even dangerous to the health of a company. to the southwest Airlines had to put on hold over 13.000 passengers in the month of November 2022 as the consequence of obsolete computer systems as well as technologies. Due to this collapse, the airline staunch suffered major losses, and that in turn destroyed the reputation of its name.
One the opposite hand, the streaming service was an early adopter of the concept of microservices and has since emerged the industry leader when it comes to online watching. The firm has over two billion customers in more than 200 nations across the world.
During the procedures of applications industrialization, developers are able to come up with services whose can be remade, and ultimately contributes to an achieve in performance and contribute the quicker shipping of new features and capabilities.
In her most recent blog article, They provided an overview of her tiered modernization methodology, which begins with runtime and operational modernization, followed by architectural modernization, which involves reworking monolithic applications into microservices configurations. In this blog, they will conduct an in-depth investigation into the architectural modernization of Java 2 Platform, Enterprise Edition (J2EE) applications and describe how the IBM Mono2Micro tool sped up the process of transition.
A typical J2EE architecture of a monolithic application is shown in the following figure. There is a close connection between the various components, which include the user interface (UI) on the client side, the code on the server side, and the logic in the database. The fact that these applications are deployed as a single unit often results in a longer churn time for very minor changes.
Decoupling the user interface (UI) on the client side from the components on the server side is the very first stage in the process of architectural modernization. Additionally, the data communication method should be changed from Java objects to JSON. Backend for Front-End (BFF) services simplify the process of converting Java objects to JSON or vice versa between the two formats. Both the front end and the back end are separated, which allows for the possibility of modernization and deployment on their own.
As the next phase in the process of architectural modernization, the backend code will be decomposed into macroservices that may be deployed separately.
Through the use of IBM Mono2Micro Tool, the migration of monolithic applications into microservices was more quickly accomplished. IBM Mono2Micro is a semi-automated toolkit that is based on artificial intelligence. It employs innovative machine learning techniques and a technology that is the first of its kind to generate code in order to provide assistance to you throughout the process of refactoring to complete or partial microservices.
The monolithic program is analyzed in both a static and dynamic manner, and then suggestions are provided for how the monolithic application might be partitioned into groups of classes that have the probability of becoming microservices.
During the process of evaluating, redesigning, and developing the microservices architecture, Mono2Micro saved more than 800 hours of valuable human labor. The process of setting up Mono2Micro might take anywhere from three to four hours, depending on how well you understand the various components and how they interact with one another to remodel your monolith. On the other hand, it is worthwhile to spend a few hours in order to save hundreds of hours when changing your monolith into microservices that can be deployed.
In a nutshell, modernization solutions such as IBM Mono2Micro and Cloud transition Advisor facilitated a more rapid transition and increased cost efficiency, nonetheless
The main differentiators are as follows:
Managing her infrastructure by transitioning from bloated on-premises virtual machines to cloud-native containers is the platform’s primary focus.
Developing a community of software developers that can work together and establish a culture that is prepared for the future
In addition to enhancing system security and simplifying data administration, modernization encourages innovation while simultaneously fostering corporate agility. The most essential benefit is that it boosts the productivity of developers while also delivering cost-efficiency, resilience, and an enhanced experience for customers.
Read more on Govindhtech.com
#Mono2Micro#IBMCIO#microservices#IBM#virtualmachines#softwaredevelopers#technews#technology#govindhtech
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Application Transformation Market: Can Enterprises Fully Modernize by 2032
The Application Transformation Market was valued at USD 11.56 billion in 2023 and is expected to reach USD 42.40 billion by 2032, growing at a CAGR of 15.58% from 2024-2032.
Application Transformation Market is witnessing rapid evolution as enterprises modernize legacy systems to adapt to digital-first strategies. With the growing need for agility, scalability, and cloud-native architectures, companies across industries are reengineering core applications to align with today’s dynamic business environments.
U.S. enterprises are leading the charge in adopting advanced transformation frameworks to unlock operational efficiency and competitive advantage.
Application Transformation Market continues to expand as organizations prioritize innovation and resilience. Modernization initiatives are being accelerated by cloud migration, DevOps adoption, and increased pressure to reduce technical debt and improve time-to-market.
Get Sample Copy of This Report: https://www.snsinsider.com/sample-request/6639
Market Keyplayers:
Accenture (myNav, CloudWorks)
Atos SE (Atos CloudCatalyst, Atos Codex)
BELL-INTEGRATION.COM (Cloud Migration Services, Workload Transformation)
Capgemini (Perform AI, Cloud Platform Engineering)
Cognizant (Cloud360, Modern Application Services)
Fujitsu (Modernization Assessment, RunMyProcess)
HCL Technologies Limited (Cloud Native Lab, Application 360)
International Business Machines Corporation (Cloud Pak for Applications, IBM Mono2Micro)
Infosys Limited (Infosys Cobalt, Live Enterprise Application Development Platform)
Microsoft (Azure Migrate, Visual Studio App Center)
Open Text (OpenText Cloud Editions, AppWorks)
Oracle (Oracle Cloud Infrastructure, Oracle Application Express)
Trianz (CloudEndure, Concierto.Cloud)
Tech Mahindra (MoboApps, Application Lifecycle Management)
Pivotal Software (Pivotal Cloud Foundry, Spring Boot)
TCS (MasterCraft TransformPlus, Jile)
Asysco (AMT Framework, AMT Go)
Unisys (CloudForte, Unisys Stealth)
Hexaware (Amaze, Mobiquity)
Micro Focus (Enterprise Analyzer, Enterprise Server)
Market Analysis
The Application Transformation Market is being driven by the convergence of cloud computing, AI, and containerization technologies. Businesses in the U.S. and Europe are under mounting pressure to streamline legacy infrastructure to enhance productivity and customer engagement. As digital transformation becomes central to business continuity, enterprises are investing in scalable, secure, and automated transformation services.
Companies are increasingly moving away from monolithic applications toward microservices-based architectures. This transition allows for rapid development, lower maintenance costs, and seamless integration with modern tech stacks. Regulatory compliance, data sovereignty, and the need to deliver faster services are also contributing to the market’s momentum.
Market Trends
Shift toward cloud-native and serverless computing environments
Adoption of DevOps and CI/CD for streamlined deployment
Rise in demand for container orchestration tools like Kubernetes
Integration of AI/ML to enhance application efficiency and analytics
Increased focus on legacy system replatforming and refactoring
Use of low-code/no-code platforms for faster modernization
Growing reliance on third-party managed service providers
Market Scope
The scope of the Application Transformation Market spans industries from healthcare to finance, where mission-critical systems are being reengineered to meet digital demands. Businesses now view transformation not just as a technology upgrade but a strategic imperative.
Legacy application modernization to reduce technical debt
Enterprise cloud migration and hybrid deployment strategies
API enablement for improved integration across platforms
Enhanced security and compliance through modernization
Seamless user experience via responsive and modular designs
Scalable infrastructures designed for future-ready operations
Forecast Outlook
The Application Transformation Market is positioned for sustained growth as digital-first operations become a top priority for global businesses. With advancements in cloud ecosystems, automation frameworks, and development methodologies, the transformation journey is becoming more agile and efficient. U.S. and European markets will remain key innovation hubs, driven by enterprise cloud adoption, skilled IT ecosystems, and regulatory frameworks that promote modernization. Organizations that embrace early transformation strategies will gain a long-term edge in operational efficiency, cost savings, and customer satisfaction.
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Conclusion
The Application Transformation Market is reshaping the digital landscape by converting outdated systems into smart, scalable platforms that support long-term innovation. Enterprises aiming for future readiness are leveraging this transformation to stay ahead in a competitive and rapidly changing environment. Whether in New York or Frankfurt, modernized applications are becoming the backbone of resilient and responsive businesses—making transformation not a trend, but a business necessity.
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SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.
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IBM C1000-126 Practice Test Questions
Passing the C1000-126 IBM WebSphere Hybrid Edition V5.0 Solution Architecture exam is easy if you have valid C1000-126 Practice Test Questions, PassQuestion provides the latest C1000-126 Practice Test Questions in the pdf form which are related to the topics included in the syllabus of IBM C1000-126 exam. These C1000-126 actual questions and answers are designed by IT experts who are according to the actual and latest syllabus of the C1000-126 IBM WebSphere Hybrid Edition V5.0 Solution Architecture Exam. We assure you that if you use the C1000-126 Practice Test Questions multiple times, you will pass the IBM C1000-126 Exam on your initial attempt.
IBM WebSphere Hybrid Edition V5.0 Solution Architecture
This intermediate-level certification is intended for WebSphere Hybrid Edition V5.0 Solution Architects. An IBM Certified Solution Architect on WebSphere Hybrid Edition V5.0 is a person who can build solution architectures, migrate or modernize existing applications, and develop new cloud-native applications with IBM WebSphere Hybrid Edition. They can do this with limited assistance from support, documentation, or relevant subject matter experts.
Exam Information
Number of questions: 64 Number of questions to pass: 45 Time allowed: 90 minutes Price: $200 USD Languages: English Certification: IBM Certified Solution Architect - WebSphere Hybrid Edition V5.0
Exam Sections
Section 1: Design and architect a Cloud Native solution 22% Section 2: Websphere Hybrid Edition Overview 17% Section 3: Modernization Journey 20% Section 4: Application modernization tools 20% Section 5: Run-time components 21%
View Online IBM WebSphere Hybrid Edition V5.0 C1000-126 Free Questions
1. Which statement describes an advantage of Containers? A. Allows hardware virtualization. B. Easy to backup the application. C. Portable and platform independent. D. Supports multiple runtimes on the same install. Answer: C
2. An architect uses WebSphere Hybrid Edition to cover WAS Base installations. What is a benefit of using the right-sizing approach? A. A better ratio if an application needs Liberty ND only. B. A better ratio if an application needs Open Liberty only. C. A better ratio if an application needs Liberty Core only. D. A better ratio if an application needs Liberty Base only. Answer: C
3. How does WebSphere Hybrid Edition enable an organization to transform monolithic applications into microservices? A. It analyzes business data, and generates new microservices based on the results. B. It provides sample microservices applications that they can modify to fit their needs. C. It provides the Mono2Micro tool to help with refactoring Java EE applications into microservices. D. It provides the Transformation Advisor tool, which converts monolithic applications into microservices. Answer: C
4. Which two statements describe the transformation of core application and data assets? A. Develop new business processes to transform manual or semi-automated processes. B. Move and containerize applications that are supported by higher quality of services. C. Develop mixed-language application components to extend or develop new SOR data management. D. Develop a modernized data domain-based model in support of the incremental transformation of the application. E. Integrate a solution that comprises a mainframe-based SOR and components that are based on the public or private cloud. Answer: CD
5. Which two are modernization patterns? A. Expose APIs B. Agile delivery C. Cloud migrations D. Redesign or rewrite the applications E. Refactor monolith to macroservices Answer: AE
6. What is one way for an organization to refactor an application? A. Optimize the application for running on the target platform. B. Prepare the new host environment for the anticipated workload. C. Plan new features that can be added on to the application later. D. Break up the application EAR file into individual WAR files for further analysis. Answer: D
7. Which report(s) does Cloud Transformation Advisor provide? A. Technology report only B. Inventory and Analysis reports only C. Technology, Analysis, and Security reports D. Technology, Inventory, and Analysis reports Answer: D
8. Mono2Micro is used to analyze a Java Enterprise application that gets deployed as EAR to WAS ND. What is the output generated by Mono2Micro as part of the application code instrumentation? A. A copy of the Java source files with instrumentation and JSON files. B. A Docker image with the instrumented application EAR and JSON files. C. Instrumented Java source files and required proxy and service classes. D. A copy of the original application EAR but with the instrumented code. Answer: A
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Application Transformation Market: Size, Share, Analysis, Forecast, and Growth Trends to 2032 – DevOps & CI/CD Shape Future
Application Transformation Market was valued at USD 11.56 billion in 2023 and is expected to reach USD 42.40 billion by 2032, growing at a CAGR of 15.58% from 2024-2032.
Application Transformation Market is experiencing robust growth as enterprises modernize legacy systems to stay competitive in a digital-first world. From cloud-native platforms to AI-driven process automation, organizations across the USA and Europe are accelerating transformation initiatives to enhance agility, security, and performance.
Driving Innovation: The Growing Application Transformation Market in the US
U.S. Application Transformation Market was valued at USD 3.17 billion in 2023 and is expected to reach USD 11.47 billion by 2032, growing at a CAGR of 15.36% from 2024-2032.
Application Transformation Market is fueled by the urgent need for scalability and innovation. Businesses are moving away from monolithic architectures toward microservices, APIs, and containerization. This shift is helping companies reduce technical debt while increasing responsiveness to evolving customer and market demands.
Get Sample Copy of This Report:https://www.snsinsider.com/sample-request/6639
Market Keyplayers:
Accenture (myNav, CloudWorks)
Atos SE (Atos CloudCatalyst, Atos Codex)
BELL-INTEGRATION.COM (Cloud Migration Services, Workload Transformation)
Capgemini (Perform AI, Cloud Platform Engineering)
Cognizant (Cloud360, Modern Application Services)
Fujitsu (Modernization Assessment, RunMyProcess)
HCL Technologies Limited (Cloud Native Lab, Application 360)
International Business Machines Corporation (Cloud Pak for Applications, IBM Mono2Micro)
Infosys Limited (Infosys Cobalt, Live Enterprise Application Development Platform)
Microsoft (Azure Migrate, Visual Studio App Center)
Open Text (OpenText Cloud Editions, AppWorks)
Oracle (Oracle Cloud Infrastructure, Oracle Application Express)
Trianz (CloudEndure, Concierto.Cloud)
Tech Mahindra (MoboApps, Application Lifecycle Management)
Pivotal Software (Pivotal Cloud Foundry, Spring Boot)
TCS (MasterCraft TransformPlus, Jile)
Asysco (AMT Framework, AMT Go)
Unisys (CloudForte, Unisys Stealth)
Hexaware (Amaze, Mobiquity)
Micro Focus (Enterprise Analyzer, Enterprise Server)
Market Analysis
The Application Transformation Market is being driven by the convergence of digital transformation, hybrid workforces, and rising cybersecurity threats. Companies are increasingly adopting strategies to modernize outdated applications that hinder growth and flexibility. Key sectors such as finance, healthcare, and manufacturing are leading the charge, utilizing transformation tools to improve compliance, integration, and customer engagement.
Public and private enterprises in the USA are prioritizing cloud migration and modernization, while in Europe, the market is shaped by stringent data regulations and demand for localized solutions. Vendor ecosystems are expanding rapidly, offering tailored services that meet both technical and strategic business needs.
Market Trends
Rapid adoption of cloud-native development platforms
Migration from legacy infrastructure to hybrid and multi-cloud environments
Increased use of low-code/no-code platforms for faster deployment
Rise in containerization and Kubernetes-based orchestration
Integration of AI and ML into modernization workflows
Enhanced focus on application security during transformation
Growing demand for DevOps and continuous integration capabilities
Market Scope
The Application Transformation Market spans a wide array of modernization strategies, empowering organizations to unlock new efficiencies and customer value. As enterprises seek future-ready architectures, the market is defined by flexibility, speed, and resilience.
End-to-end legacy system modernization
Scalable cloud migration frameworks
Agile application development and deployment
Real-time performance monitoring and optimization
Cross-platform and multi-device application support
Compliance-aligned transformation in regulated industries
Modular architectures for future scalability
Forecast Outlook
The Application Transformation Market is poised for rapid and sustained growth as organizations recognize the critical link between application agility and business success. With continuous advancements in cloud technologies, DevOps methodologies, and AI integration, enterprises are set to redefine how they build, operate, and scale applications. Both the USA and Europe will serve as innovation centers, propelled by demand for operational efficiency, customer experience, and regulatory compliance.
Access Complete Report: https://www.snsinsider.com/reports/application-transformation-market-6639
Conclusion
In a landscape where digital experience defines competitive edge, the Application Transformation Market is not just a trend—it's a necessity. Organizations embracing modernization are better positioned to innovate, adapt, and thrive in fast-moving environments. As the future unfolds, transformation-ready applications will become the cornerstone of business resilience and growth, reshaping how industries serve, scale, and succeed.
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About Us:
SNS Insider is one of the leading market research and consulting agencies that dominates the market research industry globally. Our company's aim is to give clients the knowledge they require in order to function in changing circumstances. In order to give you current, accurate market data, consumer insights, and opinions so that you can make decisions with confidence, we employ a variety of techniques, including surveys, video talks, and focus groups around the world.
Contact Us:
Jagney Dave - Vice President of Client Engagement
Phone: +1-315 636 4242 (US) | +44- 20 3290 5010 (UK)
#Application Transformation Market#Application Transformation Market Scope#Application Transformation Market Share#Application Transformation Market Growth#Application Transformation Market Trends
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