Data Archives | Data News and Advice

Mainframe to Cloud: Overcoming Challenges and Reducing Risks

Mainframes remain the backbone of mission-critical operations across industries, from financial services to healthcare. Their reliability and processing power are...

Static Analysis Techniques to Identify High Cyclomatic Complexity in COBOL Mainframe Systems

IN-COM October 6, 2025 Application Modernization, COBOL Posts, Code Analysis, Data Modernization

Cyclomatic complexity remains one of the most important structural indicators in software analysis. In large COBOL mainframe systems, where procedural...

Concurrency Refactoring Patterns for Reducing JVM Thread Contention in Large Systems

IN-COM October 3, 2025 Application Modernization, Code Review, Data, IT Risk Management

Thread contention remains one of the most pervasive and underestimated performance barriers in large-scale Java systems. As modernization initiatives migrate...

Synchronous Blocking Code: How It Limits Throughput and Modernization Scalability

IN-COM October 2, 2025 Application Modernization, Data Modernization, Impact Analysis

Synchronous blocking code is a silent inhibitor of scalability in large enterprises. It exists at the intersection of outdated design...

Refactoring Database Connection Logic to Eliminate Pool Saturation Risks

IN-COM October 1, 2025 Application Modernization, Application Repair, Code Review, Data Modernization

Database connection pool saturation is one of the most subtle yet costly performance degradations in modern enterprise systems. When connection...

Applying Data Mesh Principles to Legacy Modernization Architectures

IN-COM September 25, 2025 Application Management, Application Modernization, Code Analysis, Code Review, Data Management, Data Modernization, Impact Analysis Software, Legacy Systems

Enterprises pursuing modernization often focus on application refactoring and integration but overlook the critical layer that defines operational intelligence —...