DZone Research

DZone Trend Reports and Guides provide expert thought leadership and survey insights into recent advancements in technology, how adoption of new tools or methodologies has grown over time, the challenges that exist in executing on the promises of these technologies, and what new advancements are on the horizon.

Featured Research

Q2 2022

Enterprise Application Integration

As with most 2022 trends in the development world, discussions around integration focus on the same topic: speed. What are the common integration patterns and anti-patterns, and how do they help or hurt overall operational efficiency?  

Q1 2022


CI/CD and Application Release Orchestration

With the need for companies to deliver capabilities faster, it has become increasingly clear that DevOps is a practice that many enterprises must adopt (if they haven’t already). A strong CI/CD pipeline leads to a smoother release process, and a smoother release process decreases time to market.

Q1 2022

Enterprise AI

Machine Learning, Design Paradigms, and Operational Impact

In recent years, artificial intelligence has become less of a buzzword and more of an adopted process across the enterprise. With that, there is a growing need to increase operational efficiency as customer demands arise. AI platforms have become increasingly more sophisticated, and there has become the need to establish guidelines and ownership.  

DZone Research Library

Integration integration, application integration, enterprise application, api, apis, graphql, rest api
DevOps devops, ci/cd, ci/cd pipeline, application release orchestration, application release automation, continuous delivery, continuous deployment, continuous development, continuous integration, continuous integration and deployment
AI ai, machine learning, artificial intelligence, explainability, mlops
Performance application performance management, apm, application performance, distributed systems, observability, monitoring
Cloud kubernetes, enterprise kubernetes
Security application security, appsec
Web Dev low code development, low-code, no-code and low-code options, no code development, application development
DevOps ci cd, continuous integration, continuous delivery, continuous deployment, devops, devsecops, pipeline management, automation
Cloud containers, container adoption, containerized applications, container configuration, container challenges, container implementation, container management, container performance, container monitoring, container platform
Web Dev web development
Integration api, api management, api design, rest api
Database data persistence, database management system, dbms, database tools, data management, polyglot persistence, relational databases, tree structure, database research, database trends
IoT edge computing, edge architecture, internet of things, edge data collection, cloud computing, trend report, survey findings
Cloud kubernetes, containers, k8s, docker
Big Data data warehousing, big data, analytics, cloud, hybrid
Database database, sql, nosql, big data, trends, graph database
DevOps continuous testing, testing automation, automated testing, testing trends, test automation, test automation framework, test data management, test data management strategy, testing best practices
Performance apm, application performance monitoring, site reliability engineering, aiops, performance engineering, performance trends
DevOps ci/cd, continuous integration, devops, pipeline management, continuous delivery
Big Data big data, analytics, dashboards, data visualization, machine learning
Database database security, sql server, data security breach, cloud
Cloud cloud (add topic), cloud native, microservices, serverless architecture, container management
Cloud kubernetes, continuous integration, continuous delivery, container orchestration, cloud computing
DevOps devops, devsecops, appsec, open source security, security automation
Web Dev web developement
AI ai, machine learning, python machine learning, what is machine learning
Microservices microservices adoption, microservices
Cloud kubernetes, container orchestration
DevOps devops at scale, devops maturity
Integration api management, integration
Security security, application security