Migration Center detects software workloads in your infrastructure using
predefined rules. It also provides AI-powered software suggestions. For both
detected and suggested workloads, Migration Center offers insights into
their technical transformation fit. For more information, see
[View and understand insights](https://docs.cloud.google.com/migration-center/docs/view-and-understand-insights).

## Workloads detected by predefined rules

The following table lists software workloads in your infrastructure
detected by Migration Center using predefined rules:

| **Product** | **Vendor** | **Workload type** | **Summary text** | **Versions tested on Linux** | **Versions tested on Windows** |
|---|---|---|---|---|---|
| MS SQL Server | Microsoft | Database Management System | Relational database management system known for scalability and Windows integration. | - SQL Server 2019 Standard for Centos 7 | - SQL Server 2017 Enterprise for Windows Server 2016 - SQL Server 2017 Express for Windows Server 2016 - SQL Server 2019 Standard for Windows Server 2019 - SQL Server 2019 Web for Windows Server 2019 - SQL Server 2022 Standard for Windows Server 2022 |
| PostgreSQL | PostgreSQL Global Development Group | Database Management System | Open-source relational database management system emphasizing extensibility and SQL compliance. | - PostgreSQL 10.x for CentOS 7 - PostgreSQL 11.x for CentOS 8 - PostgreSQL 12.x for CentOS 9 - PostgreSQL 13.x for Red Hat Enterprise Linux 7.9 - PostgreSQL 14.x for Red Hat Enterprise Linux 8.9 - PostgreSQL 15.x for Red Hat Enterprise Linux 9.3 | - PostgreSQL 10.x for Windows Server 2016 - PostgreSQL 11.x for Windows Server 2016 - PostgreSQL 12.x for Windows Server 2019 - PostgreSQL 13.x for Windows Server 2019 - PostgreSQL 14.x for Windows Server 2022 - PostgreSQL 15.x for Windows Server 2022 - PostgreSQL 16.x for Windows Server 2022 |
| MySQL | MySQL AB | Database Management System | Open-source relational database management system based on SQL. | - MySQL 5.6.x Community for CentOS 7 - MySQL 5.6.x Community for Red Hat Enterprise Linux 7 - MySQL 8.0.x Community for Red Hat Enterprise Linux 8 | - MySQL 8.0.x for Windows Server 2016 |
| Microsoft Active Directory | Microsoft | Directory Service | Centralized identity and access management service for Windows-based networks. | OS not supported by the vendor | - Active Directory 87 for Windows Server 2016 - Active Directory 87 for Windows Server 2016 Core - Active Directory 88 for Windows Server 2019 - Active Directory 88 for Windows Server 2019 Core - Active Directory 88 for Windows Server 2022 - Active Directory 88 for Windows Server 2022 Core |
| MariaDB Server | MariaDB Foundation | Database Management System | Open-source relational database management system; a community-driven fork of MySQL. | - MariaDB Server 10.3.x for CentOS 8 - MariaDB Server 10.3.x for Red Hat Enterprise Linux 8 - MariaDB Server 10.4.x for CentOS 7 - MariaDB Server 10.6.x for CentOS 7 - MariaDB Server 10.10.x for Red Hat Enterprise Linux 7 - MariaDB Server 11.1.x for Red Hat Enterprise Linux 9 | - MariaDB Server 11.3.x for Windows Server 2022 |
| Apache HTTP Server | The Apache Software Foundation | Web Server | Open-source, cross-platform web server software, highly customizable and widely used. | - Apache HTTP Server 2.4.x for Red Hat Enterprise Linux 8 - Apache HTTP Server 2.4.x for Rocky Linux 9 - Apache HTTP Server 2.4.x for CentOS 7 | - Apache HTTP Server 2.4.x for Windows Server 2019 |
| JBoss | Red Hat | Application Server | JBoss Application Server (renamed as WildFly), an application server used to build and deploy Java applications. | - Wildfly 26.x for CentOS 7 - Wildfly 26.x for CentOS 8 - Wildfly 31.x for CentOS 7 - Wildfly 31.x for CentOS 8 | - WildFly 30.x for Windows Server 2019 - WildFly 30.x for Windows Server 2022 |
| Redis | Redis Labs | Key-value store | Open-source in-memory storage, used as a distributed, in-memory key--value database, cache and message broker, with optional durability. | - Redis 3.2.x for CentOS 7 - Redis 3.2.x for CentOS 8 | OS not supported by the vendor |
| Apache Tomcat | Apache Software Foundation | Web Server / Servlet Container | Open-source Java servlet container for serving Java web applications. | - Tomcat 8.5.x for CentOS 7 - Tomcat 9.0.x for Red Hat Enterprise Linux 8 - Tomcat 10.1.x for Rocky Linux 9 | - Tomcat 8.5.x for Windows Server 2016 |
| SAP Gateway | SAP | Integration Gateway | Platform for integrating SAP systems with non-SAP applications and data across diverse environments. | - SAP Gateway 750 for Debian 11 |   |
| SAP HANA Database | SAP | Database Management System | In-memory, column-oriented database optimized for high performance analytics, especially on SAP data. | - HANA 2.0 for Debian 11 |   |
| SAP System | SAP | Application Platform | Platform for developing, deploying, and managing applications in the SAP ecosystem. | - SAP ECC 6.0 for Debian 11 |   |
| SAP Web Application Server | SAP | Web Application Server | Java-based web application component within the SAP NetWeaver Application Server. | - SAP Netweaver 7.5 for Debian 11 |   |
| Oracle Database | Oracle Corporation | Database Management System | Commercial relational database system commonly used for running online transaction processing, data warehousing and mixed database workloads. | - Oracle Database 21c for Red Hat Enterprise Linux 9 | - Oracle Database 21c for Windows Server 2019 |
| MongoDB | MongoDB Inc. | Database Management System | Source-available, cross-platform, document-oriented database program. Classified as a NoSQL database product, MongoDB utilizes JSON-like documents with optional schemas. | - MongoDB 6.0.x Community for CentOS 7 - MongoDB 6.0.x Community for CentOS 8 - MongoDB 7.0.x Community for CentOS 7 - MongoDB 7.0.x Community for CentOS 8 | - MongoDB 7.2.x Community for Windows Server 2016 - MongoDB 7.2.x Community for Windows Server 2019 - MongoDB 7.2.x Community for Windows Server 2022 - MongoDB 7.2.x Community for Windows Server 2022-core |
| SUSE Pacemaker | SUSE | Cluster Resource Manager | Advanced, scalable high-availability cluster resource manager. | - Pacemaker 1.1.x for CentOS 7 - Pacemaker 2.1.x for CentOS 8 | OS not supported by the vendor |
| Microsoft IIS | Microsoft | Web Server | Internet Information Services (IIS), web server tightly integrated with the Windows operating system and the .NET ecosystem. | OS not supported by the vendor | - IIS 10 for Windows Server 2016 - IIS 10 for Windows Server 2019 - IIS 10 for Windows Server 2022 |
| .NET Core | Microsoft | Cross-platform Framework | Open-source development framework for building cross-platform applications and services. | - .NET 6.0.x for Red Hat Enterprise Linux 8 - .NET 7.0.x for CentOS 7 - .NET 8.0.x for Rocky Linux 9 | - .NET Core 3.1.x for Windows Server 2016 |
| Cassandra | Apache Software Foundation | Database Management System | Open-source, distributed, wide-column, NoSQL database management system. | - Apache Cassandra 4.0.x for Centos 7 - Apache Cassandra 4.0.x for Centos 8 - Apache Cassandra 4.1.x for Centos 7 - Apache Cassandra 4.1.x for Centos 8 | OS not supported by the vendor |
| Microsoft MQ | Microsoft | Message Queue | Message queueing software enabling asynchronous communication between applications and systems. | OS not supported by the vendor | - Windows Server 2016 - Windows Server 2019 - Windows Server 2022 |
| Microsoft SharePoint Server | Microsoft | Collaboration Platform | Web-based collaboration platform that integrates with Microsoft 365. | OS not supported by the vendor | - SharePoint Server 2019 Standard for Windows Server 2019 - SharePoint Server 2019 Enterprise for Windows Server 2022 |

## AI-powered software suggestions

The following table lists AI-powered suggestions for software workloads
detected by Migration Center in your infrastructure:

| Product | Vendor | Workload type |
|---|---|---|
| Acronis Cyber Protect | Acronis | Cybersecurity and Backup |
| Apache Kafka | Apache Software Foundation | Stream-processing and message broker |
| Apache Solr | Apache Software Foundation | Search platform |
| Apache ZooKeeper | Apache Software Foundation | Distributed coordination service |
| ArcGIS Server | Esri | GIS server |
| Avamar Backup | Dell EMC | Backup and recovery |
| Avaya IP Office | Avaya | Unified communications |
| Azure DevOps Server | Microsoft | DevOps |
| BIND | Internet Systems Consortium (ISC) | DNS server |
| Bacula | Bacula Systems | Backup and recovery |
| Check Point Software Technologies Gaia | Check Point | Security OS and firewall |
| Checkmk | Tribe29 | Monitoring |
| Citrix | Citrix Systems | Virtualization |
| Cloud Foundry | Cloud Foundry Foundation | Platform as a Service (PaaS) |
| CodeMeter Runtime Server | Wibu-Systems | License management |
| CommVault Backup | Commvault | Backup and recovery |
| CompleteFTP Server | Enterprise DT | FTP server |
| Docker | Docker, Inc. | Containerization |
| Dovecot (IMAP/POP3) | Dovecot Oy | Mail server |
| ELK Stack (Elasticsearch, Logstash, Kibana) | Elastic | Log management and Analytics |
| Eclipse Jetty | Eclipse Foundation | Web server |
| Elasticsearch | Elastic | Search engine |
| Entrust PKI | Entrust | Public key infrastructure |
| Exim | University of Cambridge | Mail transfer agent |
| FLEXlm | Flexera Software | License management |
| FileMaker Server | Claris | Database server |
| Firebird | Firebird Foundation | Relational database management system |
| Genetec Security Center | Genetec | Security platform |
| Git | Software Freedom Conservancy | Version control system |
| GitLab | GitLab Inc. | DevOps platform |
| GitLab CI/CD | GitLab Inc. | CI/CD |
| GlassFish | Eclipse Foundation | Application server |
| Gluster | Red Hat | Distributed file system |
| Grafana | Grafana Labs | Monitoring |
| Gunicorn | Gunicorn project | WSGI HTTP server |
| HAProxy | HAProxy Technologies | Load balancer |
| HBase | Apache Software Foundation | NoSQL database |
| IBM Db2 | IBM | Relational database management system |
| IBM MQ | IBM | Message queue |
| IBM Tivoli Storage Manager | IBM | Backup and recovery |
| IBM WebSphere | IBM | Application server |
| InfluxDB | InfluxData | Time series database |
| Jenkins | CloudBees and Jenkins community | CI/CD |
| KVM | Linux Community | Virtualization |
| Knot DNS | CZ.NIC | DNS server |
| Kubernetes | Cloud Native Computing Foundation (CNCF) | Container orchestration |
| LiteSpeed Web Server | LiteSpeed Technologies | Web server |
| McAfee Database Service | McAfee | Database security |
| Memcached | Danga Interactive | In-memory key-value store |
| Microsoft DNS Server | Microsoft | DNS server |
| Microsoft Dynamics 365 | Microsoft | ERP and CRM |
| Microsoft Exchange Server | Microsoft | Mail server and collaboration |
| Microsoft Forefront Threat Management Gateway | Microsoft | Firewall |
| Microsoft Hyper-V Server | Microsoft | Virtualization |
| Microsoft Project Server | Microsoft | Project management |
| Microsoft Windows Workflow Manager | Microsoft | Workflow engine |
| MinIO | MinIO Inc. | Object storage |
| NFS | Oracle | Network file system |
| Nagios | Nagios Enterprises | Monitoring |
| NetBackup | Veritas | Backup and recovery |
| Netwrix Auditor | Netwrix | Auditing and security |
| New Relic | New Relic | Observability |
| Nginx | F5, Inc. | Web server |
| OpenLDAP | The OpenLDAP Project | Directory service |
| Oracle WebLogic Server | Oracle | Application server |
| Paessler PRTG Network Monitor | Paessler AG | Monitoring |
| Passenger | Phusion | Application server |
| Pervasive PSQL | Actian | Database management system |
| Postfix | Wietse Venema | Mail transfer agent |
| PowerDNS | PowerDNS.com B.V. | DNS server |
| Prometheus | Cloud Native Computing Foundation (CNCF) | Monitoring |
| Puma | Puma web server team | Web server (Ruby) |
| Qlik Sense Server | Qlik | Business intelligence |
| RabbitMQ | VMware | Message broker |
| Rsync | The rsync team | File synchronization |
| SAP Business Intelligence | SAP | Business intelligence |
| SAP Business One | SAP | ERP |
| SAP BusinessObjects Business Planning and Consolidation | SAP | Business intelligence |
| SAP HANA Studio | SAP | IDE and database client |
| SAP IQ | SAP | Data warehouse |
| SAP NetWeaver | SAP | Application server |
| SAP NetWeaver TREX | SAP | Search engine |
| SAP Web Dispatcher | SAP | Load balancer |
| SQL Diagnostic Manager | IDERA | Database monitoring |
| Sage Intacct | Sage | Financial management |
| Samba | The Samba Team | File server |
| Sendmail | Proofpoint, Inc. | Mail transfer agent |
| Sidekiq | Contributed Systems | Background job processor (Ruby) |
| SoftwareHouse C-Cure 9000 | Johnson Controls | Access control |
| SolarWinds | SolarWinds | Monitoring |
| Sophos Enterprise Console | Sophos | Security management |
| Splunk | Splunk Inc. | Log management |
| Squid | The Squid-Cache project | Web proxy cache |
| Subversion | Apache Software Foundation | Version control system |
| Sybase | SAP | Relational Database Management System |
| Symantec DLP Server | Broadcom Inc. | Data Loss Prevention |
| Symantec Endpoint Protection | Broadcom Inc. | Endpoint security |
| Tableau Server | Salesforce | Business Intelligence |
| Tanium | Tanium Inc. | Endpoint management |
| Trend Micro OfficeScan | Trend Micro | Endpoint security |
| UiPath | UiPath | Robotic Process Automation (RPA) |
| Unbound | NLnet Labs | DNS server |
| VMware | VMware | Virtualization |
| VMware Horizon | VMware | Virtual Desktop Infrastructure |
| Varonis Data Security Platform | Varonis | Data security |
| Veeam Backup \& Replication | Veeam Software | Backup and recovery |
| Veritas Backup | Veritas | Backup and recovery |
| Wazuh | Wazuh, Inc. | Security Information and Event Management (SIEM) |
| WildFly (formerly JBoss AS) | Red Hat | Application server |
| Windows Server File Services | Microsoft | File server |
| Xen | Linux Foundation | Hypervisor and virtualization |
| Zabbix | Zabbix LLC | Monitoring |
| Zerto Backup | Hewlett Packard Enterprise | Backup and disaster recovery |
| containerd | Cloud Native Computing Foundation (CNCF) | Container runtime |
| dnsmasq | Dnsmasq | DNS server |
| etcd | Cloud Native Computing Foundation (CNCF) | Distributed key-value store |
| hMailServer | hMailServer project | Mail server |
| uWSGI | Unbit | WSGI server |