DBA Task |
Oracle 11g R2 |
Oracle 12c |
Oracle 19c |
Oracle 23c / 23ai |
Notes |
Backup & Recovery (RMAN) |
β
Mature |
β
Enhanced |
β
Stable & Cloud-integrated |
β
AI-assisted backup options |
19c & 23c offer advanced block-change tracking & recovery zones. |
Performance Tuning |
β
AWR, ADDM |
β
Adaptive Plans introduced |
β
SQL Plan Management stabilized |
β
AI-powered performance insights |
23ai introduces AI vector-based recommendations. |
Multitenancy (PDB/CDB) |
β Not available |
β οΈ Optional |
β
Fully supported (no extra license) |
β
Mandatory and optimized |
19c makes PDB default architecture. |
SQL Plan Management |
β
Limited |
β
Adaptive |
β
Auto-evolving baselines |
β
Enhanced with ML insights |
23c automates SQL performance analysis with AI. |
Patch Management (OPatch, Fleet Patching) |
β
Manual |
β
Streamlined |
β
Fully automated via Fleet |
β
Cloud-native automation |
Fleet patching is refined in 19c+. |
High Availability (RAC, DG) |
β
RAC/ADG mature |
β
Improvements in DG Broker |
β
Transparent Application Continuity (TAC) |
β
AutoFailover with AI models |
23ai adds real-time failover triggers. |
Security & Auditing |
β οΈ Basic auditing |
β
Unified Auditing introduced |
β
GDPR-ready auditing features |
β
Blockchain tables, Data redaction AI |
23c introduces tamper-resistant audit trails. |
Cloud Integration (OCI, DBaaS) |
β Not cloud-enabled |
β οΈ Early support |
β
Oracle Cloud-native features |
β
Built for Autonomous & AI Cloud |
12c introduced multitenant, but full support begins with 19c. |
JSON / NoSQL Handling |
β None |
β οΈ Early JSON support |
β
Enhanced JSON & SODA APIs |
β
Duality Views, JSON Relational Mapping |
23c = hybrid relational + document DB. |
AI & ML Support |
β None |
β None |
β οΈ External ML only |
β
In-database ML & Vector Search |
23ai enables native model inference and vector search. |
Replication (Streams / GoldenGate) |
β
Streams / Basic GG |
β
GG Enhancements |
β
Fully integrated with GG |
β
JSON-aware, Secure replication |
Streams deprecated post-12c; use GG. |