Oracle DatabaseWorld: AI Edition 2024
2024-05-14..2024-05-23
-- online --
[Oracle DatabaseWorld 2021, Oracle DatabaseWorld 2022, Oracle DatabaseWorld: AI Edition 2024]
who it's for
database administrators, application developers, data engineers, machine learning engineers, cloud architects, site reliability engineers, security engineers
topics
vector data type; AI vector search in SQL; in-database AutoML; natural language to SQL (Select AI); vector replication with GoldenGate; True Cache read replica; JSON relational duality views; SQL property graph views; Autonomous Database autoscaling; SQL firewall allow-list; Exadata vector query offload; APEX low-code AI apps
| title | author | length |
|---|---|---|
| Improve Your Data Strategy with Database 23ai | Kay Malcolm | 20m |
Oracle Database 23ai adds an actual vector data type so embeddings live in the database and run similarity searches alongside relational predicates, avoids… | ||
| AI for Data Made Simple | Juan Loaiza | 23m |
Oracle announces Oracle Database 23ai with over 300 new major features and thousands of enhancements, embedding machine learning, vector search and generative… | ||
| Use AI Vector Search to Build GenAI Apps with Enterprise Data | Aurosish Mishra | 27m |
Oracle Database 23ai adds built-in AI Vector Search so you can generate embeddings with ONNX models via the VECTOR_EMBEDDING SQL function, store them in a new… | ||
| Build Low-Code AI-Powered Apps with APEX | Jayson Hanes | 23m |
Builds a cloud mobile social‑media app that adds an AI image search: uses APEX + Oracle Cloud AI Services via REST Data Sources, stores Vision AI JSON tags… | ||
| Accelerate AppDev with Database 23ai | Gerald Venzl | 19m |
Oracle Database 23ai adds a native vector column type and a vector distance function so applications run similarity search directly in SQL, avoiding external… | ||
| Distributed AI Processing with GoldenGate 23ai | Nick Wagner | 27m |
Oracle GoldenGate 23ai adds vector replication across Oracle 23ai and third‑party stores, direct mapping of database functions from Replicat, and real‑time… | ||
| JSON Relational Duality Views in Database 23ai | Julian Dontcheff | 19m |
Oracle Database 23ai implements JSON Relational Duality Views that store data as normalized rows while exposing hierarchical JSON documents for access and… | ||
| Build Natural Language-Powered Apps with Select AI | Marty Gubar | 23m |
Autonomous Database adds a new SQL keyword that lets natural language questions run as queries, returning real SQL and results (example: "top 10 streamed… | ||
| Accelerate Application Response Times with True Cache | Shailesh Dwivedi | 15m |
An in-memory SQL and object cache that automatically synchronizes with an Oracle database, removing app-side load/invalidation code and third-party caches. It… | ||
| High Availability and Disaster Recovery Smart Features | MARKUS MICHALEWICZ | 24m |
Oracle Database 23ai delivers concrete HA/DR mechanics: Blocker Resolver auto‑tunes using moving averages to detect and resolve hangs across ASM and DB layers… | ||
| Simplify Property Graphs Using SQL with Database 23ai | Melli Annamalai | 25m |
Oracle Database 23ai adds SQL:2023 graph syntax that creates a graph view (no data copy) over tables so queries like “is account A connected to B in 1–3 hops”… | ||
| Automate Data Management with Autonomous Database | Keith Laker | 24m |
Autonomous Database auto-scales compute up to three times a chosen baseline and bills compute per second, supports elastic pools for hundreds of databases, and… | ||
| Autonomous Database Data Studio | Mike Matthews | 27m |
Data Studio links to an AWS Glue catalog and auto-creates external tables over about 20 datasets, loads 24 CSV files from OCI into a single CUSTSALES table… | ||
| AppDev with Machine Learning and AutoML | Marcos Araneibia | 31m |
Builds a churn prediction for a fictional MovieStream service inside an Autonomous Database using the AutoML UI, which auto-selects algorithms, samples… | ||
| Multicloud Development with Microsoft Azure and Oracle Database Cloud | Tammy Bednar | 18m |
Oracle and Microsoft interconnect regions so Oracle databases run inside Azure regions using OCI-Azure Interconnect (claimed by over 400 customers) and a… | ||
| Build Global-Scale Apps Using Globally Distributed Autonomous Databases | Shailesh Dwivedi | 19m |
A globally distributed database that actually moves petabytes and millions of ops, not just marketing fluff: BlueKai runs 1 million transactions per second on… | ||
| Protect Against Common Database Attacks with SQL Firewall | Bettina Schäumer | 25m |
Oracle embeds the Oracle SQL Firewall in the Database 23ai kernel and enforces an allowlist of approved SQL statements and the ability to enforce connection… | ||
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