Slide 5
Slide 5 text
RBAC suport for
MongoDB API
Point-in-time
restore
Continuous
backup
16MB limit per document
in API for MongoDB
Improved 30-day
free trial (GA)
Hierarchical
partition keys
Redistribute throughput
across partitions
Azure
Metrics Advisor
Azure Bot
Service
Azure Form
Recognizer
(Preview)
Azure OpenAI
(Preview)
Azure Cognitive Service
for Language
Command Line
Interface v2
(GA)
Responsible AI
Dashboard
(Preview)
AutoML
Managed Endpoints
(GA)
The Python
SDK v2
(Preview)
GA
SQL Managed Instance
Business Critical
service tier
Ledger feature
New JSON constructors
and ISJSON enhancements
Local development
environment
Updated input and output
bindings in Azure Functions
(Preview)
Microsoft Graph
Data Connect
Azure Synapse Link
for SQL
No code
stream processing
(Preview)
Flexible Server
for business-critical workloads (GA)
(Former Memory Optimized service tier)
Data Policy
for SQL DevOps
access provisioning
(Preview)
Data Estate Insights
(GA in July 1)
Capabilities for
Adobe Acrobat
Microsoft Graph API
for Purview Records
Management
Preview
Datamart
Auto-tuning
capability
(Preview)
New document
processing scenarios
Streamlining patient
Check-in
Vaccine verification
Insurance card
and vaccine card prebuilt models
Power Virtual Agents
integration
(Preview)
Microsoft
Graph
Microsoft Build 2022 Updates on Azure Data & AI at a glance
Open Source DB & NoSQL
AI & ML
Others
SQL Server Family
Created by Keisuke Takahashi, Contributed by Tomoyuki Oota (DATA)
Azure
Functions
Azure
Arc
PII detection
for conversations
Rebranded Text Summarization
to Document summarization
(Preview)
Conversation summarization
(Preview)
GA features
Custom text classification
Orchestration workflow
Custom Named Entity Recognition (NER)
Conversational language understanding
11 updates for
custom text classification
custom Named Entity Recognition (NER)
conversational language understanding
orchestration workflow
Data splitting controls
Ability to cancel training jobs
Custom deployments can be named.
You can have up to 10 deployments.
Ability to swap deployments
Enterprise readiness support
Auto labeling (preview) for
custom named entity recognition
Training modes for
conversational language understanding
Ability to use free (F0) tier
for Language resources
Updated service limits
Updated model life cycle to
add training configuration versions
Expanded regional availability
Data explorer
Model overview and
fairness assessment
Error Analysis
Model interpretability
Counterfactual What-If's
Causal analysis
Model
debugging
Business
decision
making
When
to use
How
to use
YAML
AML Studio
Python
Support for
natural language processing
Support for
image tasks
Generation of
model's training codes
Enhancements for
product integration
Enhancements for
MLOps
Preview
Guide
Guide
Tutorial
Guide
SKU
Monitoring
Guide
Training
Models
Configuring
AutoML
Building
ML Pipelines
Release
note
Guide
Install and
configuration
Managing ML
environment
Training
Models
MLflow
Tracking
Known limitations FAQ
Azure Synapse Link
for SQL Server 2022
(Preview)
Azure Synapse Link
for Azure SQL Database
(Preview)
Guide
Guide
Change feed
Management
Overview
Database Ledger
Considerations
and limitations
Announcement
Configuration
How-tos
Append-only
ledger tables
Updatable
ledger tables
Create & use
Verification for
tempering detection
New JSON constructors
ISJSON enhancements
JSON_OBJECT
JSON_ARRAY
JSON_PATH_EXISTS
ISJSON
Announcement
Concept
Configuration
Quickstart
Create database
project
Publish to the
local emulator
How-tos
Announcement
Overview
Input binding
Output binding
Announcement
Release note
What's new
Analytics
Availability
Security
Performance
Management
Language
Tools
SQL Machine
Learning Services
Azure Synapse Link for SQL
Object storage integration
Link to Azure SQL Managed Instance
Contained availability group
Distributed availability group
Improved availability groups
Improved backup metadata
Microsoft Defender for Cloud integration
Microsoft Purview integration
Ledger
Azure Active Directory authentication
Always encrypted with secure enclaves
New permissions & roles
Granular Dynamic data UNMASKing
Support for PFX certificates,
symmetric key enhancements,
and other crypto improvements
Support MS-TDS 8.0 protocol
Query Store on secondary replicas
Query Store hints
Memory grant feedback
In-memory OLTP management
Parameter sensitive plan optimization
XML compression
Improved optimization
System page latch concurrency enhancements
Buffer pool parallel scan
Degree of parallelism (DOP) feedback
Cardinality estimation feedback
Optimized plan forcing
Setup attached to Azure
Max server memory calculations
Accelerated Database Recovery (ADR) improvements
Improved snapshot backup support
Shrink database wait with low priority
Asynchronous auto update statistics concurrency
Backup and restore to S3 compatible object storage
CREATE STATISTICS
Time series functions
JSON functions
SELECT ... WINDOW clause
Resumable add table constraints
T-SQL functions
Azure Data Studio
Distributed Replay (separate download)
SQL Server Management Studio v19.0
SqlPackage.exe v19
VS Code v1.67
Announcement
Overview
Limitations
Features
Transparent
data encryption
HA
DR
Service tiers
Capabilities
...and more
New Burstable compute instances
for Azure Database for MySQL
- Flexible Server
Known issues
Burst capacity
FAQ
FAQ
FAQ
Merge
partiitions
1TB serverless
container capacity
Azure Teams
with Industry
Leaders
Meta
AMD
Hugging Face
Autoscale
streaming units
(Preview)
AzureML integration
(ML model as UDF)
(GA)
Microsoft Build 2022 Book of News
Microsoft Docs updates and news following the Microsoft
Build 2022 announcements! - Microsoft Tech Community
References
Distri Advisor
Multi-col
Distri table
New MERGE
command
(GA)
Cross-Subscription
Restore
Column-level
encryption
(GA)
13th Azure Data and AI Tech Lunch (Jun 9, 2022)
Microsoft Build2022 Data & AI (Jun 13, 2022)
Microsoft Build 2022 Recap Party!! (Jun 16, 2022)
Related events (in Japan)
Support for MongoDB data
in the Azure Cosmos DB
Linux desktop emulator
Azure
Cosmos DB
Azure
Applied AI
Services Azure
Cognitive
Services
Azure
Machine
Learning
Azure
Synapse
Analytics
SQL Server
2022
Azure Arc-
enabled data
services
Azure
Database for
MySQL
Microsoft
Purview
Stream
Analytics
Azure SQL
Database
Power BI
Microsoft
Build 2022
Updates
on Azure
Data&AI
Microsoft
Intelligent
Data
Platform