Re:cap día 2 del Aws Re:Invent 2023 - AWS UG Chile

Speakers day 2
Fabian Almanzar
Tech Lead Support
Rodrigo Conde
Cloud Engineer
Franco Baldini
Cloud Architect
Fernando Castillo
Principal Engineer / Proserve Manager
AWS Community Builder
Alvaro Garcia
Data Lead
Diego Mujica
Cloud Architect
Ysabel Troconis
Cloud Support Engineer
AWS Community Builder
UG Leader

Agenda day 2
• Cloud Operations
• Databases
• Storage
• Generative AI

Cloud Operations
Fabian Almanzar

A new experience in the AWS
Management Console that makes it
easier to manage and monitor the cost,
health, security posture, and
performance of your applications.
myApplications: One
place to view and manage
your applications on AWS
GENERALLY AVAILABLE

Related Services
myApplications makes use of
the following services:
• AppRegistry
• AppManager
• Amazon CloudWatch
• Amazon EC2
• AWS Lambda
• AWS Resource Explorer
• AWS Security Hub
• Systems Manager
• AWS Service Catalog
• Tagging
Pricing
myApplications on AWS is
offered at no additional
charge.
There are no set-up fees or
upfront commitments.
Usage charges for the
underlying resources and
services that the
myApplication dashboard
summarizes still apply at
published rates for those
resources.
Supported Regions
US East (Ohio)
US East (N. Virginia)
US West (N. California)
US West (Oregon)
Asia Pacific (Mumbai)
Asia Pacific (Osaka)
Asia Pacific (Seoul)
Asia Pacific (Singapore)
Asia Pacific (Sydney)
Asia Pacific (Tokyo)
Canada (Central)
Europe (Frankfurt)
Europe (Ireland)
Europe (London)
Europe (Paris)
Europe (Stockholm)
South America (São Paulo)

myApplications:
Example 1
The Application summary widget
displays the name, description, and
tag so you know which application
you are working on. The Cost and
usage widget visualizes your AWS
resource costs and usage from AWS
Cost Explorer, including the
application’s current and forecasted
month-end costs, top five billed
services, and a monthly application
resource cost trend chart. You can
monitor spend, look for anomalies,
and click to take action where
needed.
GENERALLY AVAILABLE

myApplications:
Example 2
The DevOps widget summarizes
operational insights from AWS
System Manager Application
Manager, such as fleet management,
state management, patch
management, and configuration
management status so you can assess
compliance and take action.
GENERALLY AVAILABLE

Amazon CloudWatch now supports data querying
from multiple sources, enabling you to gain visibility
across your hybrid and multicloud metrics in a single
view. With this feature, you can consolidate and
visualize metrics from sources such as Amazon
OpenSearch Service, Amazon Managed Service for
Prometheus, Azure Monitor, your own custom data
sources, and query those metrics in real time,
increasing visibility into your application health and
helping you resolve critical events faster.
CloudWatch now supports
hybrid and multicloud
metrics querying and
alarming
GENERALLY AVAILABLE

CloudWatch now supports
hybrid and multicloud
metrics querying and
alarming
GENERALLY AVAILABLE

CloudWatch Application Signals provides standardized metrics such as volume,
latency, and errors for each of your applications with pre built dashboards. In as
few as three clicks, you can spot anomalies, drill into the most important metrics,
and identify the root cause of issues with correlated metrics logs and traces.
Using Application Signals, you can also create Service Level Objectives (SLOs) to
focus on metrics with high business impact, helping you prioritize critical issues and
continuously fine-tune your SLOs to better correlate with business KPIs. To speed
up root cause identification, Application Signals provides a comprehensive view of
application performance, integrating additional performance signals from
CloudWatch Synthetics, which monitors critical APIs and user interactions, and
CloudWatch RUM, which monitors real user performance.
Observe your
applications with
Amazon CloudWatch
Application Signals
IN PREVIEW

Observe your applications with Amazon CloudWatch
Application Signals
IN PREVIEW

A new log class for cost-effectively consolidating all
your logs natively on AWS, helping to improve visibility
into your overall application health. CloudWatch Logs
IA offers a subset of CloudWatch Logs' capabilities
including managed ingestion, cross-account log
analytics, and encryption with a lower per GB ingestion
price making Logs IA ideal for ad-hoc querying and
after-the-fact forensic analysis on infrequently
accessed logs.
Amazon CloudWatch Logs
announces Infrequent
Access log class
GENERALLY AVAILABLE

announces Infrequent
Access log class
GENERALLY AVAILABLE
Standard $0.50 per GB
Infrequent Access $0.25 per GB
Store (Archival) $0.03 per GB
Analyze (Logs Insights queries) $0.005 per GB of data scanned
Detect and Mask (Data Protection) $0.12 per GB of data scanned
Analyze (Live Tail) $0.01 per minute
Collect (Data Ingestion) - Price comparison (us-east-1)

Infrequent Access log class
GENERALLY AVAILABLE

AWS Systems Manager Automation enables you to
automate routine operations tasks using runbooks.
Starting today, developers can author and edit
runbooks using a low-code visual design experience.
Simply drag and drop Automation actions and AWS
APIs onto a canvas and connect them together as
steps to visualize your runbook logic. The visual design
experience pre-populates parameters and validates
actions in real time so you can build with confidence
and efficiency.
AWS Systems Manager
Automation makes it
easier to author runbooks
with new low-code visual
design experience
GENERALLY AVAILABLE

AWS Systems Manager Automation
new low-code visual design experience
GENERALLY AVAILABLE

AWS Control Tower announce 65 new AWS-managed controls and
enhanced Region deny capabilities to help you meet your digital
sovereignty requirements. With this release, you can discover 245+
controls under a new digital sovereignty group in the AWS Control
Tower console. You can use these controls to help prevent actions,
enforce configurations, and detect resource changes for data
residency, granular access restriction, encryption, and resiliency
capabilities.
AWS Control Tower
announces 65 new
controls
GENERALLY AVAILABLE
For a list of available controls, see the AWS Control Tower control library.

Databases
Diego Mujica

Managed horizontal scale-out beyond
the limits of a single database instance
Amazon Aurora
Limitless Database
IN PREVIEW

Amazon Aurora
Limitless Database
IN PREVIEW

Serverless Amazon ElastiCache
configuration for Redis and
Memcached
Amazon ElastiCache
Serverless
GENERALLY AVAILABLE

Amazon ElastiCache
Serverless
GENERALLY AVAILABLE

Zero-ETL integrations
with Amazon Redshift
Amazon Aurora
PostgreSQL
Amazon RDS
for MySQL
Amazon
DynamoDB
AVAILABLE IN PREVIEW

Zero-ETL integrations
Amazon
OpenSearch
with
Amazon S3
Amazon
DynamoDB
with
Amazon OpenSearch
Amazon Athena
with
AWS CloudTrail
DataLake
AVAILABLE IN PREVIEW

Storage
Franco Baldini

The fastest cloud object storage class
for performance-critical applications
Millions of access requests per
minute with single-digit millisecond
latency
New bucket type, pinned to the
Availability Zone of your choice
Amazon S3
Express One Zone

Amazon S3 Access Grants integrate
with identity providers to simplify
data lake permissions
New updates automatically
accelerate Amazon S3 data transfer
for ML training
Amazon S3

New Archive storage class optimized
for long-lived file data that is
accessed a few times a year or less
Infrequent Access storage class price
reduction by 36%
Now supports up to 250,000 read
and up to to 50,000 write IOPS per
file system
Amazon EFS

Now supports failback
Easier and more cost-effective to
synchronize changes between EFS
file systems after Disaster Recovery
(DR) and other failover events
Available in all commercial AWS
Regions and the AWS GovCloud (US)
Regions
Amazon EFS
Replication

Easily and efficiently transfer
incremental point-in-time snapshots
of your volumes between file
systems
Sub-millisecond latencies and up to
10 GB/s of throughput
Amazon FSx for
OpenZFS

Now supports automatic archival
of EBS Snapshots into the EBS
Snapshot Archive
AWS Backup

Generative AI
Alvaro Garcia
Rodrigo Conde

The
Generative
AI Stack
Amazon Q Amazon Q in
Amazon QuickSight
Amazon Q in
Amazon Connect
Amazon
CodeWhisperer
GPUs Inferentia
Trainium SageMaker
EC2 Capacity
Blocks
Neuron
UltraClusters EFA Nitro
Amazon Bedrock
Guardrails Agents Customization capabilities

Amazon Q
Rodrigo Conde

• It's your business expert
• It's your expert assistant for building on AWS
• It's in Amazon Connect
Amazon Q
New generative
AI-powered assistant
PREVIEW

Amazon Q
Your business expert
IN PREVIEW

Amazon Q
How to tailor Amazon Q to
your business
IN PREVIEW

Amazon Q
your business
1. Create application
IN PREVIEW

Amazon Q
your business
2. Select Retriever
IN PREVIEW

Amazon Q
your business
3. Connect Data sources
IN PREVIEW

Amazon Q
your business
4. Add plugin
IN PREVIEW

Amazon Q
Example: Slack integration
IN PREVIEW

Amazon Q
Offers help to optimize EC2
instance type selection
IN PREVIEW

Amazon Q now
supports Chatbot
Chatbot now supports
Amazon Q conversations in
Microsoft Teams and Slack
IN PREVIEW

Amazon Q in
Quicksight
Simplifies data exploration
with Generative BI
capabilities
IN PREVIEW

Amazon Q in
Connect
Offers generative AI
powered agent assistant in
real-time
IN PREVIEW

Amazon Q
generative SQL
Now available in Amazon
Redshift Query Editor
IN PREVIEW

Customization capabilities
Support for CloudFormation (YAML,
JSON), AWS CDK (TypeScript, Python),
and Hashicorp Terraform (HCL)
Available in Visual Studio (in preview)
Amazon
CodeWhisperer
New enhancements

IA : Tools and Hardware
Alvaro Garcia

• Simplify AWS resource queries with generative
AI natural language.
• Empower non-coders for faster data exploration
and incident investigations.
• Preview available in select AWS Regions for
simplified AWS Config queries.
AWS Config
AI-Powered Natural
Language Querying
PREVIEW

• Generate queries effortlessly with AI-powered
natural language.
• Simplify observability data insights in
CloudWatch Logs and Metrics.
• Available for preview in select AWS Regions for
query generation.
Amazon CloudWatch
AI-Powered Natural
Language Query
Generation
PREVIEW

• Lambda code scanning now includes AI-
powered remediation.
• Automated code patches for security
vulnerabilities in AWS Lambda.
• Available in 10 AWS Regions for enhanced
vulnerability management.
Amazon Inspector
Lambda Code Scanning
with AI-Powered
Remediation
GENERALLY AVAILABLE

• Amazon Detective now offers finding group
summaries for accelerated security
investigations.
• Detective uses generative AI to provide natural
language insights on security events.
• Available in multiple AWS commercial Regions,
making it accessible for global users.
Amazon Detective
Security Investigations with
AI-Generated Finding
Group Summaries
GENERALLY AVAILABLE

• Move from AWS Console prototyping to
production code effortlessly.
• Generate reusable code snippets in your
preferred language.
• Boost automation pipelines and deployment
with AWS Console-to-Code.
• No need to choose between Console or
Infrastructure-as-Code (IaC)
AWS Console-to-Code
Effortless Code Generation
PREVIEW

• Enhance recommendations with generative AI
thematic connections.
• Create engaging taglines for personalized
browsing experiences.
• Easily enable theme generation in batch
inference jobs with Amazon Personalize.
Amazon Personalize
Content Generator for
Thematic
Recommendations
GENERALLY AVAILABLE

• Boost agent productivity with AI-powered call
summarization.
• Automatically condense call interactions for
faster issue resolution.
• Available in select AWS Regions with Amazon
Transcribe Call Analytics.
Amazon Transcribe
Call Analytics Introduces
Generative Call
Summarization
PREVIEW

• Automate FAQs with QnAIntent for more
relevant bot responses.
• Connect Lex bots to company data for accurate
customer support.
• Available in preview for text and voice channels
with Amazon Connect.
Amazon Lex
QnAIntent for
Conversational FAQs
PREVIEW

• Amazon Lex introduces Descriptive Bot Builder,
powered by Generative AI, for effortless bot
creation.
• Developers can describe bot tasks in natural
language, and Lex generates sample intents,
slots, and utterances.
• Available in select AWS regions, this feature
streamlines bot development with Amazon
Bedrock foundation models.
Amazon Lex
Descriptive Bot Builder with
Generative AI
PREVIEW

• Utterance generation expedites bot
development with AI-generated training data.
• Leverage Amazon Bedrock models for quick,
editable training utterances.
• Available in English language, accessible to
Amazon Connect and Bedrock users.
Amazon Lex
Utterance Generation
PREVIEW

• AWS HealthScribe automates clinical
documentation from patient-clinician
conversations.
• Generative AI for healthcare with built-in
security and privacy.
• Effortlessly integrate AI-driven clinical notes into
healthcare applications.
AWS HealthScribe
Generative AI-Powered
Clinical Documentation
PREVIEW

• Generative AI enhances data catalog with
comprehensive descriptions.
• Simplify data discovery and analysis with
contextualized information.
• Available in preview for Amazon DataZone
domains in select AWS Regions.
Amazon DataZone
AI-Powered Data
Description
Recommendations
PREVIEW

• Generative AI streamlines unified customer
profile creation in Amazon Connect.
• Seamlessly organize and combine data from
multiple sources.
• Available in various AWS Regions for enhanced
customer experiences.
Amazon Connect
Generative AI-Powered
Customer Data Mapping
PREVIEW

Amazon Bedrock
Alvaro Garcia

Amazon Bedrock
The easies way to build and scale
generative AI applications with LLMs
and other foundation models
Broad choice of foundation models
Customize foundation models using
your organization’s data
Enterprise-grade security and privacy

Amazon Bedrock
Summarization, complex
reasoning, writing, coding
Claude
Contextual answers,
summarization,
paraphrasing
Jurassic
High-quality images
and art
Stable Diffusion
Text generation,
search, classification
Command + Embed
Q&A and reading
comprehension
Llama 2
Text summarization,
generation, Q&A,
search
Amazon Titan
200K token context window
2x reduction in hallucination rate
25% cost reduction on Bedrock
Claude 2.1
Supports large-scale tasks,
like language-modeling
and dialogue systems
Llama 2 70B
NE W
NEW

Amazon Titan Foundation Models
TITAN TEXT
EMBEDDINGS
Translates text into
numerical
representations
TITAN IMAGE
GENERATOR
Generate
realistic, studio-
quality images
IN PREVIEW
TITAN
MULTIMODAL
EMBEDDINGS
Search,
recommendation,
personalization
TITAN TEXT
LITE
Summarization,
copywriting,
fine-tuning
TITAN TEXT
EXPRESS
Open-ended text
generation,
conversational chat,
RAG support
N E W
NEW
NEW

Fine-tuning Cohere Command Lite,
Meta Llama 2, Amazon Titan Text
Lite & Express generally available
Fine-tuning Anthropic Claude
coming soon
Continued pre-training for Amazon
Titan Text Lite & Express in preview
Amazon Bedrock
customization capabilities

Cat
Kitten Old
Felin
e
Puppy Dog
Young
Canine
Vectors are critical for
customizing generative AI
applications

Amazon DocumentDB now supports
vector search
Store, index, and search millions of
vectors with millisecond response
times
Vector support for
Amazon DocumentDB
GENERALLY AVAILABLE

Redis Enterprise
Cloud
Vector Engine For
Amazon OpenSearch
Serverless
C O M I N G S O O N
MongoDB
Pinecone Amazon
Aurora
C O M I N G S O O N
Vector databases for Amazon Bedrock

Enable generative AI applications to
take actions in just a few clicks
Break down and orchestrates tasks
and executes API calls on your behalf
Securely access and retrieve
company data
Agents for
Amazon Bedrock
Execute multi-step tasks across company
systems and data sources
GENERALLY AVAILABLE

Resolving tasks with Agents for Amazon Bedrock
COMPLETES
TASK
REQUEST
AMAZON
BEDROCK
AGENT
FM
Generate a
sequence of steps
FM EXECUTES
PLAN
1 2 3
Information
needed
APIs to call and
when to call them

• Preview of Guardrails for Amazon Bedrock
enhances AI application safety.
• Customize safeguards for tailored user
experiences and responsible AI.
• Available in preview for English content across
text-based FMs.
Amazon Bedrock
Guardrails for Enhanced
Generative AI Safety
GENERALLY AVAILABLE

• Knowledge Bases for Amazon Bedrock enhances
FM responses with contextual company data.
• Simplify Retrieval Augmented Generation (RAG)
with fully managed knowledge bases.
• Available in the US East (N. Virginia) and US
West (Oregon) regions.
Amazon Bedrock
Fully Managed Knowledge
Bases
GENERALLY AVAILABLE

• Amazon Bedrock now enables batch processing
for prompt responses.
• Efficiently evaluate foundation models and
analyze responses in batches.
• Batch processing is available in all Amazon
Bedrock regions with the same pricing as On-
Demand mode.
Amazon Bedrock
Batch Inference Support
GENERALLY AVAILABLE

Evaluate, compare, and select the best
foundation model for any use case
Model Evaluation on
Amazon Bedrock
IN PREVIEW

Easily configure harmful
content filtering
Apply your guardrails to any
foundation model or agent
Redact personally identifiable
information (PII) in model
responses (coming soon)
Guardrails for
Amazon Bedrock
IN PREVIEW
Safeguard your generative AI applications
with your custom responsible AI policies

• Reduces foundation model training time by up
to 40%.
• It eliminates the complexity of setting up and
managing infrastructure for large-scale
distributed training.
• Automatically handles hardware failures,
ensuring uninterrupted training with checkpoint
recovery.
Amazon SageMaker
HyperPod: Distributed
Training Made Easy
GENERALLY AVAILABLE

• Simplifies ML model building and predictions
without requiring coding skills.
• Adapt foundation models (FMs) to specific use
cases.
• Provides performance metrics to help users
evaluate and fine-tune their models for optimal
results.
Amazon SageMaker
Enhance ML Models with
Canvas
GENERALLY AVAILABLE

• Amazon SageMaker Canvas introduces natural
language instructions for data exploration and
preparation within a no-code environment.
• Users can interact with data, ask questions,
visualize features, and transform data using
natural language queries powered by Amazon
Bedrock.
• Guided prompts and ad-hoc questions help
users understand data features, identify outliers,
and preview transformations before building ML
models.
Amazon SageMaker
Natural Language Data
Prep
GENERALLY AVAILABLE

AWS AI Service Cards
Advance responsible AI
GENERALLY AVAILABLE
• AWS unveils AI Service Cards for transparent AI
services.
• New cards offer insight into responsible AI
design.
• Continued refinement based on customer
feedback and community input.

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Q&A

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•Data Engineer
•Cloud Support

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