AWS Notes
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AWS Notes — Amazon Web Services Educational and Information Channel

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Forwarded from Svyatoslav Ustyugov
16 февраля поговорим возможностях облака AWS в области машинного обучения и искусственного интеллекта:
◉ Рассмотрим сервисы для внедрения функций искусственного интеллекта
◉ Познакомимся с Amazon SageMaker - управляемым сервисом для для разработчиков и специалистов по работе с данными. Данный сервис позволяет обучать и развёртывать модели машинного обучения.

Ждём!)

https://aws.softline.com/events/vvedenie-v-mlai-na-aws-obzor-osnovnyh-servisov-i-p
​​EC2 C6a instances powered by AMD Zen3:

https://aws.amazon.com/blogs/aws/new-amazon-ec2-c6a-instances-powered-by-3rd-gen-amd-epyc-processors-for-compute-intensive-workloads/

Compared to C5a instances, this new instance type provides:
▫️ Up to 15 percent improvement in compute price performance.
▫️ Up to 40 Gbps for Amazon Elastic Block Store (Amazon EBS).
▫️ Up to 50 Gbps for network bandwidth.

🔸 C6a instances are cheaper than C5a!
c5a.large $0.077 2 4 GiB EBS Only Up to 10 Gigabit
c6a.large $0.0765 2 4 GiB EBS Only Up to 12.5 Gigabit

#EC2 #AMD
Sub-Millisecond Read Latency for EFS:

https://aws.amazon.com/blogs/aws/amazon-elastic-file-system-update-sub-millisecond-read-latency/

◻️ Up until today, EFS latency for read operations (both data and metadata) was typically in the low single-digit milliseconds. Effective today, new and existing EFS file systems now provide average latency as low as 600 microseconds for the majority of read operations on data and metadata.
◻️ This performance boost applies to One Zone and Standard General Purpose EFS file systems. New or old, you will still get the same availability, durability, scalability, and strong read-after-write consistency that you have come to expect from EFS, at no additional cost and with no configuration changes.

#EFS
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Forwarded from Sysadmin Tools 🇺🇦
How To Verify Cosigned Container Images In Amazon ECS

https://blog.chainguard.dev/cosign-verify-ecs/

#ecs #aws #amazon #container
​​New AWS Local Zones

Europe has received 12 new AWS Local Zones, South America - 5, India - 4, North America - 3, Africa - 2, Australia - 2, Canada - 2:

https://aws.amazon.com/about-aws/global-infrastructure/localzones/locations/

And we have three AWS Local Zones without an AWS Region, so we can expect a new AWS Region to appear in Vietnam, as it was in my prediction about the new CloudFront Edges.

AWS Region related to the new AWS Local Zone
🔸 City, Country

Canada Central
🔸 Toronto, Canada
🔸 Vancouver, Canada

Cape Town
🔸 Johannesburg, South Africa
🔸 Nairobi, Kenya

Frankfurt
🔸 Amsterdam, Netherlands
🔸 Berlin, Germany
🔸 Munich, Germany
🔸 Prague, Czech Republic
🔸 Vienna, Austria
🔸 Warsaw, Poland

Hyderabad
🔸 Bengaluru, India
🔸 Chennai, India
🔸 Kolkata, India

Milan
🔸 Athens, Greece

Mumbai
🔸 Delhi, India

N. Virginia
🔸 Bogotá, Colombia
🔸 Buenos Aires, Argentina
🔸 Lima, Peru
🔸 Santiago, Chile

Paris
🔸 Brussels, Belgium

Stockholm
🔸 Copenhagen, Denmark
🔸 Helsinki, Finland
🔸 Oslo, Norway

Sydney
🔸 Auckland, New Zealand
🔸 Brisbane, Australia

Spain
🔸 Lisbon, Portugal

Melbourne
🔸 Perth, Australia

Ohio
🔸 Querétaro, Mexico

Sao Paulo
🔸 Rio de Janeiro, Brazil

Without AWS Region
🔸 Bangkok, Thailand
🔸 Hanoi, Vietnam
🔸 Manila, Philippines

Interestingly that 4 out of 5 new Local Zones in South America belong to the N.Virginia AWS Region.

#AWS_Region
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CloudWatch Container Insights for EKS Fargate using ADOT (AWS Distro for OpenTelemetry):

https://aws.amazon.com/blogs/containers/introducing-amazon-cloudwatch-container-insights-for-amazon-eks-fargate-using-aws-distro-for-opentelemetry/

▫️ This blog presented an overview of the design of the ADOT Collector for EKS Fargate with support for CloudWatch Container Insights and demonstrated its deployment and metrics collection from workloads on an EKS Fargate cluster.
▫️ A single collector instance is able to discover all the worker nodes in an EKS cluster through the use of Kubernetes service discovery and collect metrics from them by using the Kubernetes API server as a proxy for the kubelet on worker nodes.
▫️ EKS customers will now be able to collect system metrics such as CPU, memory, disk, and network usage from workloads that are deployed to an EKS Fargate cluster and visualize them in CloudWatch dashboards, providing the same experience as CloudWatch agent.

#CloudWatch
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​​Multiple applications on EKS using a single ALB:

https://aws.amazon.com/blogs/containers/how-to-expose-multiple-applications-on-amazon-eks-using-a-single-application-load-balancer/

▫️ In this blog post, we demonstrated, in a step-by-step procedure, how to implement a microservices architecture in a simple and cost-effective way using EKS with a single ALB.
▫️ If you wish, you could also achieve the same results by using several Ingress objects pointing to the same ALB using the annotation “alb.ingress.kubernetes.io/group.name”. In this case, you would create individual Ingresses and add a common name to this annotation.
▫️ By using this approach, different teams can be completely independent from each other because they can deploy and manage their own services and ingresses while relying on the ALB.

#EKS #ALB
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​​Weekly Summary on AWS (February 13-19)

🔸 Backup for S3 + general availability 💪
🔸 Braket + 80-qubit
🔸 Budgets + Auto-adjusting 👍
🔸 CloudWatch Container Insights + EKS Fargate using ADOT
🔸 CodeGuru Reviewer
Detector Library
Security detectors for Log-Injection Flaws ⚠️
Example repositories for Java and Python
🔸 EC2 C6a instances 🎉
🔸 EFS + sub-millisecond read latencies 💥
🔸 Firewall Manager + versioning for WAF managed rule group
🔸 MQ for RabbitMQ version 3.9.13
🔸 OpsWorks for Chef Automate version 20220103112354
🔸 RDS for MariaDB + delayed replication
🔸 Redshift
Concurrency Scaling + automatic WLM
UNLOAD command for JSON
Cross-regions data sharing
🔸 Security Hub + 13 new controls
🔸 Transfer Family + banners
🔸 WAF Fraud Control + Account Takeover Prevention 🔥
🔹 s2n-quic 👀

#AWS_week
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AWS WAF Account Takeover Prevention

На прошлой неделе было несколько анонсов без официальных блогов, но при этом весьма интересные фичи, одна из них ATP (AWS WAF Account Takeover Prevention).

Детальное видео о том, что это и как пользоваться:

https://www.youtube.com/watch?v=adpT3ir_bUY

Ссылка на документацию:

https://docs.aws.amazon.com/waf/latest/developerguide/aws-managed-rule-groups-atp.html

#WAF
AWS SAM CLI + TypeScript:

https://aws.amazon.com/blogs/compute/building-typescript-projects-with-aws-sam-cli/

This post reviews several new features that can improve the development experience for TypeScript developers. I show how to create a sample TypeScript project using sam init. I build and deploy a TypeScript project using the AWS SAM CLI. I show how to use AWS SAM Accelerate with your TypeScript project. Last, I measure the impact of bundling, tree shaking, and minification on a sample project.

#SAM #TypeScript
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Тримайтеся! 🇺🇦 Все буде гаразд.
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​​Weekly Summary on AWS (February 20-26)

🔸 Amplify + The Authenticator UI Library for Flutter
🔸 AppSync + custom response headers
🔸 App Mesh + Agent for Envoy
🔸 App Runner + Java
🔸 Billing + Payment Profiles
🔸 CloudWatch Agent
Configurable Log Group Retention
NVIDIA GPU Metrics
🔸 Connect Customer Profiles + high-volume ingestion of customer data
🔸 EC2 Auto Scaling Warm Pools + hibernating and returning instances to Warm Pools on scale-in
🔸 Firewall Manager + AWS Network Firewall Centralized Deployment Model
🔸 Glue Job Run Insights
🔸 Glue DataBrew + choose single or multiple output files
🔸 Glue Schema Registry + Protobuf
🔸 Lambda + .NET 6
🔸 QuickSight’s new community hub
🔸 RDS for MariaDB + IAM authentication
🔸 Redshift + PIVOT and UNPIVOT SQL operators
🔸 S3 + additional checksum algorithms
🔸 SageMaker + 322 popular ML models
🔸 SAM CLI + TypeScript
🔸 Transfer Family + enhancements to workflows
🔹 NICE DCV version 2022.0 and Web Client SDK version 1.1.0

#AWS_week
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Forwarded from Svyatoslav Ustyugov
Ждём всех желающих погрузиться в AI сервисы AWS. Сделаем небольшой обзор на каждый из семейства AI сервис и научимся решать практические задачи в онлайне вместе с нашими архитекторами.

Какие AI сервисы мы изучим на AWS Интенсиве? 
Amazon Rekognition
Amazon Comprehend
Amazon Forecast 
Amazon Translate
и другие

Ждём!


https://softline.ru/events/sem_2022_ai_servisy_220301?tab=program&utm_source=emailBDM&utm_medium=mail&utm_campaign=5821-AI
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​​SCP Best Practices

🔹 Deny list strategy
🔹 Allow list strategy

🔹 https://aws.amazon.com/blogs/mt/codify-your-best-practices-using-service-control-policies-part-1/

🔸 Organizational Units

🔸 https://aws.amazon.com/blogs/mt/best-practices-for-organizational-units-with-aws-organizations/

▪️ Deny Changes to CloudWatch monitors
▪️ Deny Changes to CloudWatch Logs
▪️ Deny Changes to Config
▪️ Deny accounts from leaving the organization
▪️ Deny all actions
▪️ Deny access to IAM with role exception
▪️ Deny actions outside approved regions
▪️ Deny ability to pass IAM roles
▪️ Deny changes to GuardDuty
▪️ Deny changes to AWS Budget Actions
▪️ Limit changes to Cost Anomaly Detection, except when using a specific IAM Role

▪️ https://aws.amazon.com/blogs/mt/codify-your-best-practices-using-service-control-policies-part-2/

☮️

#SCP #security #best_practices
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#машины_aws

Я продолжаю издеваться на Code* сервисами… Хотя скорее они надо мной.

В этой части разбираюсь с поведением CodeDeploy в Blue/Green развертываниях, а так же с тем, что не умеет CodePipeline и CDK.

Ваше прокрастинационное чтиво.
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​​Weekly Summary on AWS (February 27 - March 5)

🔸 Aurora PostgreSQL + cipher suites
🔸 AWS Health Dashboard
🔸 Billing
Customer Carbon Footprint Tool
Chinese yuan payments
🔸 CloudFormation + AWS::MSK::BatchScramSecret
🔸 CloudWatch Container Insights + Helm chart using ADOT
🔸 Detective + wildcard & CIDR
🔸 FinSpace + AWS SDK and CLI
🔸 FIS (Fault Injection Simulator)
Stop ECS tasks
Sending logs to CloudWatch Logs or S3
🔸 FSx for OpenZFS
LZ4 compression
Record size
🔸 GameLift + three updates to FlexMatch
🔸 IoT SiteWise + IoT Application Kit
🔸 Kendra + spell checker for queries
🔸 Keyspaces (Cassandra) + AWS SDK
🔸 PrivateLink + AWS Backup
🔸 RDS for MySQL & PostgreSQL + Multi-AZ Deployment Option With Two Readable Standby Instances
🔸 RDS for Oracle + ALLOW_WEAK_CRYPTO* parameters
🔸 SageMaker Serverless and Asynchronous Inference + SageMaker Python SDK
🔸 Trusted Advisor Priority

🔹 Aurora PostgreSQL 13.5, 12.9, 11.14, and 10.19
🔹 AWS JDBC Driver for MySQL v1.0.0
🔹 AWS QnABot version 5.1.1
🔹 Data Provider for SAP + 4.1 (JDK11 r6i/m6i instances)
🔹 MGN (AWS Application Migration Service) + Windows Server 2003, 2008, 2022, and Windows 10
🔹 MQ for RabbitMQ + 3.8.27
🔹 RDS for MariaDB + 10.6.7, 10.5.15, 10.4.24, 10.3.34, 10.2.43
🔹 RDS for Oracle + October 2021 PSU

#AWS_week
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