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Amazon Web Services (AWS) is a comprehensive and widely adopted cloud platform offered by Amazon
Regularly create snapshots of EBS volumes to back up data and enable recovery
S3 outage served as a reminder of the complexities involved in managing large-scale cloud services and the importance of robust architectural design, monitoring, and communication
AWS Config provides a detailed inventory of AWS resources such as EC2, S3, RDS, IAM roles, and tracks their configuration changes over time
Ideal for workloads with variable CPU usage patterns, such as web servers, development environments, and small databases
Amazon S3 Infrequent Access (S3 IA) Storage Class provides a cost-effective way to store data that is accessed less often but requires rapid access when needed
Use tools like AWS CloudFormation or Terraform for automated provisioning and scaling
Macie monitors for sensitive data, such as PII, across S3 buckets and establishes access baselines to help detect unusual activity, such as data access or sharing patterns
outage highlighted the need for redundancy in architecture
CPU credits are a mechanism used to manage and allocate CPU performance for burstable instances
Integrates with AWS Identity and Access Management (IAM) for fine-grained access control
AWS Reserved Instances (RIs) offer significant savings over On-Demand pricing by committing to use AWS services for a one-year or three-year term
AWS Control Tower helps set up and govern multi-account AWS environments, especially helpful for enterprises that manage several AWS accounts
Benefits of a Data Lakehouse Platform
S3 IA offers lower storage costs compared to the S3 Standard storage class
Use AWS Command Line Interface (CLI) or SDKs for programmatic management of RIs
Data Lakehouse platform combines elements of both data lakes and data warehouses to provide a unified approach to storing, managing, and analyzing large volumes of structured and unstructured data
AWS Chalice is a Python framework for writing serverless applications that integrates with AWS Lambda and API Gateway
AWS Identity and Access Management (IAM)
Amazon Elasticsearch Service (now called Amazon OpenSearch Service) is a managed service that simplifies the deployment, operation, and scaling of Elasticsearch clusters in the AWS Cloud
Ultimate Guide to Saving Money with AWS Reserved Instances (RIs)
AWS handles the operational aspects of running Elasticsearch, including provisioning, patching, and backups
AWS provides a vast ecosystem of cloud services that cater to a wide range of business needs, from computing and storage to machine learning and analytics
outage was caused by a single operational mistake in the S3 service's management
Simplified data flows between SaaS apps and AWS services with built-in security
Amazon S3 Infrequent Access (S3 IA) Storage Class is designed for data that is less frequently accessed but still needs to be retained for long periods
AWS CloudFormation is a service that provides infrastructure as code (IaC) to define and provision AWS infrastructure
Starting AWS monitoring with minimal setup and no manual intervention is achievable using automated services and integrations within AWS
AWS provides several out-of-the-box monitoring and analytics solutions for popular services, offering insights into performance, security, and cost without requiring custom configuration
AWS Config begins tracking AWS resources and their configurations immediately
AWS (Amazon Web Services) offers a comprehensive suite of cloud services that enable businesses to operate efficiently, scale dynamically, and innovate rapidly
outage stressed the need for robust monitoring tools to alert teams of problems before they escalate
AWS provides a range of services and tools to analyze large amounts of data, from raw data processing to complex analytics and machine learning
AWS Cost Explorer Track usage and costs to ensure youre leveraging your Savings Plans effectively
Amazon OpenSearch Service (formerly Amazon Elasticsearch Service) provides a powerful, scalable, and managed solution for search, analytics, and monitoring
Auto-discovering AWS services and resources is crucial for managing cloud environments efficiently, especially for optimizing costs, enhancing security, and monitoring resource utilization
AWS offers several tools that help establish baselines for infrastructure usage and detect anomalies, notifying you when theres excessive usage or performance issues
WS provides recommendations to optimize query performance, along with predefined dashboards showing database-specific KPIs like readwrite IOPS and DB connections
essential AWS tools and services designed to drive success at every stage of your cloud journey, from migration to management
company uses a mix of On-Demand EC2 instances, AWS Fargate, and Lambda functions. They want to optimize their AWS bill with Savings Plans
AWS CloudWatch Monitor CPU credit usage and balance using CloudWatch metrics to ensure that instances have enough credits to handle performance bursts
Ideal for backup and archival data that is rarely accessed but needs to be retained for compliance or historical purposes
By integrating the best features of data lakes and data warehouses, a Data Lakehouse platform provides a versatile and powerful solution for managing and analyzing large volumes of diverse data
AWS Tools and Services for your success
AWS Savings Plans offer a flexible pricing model designed to provide significant cost savings compared to On-Demand pricing for AWS services
AWS Bill With Savings Plans are especially useful for optimizing AWS bills by committing to a specific amount of usage over a one- or three-year term
By understanding and effectively managing CPU credits, you can optimize the performance and cost of burstable EC2 instances to suit your applications needs
Based on workload requirements (CPU, memory, storage), choose an instance size that meets performance needs without over-provisioning
Engage with AWS Support for personalized guidance on optimizing your Reserved Instance strategy
Pre-built AWS app monitoring dashboards are available to track key performance indicators (KPIs) across all application tiers and cloud services, simplifying the process of gaining real-time insights into your application

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