Amazon Redshift

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AWS Weekly Roundup: AWS Transform at 1 year, Claude Platform on AWS, EC2 M3 Ultra Mac instances, and more (May 18, 2026) | Amazon Web Services

AWS’s May 18, 2026 roundup highlights the rapid expansion of AI-assisted modernization, cloud infrastructure, and developer tooling. AWS Transform reached its first anniversary after processing billions of lines of code and migrating hundreds of thousands of servers, while new services provide direct Claude access, stronger Mac development hardware, improved analytics, and automated security remediation. The roundup also covers multicloud connectivity, AI research funding, community events, and startup credits. ## AWS Transform Reaches Its First Anniversary - AWS Transform launched a year earlier for modernizing .NET, mainframe, and VMware workloads. - New capabilities include: - Custom AWS-managed or user-defined code transformations - Language and framework upgrades - Performance optimization and code analysis - Full-stack Windows modernization - Mainframe reimagining and automated testing - In its first 12 months, customers: - Migrated hundreds of thousands of servers - Saved more than 1.6 million hours - Processed over 4.5 billion lines of code - AWS Transform agents are now available in Kiro, Claude, Cursor, and Codex. ## Major Product Launches - **Claude Platform on AWS:** Provides Anthropic’s native Claude APIs, console, and beta features through existing AWS accounts and billing. Anthropic operates the service, and customer data is processed outside the AWS security boundary. - **EC2 M3 Ultra Mac instances:** Use Apple M3 Ultra Mac Studio hardware with a 28-core CPU, 60-core GPU, 32-core Neural Engine, and 256 GB of unified memory. Compared with M4 Max instances, they offer more CPU, GPU, Neural Engine cores, and memory for parallel Xcode simulators and on-device machine learning. - **Redshift RG instances:** AWS Graviton-based instances run workloads up to 2.4 times faster than previous RA3 instances while costing 30% less per vCPU. They include a vectorized engine for Apache Iceberg and Parquet data. - **Bedrock Advanced Prompt Optimization:** Compares original and optimized prompts across as many as five models, helping users improve performance or migrate between models. - **AWS Security Agent repository scanning:** The preview feature analyzes entire codebases and generates fixes linked to specific files and lines. It is free for existing Security Agent customers during the preview. - **AWS Interconnect for OCI:** Enables private, resilient multicloud connections to Oracle Cloud Infrastructure. The same open specification already supports Google Cloud and is planned for Azure later in 2026. ## Research, Community, and Startup Updates - AWS is investing $110 million in the Build on Trainium program to give university researchers access to purpose-built AI chips. - Research at institutions including UC Berkeley, MIT, and Carnegie Mellon is open source, allowing improvements to benefit the broader developer community. - AWS Community Days 2026 will take place globally, with agendas organized by local developer communities. - The Kiro Startups Credit program has reopened, offering eligible organizations up to one year of Kiro Pro+ credits applied through AWS accounts. AWS’s latest updates emphasize managed AI tools, faster specialized hardware, automated modernization, and broader support for developers and researchers. Organizations can particularly benefit by evaluating AWS Transform, Bedrock prompt optimization, new Mac instances, and the expanding multicloud connectivity options.

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Amazon Redshift introduces AWS Graviton-based RG instances with an integrated data lake query engine | Amazon Web Services

Amazon Redshift introduces RG instances powered by AWS Graviton, targeting lower-cost, higher-volume analytics for both human users and AI agents. RG instances can run warehouse workloads up to 2.2× faster than RA3 at 30% lower price per vCPU, while an integrated data lake engine enables faster SQL queries across warehouse tables and S3 data. The architecture also removes the need for Redshift Spectrum and its per-terabyte scanning fees. ## Performance and Cost Improvements - RG instances deliver: - Up to 2.2× faster data warehouse workloads than RA3. - 30% lower pricing per vCPU. - Up to 2.4× faster queries on Apache Iceberg data. - Up to 1.5× faster queries on Apache Parquet data. - The improvements are designed for: - Low-latency BI dashboards. - ETL pipelines and near-real-time analytics. - High-volume queries generated by autonomous AI agents. - AWS recommends using the AWS Pricing Calculator to estimate savings for specific workloads. ## Integrated Data Lake Query Engine - RG instances query warehouse tables and S3 data lakes through one engine. - Data lake queries run directly on Redshift cluster nodes rather than through Redshift Spectrum. - Existing external tables, schemas, Spectrum queries, and SQL syntax remain unchanged. - Customers do not need to recreate external tables or modify application code. - Queries remain inside the customer’s VPC, use existing IAM roles, and avoid Spectrum’s former $5-per-terabyte scanning charge. ## Migration and Setup - RG clusters can be created or migrated through: - The AWS Management Console. - AWS CLI. - AWS API. - The integrated data lake engine is enabled by default. - Migration options include: - **Elastic Resize:** In-place migration with approximately 10–15 minutes of downtime for compatible configurations. - **Snapshot and Restore:** Creates an RG cluster from an RA3 snapshot and is useful when configuration changes are needed. ## Availability and Pricing Options - RG instances are available across numerous AWS Regions in North America, Europe, Asia-Pacific, Canada, and South America. - Redshift Provisioned customers can choose: - On-Demand Instances with hourly billing and no commitment. - Reserved Instances for additional savings. RG instances are intended for organizations combining data warehouse and data lake workloads, especially those needing lower costs and fast response times at high query volumes. Customers should test compatibility and use workload-specific pricing estimates before migrating.

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AWS Weekly Roundup: NVIDIA Nemotron 3 Super on Amazon Bedrock, Nova Forge SDK, Amazon Corretto 26, and more (March 23, 2026) | Amazon Web Services

This week’s AWS roundup highlights major updates across generative AI, data analytics, Java, serverless, logging, and Kubernetes. Notable announcements include NVIDIA Nemotron 3 Super on Amazon Bedrock, the Nova Forge SDK for customizing models, faster Redshift queries, and expanded EKS scaling and availability guarantees. The roundup also points readers to community initiatives, developer resources, and upcoming AWS events. ## Generative AI and Developer Tools - **NVIDIA Nemotron 3 Super** is now available through Amazon Bedrock. - Supports text generation, reasoning, summarization, and code generation. - Can be invoked through Bedrock’s unified API without managing infrastructure. - **Nova Forge SDK** simplifies fine-tuning and customizing Amazon Nova models. - Enables domain-specific adaptations for enterprise use cases. - Handles much of the underlying customization and deployment complexity. - **Kiro for students** provides free access to AI-powered development tools. - **Strands Steering Hooks** reportedly achieved 100% agent accuracy, outperforming prompt engineering and rigid workflows for controlling agent behavior. ## Data, Java, and Serverless Updates - **Amazon Redshift** now delivers up to 7x faster execution for new, uncached queries in dashboards and ETL workloads. - The improvement is especially useful for workloads with high query variability. - **Amazon Corretto 26** is generally available. - Includes current Java features, performance improvements, and security updates. - Supports Amazon Linux, Windows, macOS, and Docker environments. - **AWS Lambda** now exposes Availability Zone metadata for function invocations. - Helps with observability, troubleshooting, latency analysis, and multi-AZ architecture decisions. - **CloudWatch Logs** supports log ingestion through an HTTP-based protocol, reducing the need for custom agents or SDK integrations. ## Amazon EKS Enhancements - Provisioned Control Plane clusters now receive a **99.99% SLA**, compared with 99.95% for the standard control plane. - A new **8XL scaling tier** doubles Kubernetes API server request-processing capacity compared with the 4XL tier. - The larger tier targets demanding workloads such as AI/ML training, HPC, and large-scale data processing. ## AWS Community and Events - **AWS Builder Center badges** recognize contributions, challenges, and community participation. - AWS promotes community-driven learning through the “Keep Building Together” initiative. - Upcoming events include AWS Summits in cities such as Paris, London, Bengaluru, Singapore, Tel Aviv, and Stockholm; AWS Community Days in San Francisco and Romania; and the AWSome Women Summit LATAM in Mexico City. Overall, the announcements emphasize AWS’s continued investment in enterprise AI customization, higher-performance infrastructure, improved observability, and developer communities. Teams should evaluate the new Bedrock, Redshift, Lambda, and EKS capabilities according to their workload scale, reliability, and customization needs.

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AWS Weekly Roundup: Amazon S3 turns 20, Amazon Route 53 Global Resolver general availability, and more (March 16, 2026) | Amazon Web Services

Amazon S3 marked its 20th anniversary with major milestones in scale, performance, and cost reduction, while AWS introduced account regional namespaces for improved bucket-name control. The week’s featured launch was the general availability of Amazon Route 53 Global Resolver, providing secure, globally accessible DNS resolution across 30 AWS Regions. Other updates covered stateful AI agent infrastructure, Windows Server 2025, simplified AWS identity access, and reusable Redshift ingestion templates. ## Amazon S3 Reaches 20 Years - Launched publicly on March 14, 2006, S3 has grown from object storage into a foundational cloud service. - As of March 2026, it stores: - More than 500 trillion objects - Hundreds of exabytes of data - Over 200 million requests per second globally - Storage prices have fallen by approximately 85% since launch, to just over $0.02 per gigabyte. - New account regional namespaces let organizations reserve bucket names within their own account namespace by adding an account-specific suffix. - Adoption can be enforced with IAM and AWS Organizations service control policies using the `s3:x-amz-bucket-namespace` condition key. ## Route 53 Global Resolver Becomes Generally Available - Amazon Route 53 Global Resolver is an internet-reachable, anycast DNS resolver for authorized clients anywhere. - It is available across 30 AWS Regions and supports IPv4 and IPv6 DNS queries. - It resolves: - Public internet domains - Private domains associated with Route 53 private hosted zones - Security features include filtering for malicious, unsafe, DNS tunneling, and Domain Generation Algorithm (DGA) domains. - General availability adds protection against Dictionary DGA threats. - Centralized DNS query logging is also included. ## Additional AWS Service Updates - **Bedrock AgentCore Runtime** - Adds stateful MCP server support through the `Mcp-Session-Id` header. - Dedicated microVMs isolate each user session and preserve context across interactions. - MCP servers can use elicitation, sampling, and progress notifications in addition to resources, prompts, and tools. - **Amazon WorkSpaces** - Adds Windows Server 2025 bundles for WorkSpaces Personal and WorkSpaces Core. - Security features include TPM 2.0, UEFI Secure Boot, Credential Guard, HVCI, Secured-core server, and DNS-over-HTTPS. - Existing Windows Server 2016, 2019, and 2022 bundles remain supported. - **AWS Builder ID** - Adds GitHub and Amazon as sign-in options alongside Google and Apple. - Users can access AWS Builder Center, Training and Certification, and Kiro without maintaining separate credentials. - **Amazon Redshift** - Introduces reusable templates for `COPY` operations. - Templates centralize frequently used parameters, improve consistency, and automatically apply future updates to subsequent loads. - The feature is available in commercial and AWS GovCloud Regions. ## Upcoming AWS Events - AWS Summits are scheduled for Paris, London, and Bengaluru. - AWS Community Days are planned in Pune, San Francisco, and Romania. - AWS will participate in NVIDIA GTC 2026 in San Jose. - AWS Community GameDay Europe will offer hands-on troubleshooting challenges across more than 50 cities. For practitioners, the most significant developments are Route 53 Global Resolver for centralized global DNS security, S3 namespaces for organizational naming governance, and AgentCore’s stateful MCP support for more capable AI applications.

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