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AWS Developer Tools Blog Introducing AWS Tools for PowerShell Core Edition Today Microsoft announced PowerShell support on Windows, Linux and OS X platforms (read the blog announcement here). We’re pleased to also announce support for PowerShell on these new platforms with a new module, the AWS Tools for PowerShell Core Edition or “AWSPowerShell.NetCore” to give it its module name. Just like Power
AWS Security Blog Now Organize Your AWS Resources by Using up to 50 Tags per Resource Note: On December 28, 2017, we updated the table and downloadable documents in this blog post. Tagging AWS resources simplifies the way you organize and discover resources, allocate costs, and control resource access across services. Many of you have told us that as the number of applications, teams, and projects
AWS Big Data Blog Building and Deploying Custom Applications with Apache Bigtop and Amazon EMR When you launch a cluster, Amazon EMR lets you choose applications that will run on your cluster. But what if you want to deploy your own custom application? This post shows you how to build a custom application for EMR for Apache Bigtop-based releases 4.x and greater. EMR nodes are based on the Amazon L
AWS Security Blog Amazon Cognito Your User Pools is Now Generally Available Amazon Cognito makes it easy for developers to add sign-up, sign-in, and enhanced security functionality to mobile and web apps. With Amazon Cognito Your User Pools, you get a simple, fully managed service for creating and maintaining your own user directory that can scale to hundreds of millions of users. With today’s lau
AWS Big Data Blog How SmartNews Built a Lambda Architecture on AWS to Analyze Customer Behavior and Recommend Content This is a guest post by Takumi Sakamoto, a software engineer at SmartNews. SmartNews in their own words: “SmartNews is a machine learning-based news discovery app that delivers the very best stories on the Web for more than 18 million users worldwide.” Data processing is one of the
AWS Big Data Blog Generating Recommendations at Amazon Scale with Apache Spark and Amazon DSSTNE Kiuk Chung is a Software Development Engineer with the Amazon Personalization team In Personalization at Amazon, we use neural networks to generate personalized product recommendations for our customers. Amazon’s product catalog is huge compared to the number of products that a customer has purchased,
AWS Big Data Blog Processing Amazon DynamoDB Streams Using the Amazon Kinesis Client Library Asmita Barve-Karandikar is an SDE with DynamoDB Customers often want to process streams on an Amazon DynamoDB table with a significant number of partitions or with a high throughput. AWS Lambda and the DynamoDB Streams Kinesis Adapter are two ways to consume DynamoDB streams in a scalable way. While Lambda
AWS Security Blog How to Record SSH Sessions Established Through a Bastion Host A bastion host is a server whose purpose is to provide access to a private network from an external network, such as the Internet. Because of its exposure to potential attack, a bastion host must minimize the chances of penetration. For example, you can use a bastion host to mitigate the risk of allowing SSH connection
AWS Developer Tools Blog Support for Promises in the SDK Today’s release of the AWS SDK for JavaScript (v2.3.0) introduces support for promises when calling service operations. Promises provide an alternative to the use of a callback function to manage asynchronous flow. They allow treating asynchronous calls as a variable, simplifying error handling and providing greater control over handling res
AWS Big Data Blog JOIN Amazon Redshift AND Amazon RDS PostgreSQL WITH dblink Tony Gibbs is a Solutions Architect with AWS (Update: This blog post has been translated into Japanese) When it comes to choosing a SQL-based database in AWS, there are many options. Sometimes it can be difficult to know which one to choose. For example, when would you use Amazon Aurora instead of Amazon RDS PostgreSQL or
AWS Security Blog How to Manage Secrets for Amazon EC2 Container Service–Based Applications by Using Amazon S3 and Docker Docker enables you to package, ship, and run applications as containers. This approach provides a comprehensive abstraction layer that allows developers to “containerize” or “package” any application and have it run on any infrastructure. Docker containers are analogous to ship
AWS Big Data Blog Using Spark SQL for ETL Ben Snively is a Solutions Architect with AWS With big data, you deal with many different formats and large volumes of data. SQL-style queries have been around for nearly four decades. Many systems support SQL-style syntax on top of the data layers, and the Hadoop/Spark ecosystem is no exception. This allows companies to try new technologies quickly withou
AWS Security Blog How to Automatically Tag Amazon EC2 Resources in Response to API Events Note: As of March 28, 2017, Amazon EC2 supports tagging on creation, enforced tag usage, AWS Identity and Access Management (IAM) resource-level permissions, and enforced volume encryption. See New – Tag EC2 Instances & EBS Volumes on Creation on the AWS Blog for more information. Access to manage Amazon EC2
AWS Big Data Blog Real-time in-memory OLTP and Analytics with Apache Ignite on AWS February 9, 2024: Amazon Kinesis Data Firehose has been renamed to Amazon Data Firehose. Read the AWS What’s New post to learn more. Babu Elumalai is a Solutions Architect with AWS Organizations are generating tremendous amounts of data, and they increasingly need tools and systems that help them use this data to ma
AWS Security Blog How to Optimize and Visualize Your Security Groups September 9, 2021: Amazon Elasticsearch Service has been renamed to Amazon OpenSearch Service. See details. May 3, 2017: We published a related blog post also written by Guy Denney, How to Visualize and Refine Your Network’s Security by Adding Security Group IDs to Your VPC Flow Logs. Many organizations start their journey with A
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AWS Security Blog How to Set Up Federated Single Sign-On to AWS Using Google Apps March 10, 2020: This blog post is out of date. Please refer to this post for updated info: How to set up federated single sign-on to AWS using Google Workspace The AWS Security Blog has covered a variety of solutions for federating single sign-on (SSO) to the AWS Management Console. For example, How to Connect Your O
AWS Big Data Blog Sharpen your Skill Set with Apache Spark on the AWS Big Data Blog The AWS Big Data Blog has a large community of authors who are passionate about Apache Spark and who regularly publish content that helps customers use Spark to build real-world solutions. You’ll see content on a variety of topics, including deep-dives on Spark’s internals, building Spark Streaming applications, cr
AWS Big Data Blog Using CombineInputFormat to Combat Hadoop’s Small Files Problem James Norvell is a Big Data Cloud Support Engineer for AWS Many Amazon EMR customers have architectures that track events and streams and store data in S3. This frequently leads to many small files. It’s now well known that Hadoop doesn’t deal well with small files. This issue can be amplified when migrating from Had
AWS Big Data Blog Analyze Your Data on Amazon DynamoDB with Apache Spark Manjeet Chayel is a Solutions Architect with AWS Every day, tons of customer data is generated, such as website logs, gaming data, advertising data, and streaming videos. Many companies capture this information as it’s generated and process it in real time to understand their customers. Amazon DynamoDB is a fast and flexible
AWS Security Blog Announcing the AWS Config Rules Repository: A New Community-Based Source of Custom Rules for AWS Config Today, we’re happy to release the AWS Config Rules repository, a community-based source of custom AWS Config Rules. This new repository gives you a streamlined way to automate your assessment and compliance against best practices for security of AWS resources. AWS Config Rules
AWS Big Data Blog Big Data Analytics Options on AWS: Updated White Paper February 9, 2024: Amazon Kinesis Data Firehose has been renamed to Amazon Data Firehose. Read the AWS What’s New post to learn more. Erik Swensson is an Enterprise Solutions Architect Manager for AWS The big data ecosystem is growing quickly. Many AWS services have recently been added, such as AWS Lambda, Amazon OpenSearch Se
AWS Big Data Blog Submitting User Applications with spark-submit Francisco Oliveira is a consultant with AWS Professional Services Customers starting their big data journey often ask for guidelines on how to submit user applications to Spark running on Amazon EMR. For example, customers ask for guidelines on how to size memory and compute resources available to their applications and the best reso
Amazon Redshift Power data driven decisions with the best price-performance cloud data warehouse Tens of thousands of customers use Amazon Redshift every day to modernize their data analytics workloads and deliver insights for their businesses. With a fully managed, AI powered, massively parallel processing (MPP) architecture, Amazon Redshift drives business decision making quickly and cost effec
AWS Big Data Blog Querying Amazon Kinesis Streams Directly with SQL and Spark Streaming Amo Abeyaratne is a Big Data consultant with AWS Professional Services Introduction What if you could use your SQL knowledge to discover patterns directly from an incoming stream of data? Streaming analytics is a very popular topic of conversation around big data use cases. These use cases can vary from just a
AWS Big Data Blog Query Routing and Rewrite: Introducing pgbouncer-rr for Amazon Redshift and PostgreSQL This post was last reviewed and updated August, 2022 with a section on Deploying pgbouncer in Elastic Kubernetes Service (EKS). NOTE: You can now use federated queries in Amazon Redshift to query and analyze data across operational databases, data warehouses, and data lakes. For more informatio
AWS Big Data Blog Building a Graph Database on AWS Using Amazon DynamoDB and Titan At AWS re:Invent 2017, we announced the preview of Amazon Neptune, a fast and reliable graph database built for the cloud. Though this blog post still shows the benefits a graph database can deliver for certain use cases, if you are about to build an application yourself and need a graph database, you should first c
AWS Big Data Blog Securely Access Web Interfaces on Amazon EMR Launched in a Private Subnet Ben Snively is a Solutions Architect with AWS Private subnets allow you to limit access to deployed components, and to control security and routing of the system. You can also use a private subnet to connect an on-premises local network to AWS through a VPN or AWS Direct Connect. Amazon EMR allows customer
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