Notes Along the Way
Articles, talks, and videos from before this new chapter. Visit The Original Site.
AWS
What I like about AWS Lambda is that it lets you run code without provisioning or managing servers, and you pay only for what you use. Since we launched Lambda in 2014, you have been charged for the number of times your code is triggered (requests) and for the time your code executes, rounded up […]
AWS
Update: Amazon EC2 C6gn instances are generally available since December 18, 2020. Based on the amazing feedback from customers such as Snap, NextRoll, Intuit, SmugMug, and Honeycomb who are running their workloads on Amazon Elastic Compute Cloud (Amazon EC2) instances powered by AWS Graviton2, today we are announcing an addition to our broad Arm-based Graviton2 […]
AWS
As the volume and complexity of your data processing pipelines increase, you can simplify the overall process by decomposing it into a series of smaller tasks and coordinate the execution of these tasks as part of a workflow. To do so, many developers and data engineers use Apache Airflow, a platform created by the community […]
AWS
To be able to run analytics, build reports, or apply machine learning, you need to be sure the data you’re using is clean and in the right format. That’s the data preparation step that requires data analysts and data scientists to write custom code and do many manual activities. First, you need to look at […]
AWS
Event-driven architectures use events to share information between the components of one or more applications. Events tell us that “something has happened,” maybe you received an API request, a file has been uploaded to a storage platform, or a database record has been updated. Business events describe something related to your activities, for example that […]
AWS
Thanks to its efficiency and support for numerous programming languages, gRPC is a popular choice for microservice integrations and client-server communications. gRPC is a high performance remote procedure call (RPC) framework using HTTP/2 for transport and Protocol Buffers to describe the interface. To make it easier to use gRPC with your applications, Application Load Balancer (ALB) […]
AWS
When designing a distributed software architecture, it is important to define how services exchange information. For example, the use of asynchronous communication decouples components and simplifies scaling, reducing the impact of changes and making it easier to release new features. The two most common forms of asynchronous service-to-service communication are message queues and publish/subscribe messaging: With […]
AWS
Time series are a very common data format that describes how things change over time. Some of the most common sources are industrial machines and IoT devices, IT infrastructure stacks (such as hardware, software, and networking components), and applications that share their results over time. Managing time series data efficiently is not easy because the […]
AWS
December 10, 2020 – Post updated for the extension of the T4g free-trial until March 31, 2021. During the free-trial period, customers who run a t4g.micro instance will automatically get 750 free hours per month deducted from their bill during each month. T4g free-trial will be available in addition to the existing AWS Free-Tier on […]
AWS
At AWS, we strive to provide you a technology platform that allows for agile development, rapid deployment, and unlimited scale, so that you can free up your resources to focus on innovation for your customers. It’s greatly rewarding to see our efforts recognized not just by our customers, but also by leading analysts. This year, Gartner announced […]
AWS
As we anticipated in this post, the anomaly and threat detection for Amazon Simple Storage Service (Amazon S3) activities that was previously available in Amazon Macie has now been enhanced and reduced in cost by over 80% as part of Amazon GuardDuty. This expands GuardDuty threat detection coverage beyond workloads and AWS accounts to also help you protect […]
AWS
Bringing new applications into production, maintaining their code base as they grow and evolve, and at the same time respond to operational issues, is a challenging task. For this reason, you can find many ideas on how to structure your teams, on which methodologies to apply, and how to safely automate your software delivery pipeline. At […]
AWS
Cloud applications are built using multiple components, such as virtual servers, containers, serverless functions, storage buckets, and databases. Being able to provision and configure these resources in a safe, repeatable way is incredibly important to automate your processes and let you focus on the unique parts of your implementation. With the AWS Cloud Development Kit […]
AWS
July 1, 2020: Post updated to take care that Amazon EFS increased file system minimum throughput, when burst credits are exhausted, to 1 MiB/s. I am very happy to announce that AWS Lambda functions can now mount an Amazon Elastic File System (Amazon EFS), a scalable and elastic NFS file system storing data within and across multiple availability […]
AWS
When you develop a serverless application, you can focus on the core features you want to build, instead of worrying about managing and operating servers, databases, or storage systems. To simplify adoption and use of serverless technologies, we launched many new features in the last few months. For example, just to pick up a few: […]
AWS
Amazon Macie is a fully managed service that helps you discover and protect your sensitive data, using machine learning to automatically spot and classify data for you. Over time, Macie customers told us what they like, and what they didn’t. The service team has worked hard to address this feedback, and today I am very happy […]
AWS
May 29, 2020: Post updated to include AWS CodePipeline support to invoke Step Functions with a new action type. Automating your software build is an important step to adopt DevOps best practices. To help you with that, we built AWS CodeBuild, a fully managed continuous integration service that compiles source code, runs tests, and produces packages […]
AWS
Amazon EventBridge is a serverless event bus that makes it easy to connect applications together. It can use data from AWS services, your own applications, and integrations with Software-as-a-Service (SaaS) partners. Last year at re:Invent, we introduced in preview EventBridge schema registry and discovery, a way to store the structure of the events (the schema) in a central […]
AWS
Today, I am very happy to announce that, as we anticipated some time ago, a new AWS Region is available in Italy! The Europe (Milan) Region is our sixth Region in Europe, and is composed of 3 availability zones (AZs) that you can use to reliably spread your applications across multiple data centers, for example […]
AWS
When you have applications in production, you want to understand what is happening, and how the applications are being used. To analyze data, a first approach is a batch processing model: a set of data is collected over a period of time, then run through analytics tools. To be able to react quickly, you can […]
AWS
When using a NoSQL database such as Amazon DynamoDB, I tend to make different optimization choices than what I am accustomed to with relational databases. At the beginning, it was not easy for me, because my relational database experience was telling me to do things differently. To help with that, AWS released NoSQL Workbench for […]
AWS
We introduced Amazon Managed Apache Cassandra Service (MCS) in preview at re:Invent last year. In the few months that passed, the service introduced many new features, and it is generally available today with a new name: Amazon Keyspaces (for Apache Cassandra). Amazon Keyspaces is built on Apache Cassandra, and you can use it as a fully managed, […]
AWS
When you start an EC2 instance, it’s easy to underestimate what an AWS Region is. Right now, we have 22 across the world, and while they look like dots on a global map, they are architected to let you run applications and store data with high availability and fault tolerance. In fact, each of our Regions is […]
AWS
When you build and run applications in the cloud, how often are you asking yourself “am I doing this right” ? This is actually a very good question, and to let you get a good answer, we released publicly in 2015 the AWS Well-Architected Framework, a formal approach to compare your workload against our best practices, and get […]
AWS
When building or migrating applications, we often need to share data across multiple compute nodes. Many applications use file APIs and Amazon Elastic File System (Amazon EFS) makes it easy to use those applications on AWS, providing a scalable, fully managed Network File System (NFS) that you can access from other AWS services and on-premises resources. EFS […]
AWS
2/10/2025 update: ICD-10-CM link updated, as CDC’s website is being modified to comply with Donald Trump’s Executive Orders. Amazon Comprehend is a natural language processing (NLP) service that uses machine learning to find insights in unstructured text. It is very easy to use, with no machine learning experience required. You can customize Comprehend for your specific […]
AWS
It’s really true that time flies, especially when you don’t have to think about servers: AWS Lambda just turned 5 years old and the team is always looking for new ways to help customers build and run applications in an easier way. As more mission critical applications move to serverless, customers need more control over the performance […]
AWS
As your company grows and gets the benefits of a cloud-based infrastructure, your on-premises sites like offices and stores increasingly need high performance private connectivity to AWS and to other sites at a reasonable cost. Growing your network is hard, because traditional branch networks based on leased lines are costly, and they suffer from the same lack […]
AWS
Managing databases at scale is never easy. One of the options to store, retrieve, and manage large amounts of structured data, including key-value and tabular formats, is Apache Cassandra. With Cassandra, you can use the expressive Cassandra Query Language (CQL) to build applications quickly. However, managing large Cassandra clusters can be difficult and takes a lot of […]
AWS
A data warehouse is a database optimized to analyze relational data coming from transactional systems and line of business applications. Amazon Redshift is a fast, fully managed data warehouse that makes it simple and cost-effective to analyze data using standard SQL and existing Business Intelligence (BI) tools. To get information from unstructured data that would […]
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