AWS Architecture Blog

Category: Amazon Kinesis

Serverless compute with Fargate

Rate Limiting Strategies for Serverless Applications

Serverless technologies reduce the work needed to set up and maintain computing resources, provide built-in scalability, and optimize agility, performance, cost, and security. The pay-as-you-go model is particularly liberating for developers. You can fail fast, experiment more, and do it fairly cheaply. However, serverless brings its own challenges. In this blog, we’ll examine how to […]

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Top 5 posts of Q1 2021

Top 5: Architecture Content for May

With Architecture Center content being published nearly every day, sometimes more than two or three times a day, we know it can be hard to fit it all into your busy schedule. So, this month, we’ve rounded up our most popular and highly rated content to provide you with a quick rundown. 5. Architecture Center: […]

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Figure 4. Discovering Hot Topics using Machine Learning solution architecture

Discovering Hot Topics using Machine Learning

Successful businesses not only have great products and services; they also have a deep understanding of their customers. Companies that can use behavioral analytics in marketing automation platforms are better equipped to deliver real-time marketing efforts. According to a research case study from Deloitte, companies with a customer-centric business model are 60% more profitable. Knowing […]

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MDM Architecture Diagram

Digitally transform your factory with Machine Downtime Monitor on AWS

In manufacturing enterprises, digital transformation and Industry 4.0 are likely at the top of your mind. New technologies in the Industrial Internet of Things (IIoT) space are critical for monitoring your factory production environments for optimal performance and efficiency. Global events such as Covid-19 have increased interest in monitoring factory performance digitally, when access to […]

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Figure 3. Replay Architecture

Amazon MSK Backup for Archival, Replay, or Analytics

Amazon MSK is a fully managed service that helps you build and run applications that use Apache Kafka to process streaming data. Apache Kafka is an open-source platform for building real-time streaming data pipelines and applications. With Amazon MSK, you can use native Apache Kafka APIs to populate data lakes. You can also stream changes to […]

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architecture for the solution

Real-Time In-Stream Inference with AWS Kinesis, SageMaker, & Apache Flink

As businesses race to digitally transform, the challenge is to cope with the amount of data, and the value of that data diminishes over time. The challenge is to analyze, learn, and infer from real-time data to predict future states, as well as to detect anomalies and get accurate results. In this blog post, we’ll […]

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Serverless Stream-Based Processing for Real-Time Insights

Building on our previous posts regarding messaging patterns and queue-based processing, we now explore stream-based processing and how it helps you achieve low-latency, near real-time data processing in your applications. AWS offers two managed services for streaming, Amazon Kinesis and Amazon Managed Streaming for Apache Kafka (Amazon MSK). What is streaming data? At AWS, we […]

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Introduction to Messaging for Modern Cloud Architecture

We hope you’ve enjoyed reading our posts on best practices for your serverless applications. The posts in the following series will focus on best practices when introducing messaging patterns into your applications. Let’s review some core messaging concepts and see how they can be used to address challenges when designing modern cloud architectures. Introduction Applications […]

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One to Many: Evolving VPC Design

Since its inception, the Amazon Virtual Private Cloud (VPC) has acted as the embodiment of security and privacy for customers who are looking to run their applications in a controlled, private, secure, and isolated environment. This logically isolated space has evolved, and in its evolution has increased the avenues that customers can take to create […]

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Serverless at scale - 2

How to Design Your Serverless Apps for Massive Scale

Serverless is one of the hottest design patterns in the cloud today, allowing you to focus on building and innovating, rather than worrying about the heavy lifting of server and OS operations. In this series of posts, we’ll discuss topics that you should consider when designing your serverless architectures. First, we’ll look at architectural patterns […]

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