AWS Big Data Blog
Category: Amazon Kinesis
Serverless logging with Amazon OpenSearch Serverless and Amazon Kinesis Data Firehose
In this post, you will learn how you can use Amazon Kinesis Data Firehose to build a log ingestion pipeline to send VPC flow logs to Amazon OpenSearch Serverless. First, you create the OpenSearch Serverless collection you use to store VPC flow logs, then you create a Kinesis Data Firehose delivery pipeline that forwards the […]
Automate deployment and version updates for Amazon Kinesis Data Analytics applications with AWS CodePipeline
August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Amazon Kinesis Data Analytics is the easiest way to transform and analyze streaming data in real time using Apache Flink. Customers are already using Kinesis Data Analytics […]
Build highly available streams with Amazon Kinesis Data Streams
Many use cases are moving towards a real-time data strategy due to demand for real-time insights, low-latency response times, and the ability to adapt to the changing needs of end-users. For this type of workload, you can use Amazon Kinesis Data Streams to seamlessly provision, store, write, and read data in a streaming fashion. With […]
Build near real-time logistics dashboards using Amazon Redshift and Amazon Managed Grafana for better operational intelligence
Amazon Redshift is a fully managed data warehousing service that is currently helping tens of thousands of customers manage analytics at scale. It continues to lead price-performance benchmarks, and separates compute and storage so each can be scaled independently and you only pay for what you need. It also eliminates data silos by simplifying access […]
Near-real-time fraud detection using Amazon Redshift Streaming Ingestion with Amazon Kinesis Data Streams and Amazon Redshift ML
The importance of data warehouses and analytics performed on data warehouse platforms has been increasing steadily over the years, with many businesses coming to rely on these systems as mission-critical for both short-term operational decision-making and long-term strategic planning. Traditionally, data warehouses are refreshed in batch cycles, for example, monthly, weekly, or daily, so that […]
Stream VPC flow logs to Amazon OpenSearch Service via Amazon Kinesis Data Firehose
Amazon Virtual Private Cloud (Amazon VPC) flow logs enable you to track the IP traffic going to and from the network interfaces in your VPC for your workloads. Analyzing VPC logs helps you understand how your applications are communicating over your VPC network with log records and acts as a main source of information to […]
Monitor AWS workloads without a single line of code with Logz.io and Kinesis Firehose
Observability data provides near real-time insights into the health and performance of AWS workloads, so that engineers can quickly address production issues and troubleshoot them before widespread customer impact. As AWS workloads grow, observability data has been exploding, which requires flexible big data solutions to handle the throughput of large and unpredictable volumes of observability […]
LaunchDarkly’s journey from ingesting 1 TB to 100 TB per day with Amazon Kinesis Data Streams
This post was co-written with Mike Zorn, Software Architect at LaunchDarkly as the lead author. LaunchDarkly’s feature management platform enables customers to release features and measure their impact. As part of this platform, SDKs gather event data, and the event ingestion platform consumes and analyzes this data to measure impact. As the platform launched and […]
Learn more about Apache Flink and Amazon Kinesis Data Analytics with three new videos
August 30, 2023: Amazon Kinesis Data Analytics has been renamed to Amazon Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Amazon Kinesis Data Analytics is a fully managed service for Apache Flink that reduces the complexity of building, managing, and integrating Apache Flink applications with other AWS […]
Enrich VPC Flow Logs with resource tags and deliver data to Amazon S3 using Amazon Kinesis Data Firehose
VPC Flow Logs is an AWS feature that captures information about the network traffic flows going to and from network interfaces in Amazon Virtual Private Cloud (Amazon VPC). Visibility to the network traffic flows of your application can help you troubleshoot connectivity issues, architect your application and network for improved performance, and improve security of […]