AWS Big Data Blog
Category: Kinesis Data Analytics
Migrate from HAQM Kinesis Data Analytics for SQL to HAQM Managed Service for Apache Flink and HAQM Managed Service for Apache Flink Studio
HAQM Kinesis Data Analytics for SQL is a data stream processing engine that helps you run your own SQL code against streaming sources to perform time series analytics, feed real-time dashboards, and create real-time metrics. AWS has made the decision to discontinue Kinesis Data Analytics for SQL, effective January 27, 2026. In this post, we explain why we plan to end support for Kinesis Data Analytics for SQL, alternative AWS offerings, and how to migrate your SQL queries and workloads.
Build a real-time analytics solution with Apache Pinot on AWS
In this, we will provide a step-by-step guide showing you how you can build a real-time OLAP datastore on HAQM Web Services (AWS) using Apache Pinot on HAQM Elastic Compute Cloud (HAQM EC2) and do near real-time visualization using Tableau. You can use Apache Pinot for batch processing use cases as well but, in this post, we will focus on a near real-time analytics use case.
How PostNL processes billions of IoT events with HAQM Managed Service for Apache Flink
This post is co-written with Çağrı Çakır and Özge Kavalcı from PostNL. PostNL is the designated universal postal service provider for the Netherlands and has three main business units offering postal delivery, parcel delivery, and logistics solutions for ecommerce and cross-border solutions. With 5,800 retail points, 11,000 mailboxes, and over 900 automated parcel lockers, the […]
Migrate from HAQM Kinesis Data Analytics for SQL Applications to HAQM Managed Service for Apache Flink Studio
February 9, 2024: HAQM Kinesis Data Firehose has been renamed to HAQM Data Firehose. Read the AWS What’s New post to learn more. August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. In this post, we […]
How Klarna Bank AB built real-time decision-making with HAQM Kinesis Data Analytics for Apache Flink
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. This is a joint post co-authored with Nir Tsruya from Klarna Bank AB. Klarna is a leading global payments and shopping service, providing smarter and more flexible […]
Real-time inference using deep learning within HAQM Managed Service for Apache Flink
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Apache Flink is a framework and distributed processing engine for stateful computations over data streams. HAQM Managed Service for Apache Flink is a fully managed service that […]
Real-time time series anomaly detection for streaming applications on HAQM Managed Service for Apache Flink
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Detecting anomalies in real time from high-throughput streams is key for informing on timely decisions in order to adapt and respond to unexpected scenarios. Stream processing frameworks […]
Real-time anomaly detection via Random Cut Forest in HAQM Managed Service for Apache Flink
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. Real-time anomaly detection describes a use case to detect and flag unexpected behavior in streaming data as it occurs. Online machine learning (ML) algorithms are popular for […]
Accelerating revenue growth with real-time analytics: Poshmark’s journey
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. This post was co-written by Mahesh Pasupuleti and Gaurav Shah from Poshmark. Poshmark is a leading social marketplace for new and secondhand styles for women, men, kids, […]
Automate deployment and version updates for HAQM Kinesis Data Analytics applications with AWS CodePipeline
August 30, 2023: HAQM Kinesis Data Analytics has been renamed to HAQM Managed Service for Apache Flink. Read the announcement in the AWS News Blog and learn more. HAQM 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 […]