AWS Big Data Blog
Category: HAQM Kinesis
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 […]
Join a streaming data source with CDC data for real-time serverless data analytics using AWS Glue, AWS DMS, and HAQM DynamoDB
Customers have been using data warehousing solutions to perform their traditional analytics tasks. Recently, data lakes have gained lot of traction to become the foundation for analytical solutions, because they come with benefits such as scalability, fault tolerance, and support for structured, semi-structured, and unstructured datasets. Data lakes are not transactional by default; however, there […]
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, […]
Accelerate data insights with Elastic and HAQM Kinesis Data Firehose
February 9, 2024: HAQM Kinesis Data Firehose has been renamed to HAQM Data Firehose. Read the AWS What’s New post to learn more. This is a guest post co-written with Udayasimha Theepireddy from Elastic. Processing and analyzing log and Internet of Things (IoT) data can be challenging, especially when dealing with large volumes of real-time […]
Build a real-time GDPR-aligned Apache Iceberg data lake
Data lakes are a popular choice for today’s organizations to store their data around their business activities. As a best practice of a data lake design, data should be immutable once stored. But regulations such as the General Data Protection Regulation (GDPR) have created obligations for data operators who must be able to erase or […]
How Vanguard made their technology platform resilient and efficient by building cross-Region replication for HAQM Kinesis Data Streams
This is a guest post co-written with Raghu Boppanna from Vanguard. At Vanguard, the Enterprise Advice line of business improves investor outcomes through digital access to superior, personalized, and affordable financial advice. They made it possible, in part, by driving economies of scale across the globe for investors with a highly resilient and efficient technical […]
Serverless logging with HAQM OpenSearch Serverless and HAQM Kinesis Data Firehose
February 9, 2024: HAQM Kinesis Data Firehose has been renamed to HAQM Data Firehose. Read the AWS What’s New post to learn more. In this post, you will learn how you can use HAQM Kinesis Data Firehose to build a log ingestion pipeline to send VPC flow logs to HAQM OpenSearch Serverless. First, you create […]