AWS Architecture Blog

Category: Amazon QuickSight

Figure 1. Notional architecture for improving forecasting accuracy solution and SAP integration

Improving Retail Forecast Accuracy with Machine Learning

The global retail market continues to grow larger and the influx of consumer data increases daily. The rise in volume, variety, and velocity of data poses challenges with demand forecasting and inventory planning. Outdated systems generate inaccurate demand forecasts. This results in multiple challenges for retailers. They are faced with over-stocking and lost sales, and […]

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Figure 2. Fraud detection using machine learning architecture on AWS

Analyze Fraud Transactions using Amazon Fraud Detector and Amazon Athena

Organizations with online businesses have to be on guard constantly for fraudulent activity, such as fake accounts or payments made with stolen credit cards. One way they try to identify fraudsters is by using fraud detection applications. Some of these applications use machine learning (ML). A common challenge with ML is the need for a […]

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Figure 2. A serverless architecture representing data workflow

Building a Showback Dashboard for Cost Visibility with Serverless Architectures

Enterprises with centralized IT organizations and multiple lines of businesses frequently use showback or chargeback mechanisms to hold their departments accountable for their technology usage and costs. Chargeback involves actually billing a department for the cost of their division’s usage. Showback focuses on visibility to make the department more cost conscientious and encourage operational efficiency. […]

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Data ingestion options from on-premises devices to AWS

Enhancing Existing Building Systems with AWS IoT Services

With the introduction of cloud technology and by extension the rapid emergence of Internet of Things (IoT), the barrier to entry for creating smart building solutions has never been lower. These solutions offer commercial real estate customers potential cost savings and the ability to enhance their tenants’ experience. You can differentiate your business from competitors […]

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Figure 1. Example architecture using AWS Managed Services

Building a Cloud-based OLAP Cube and ETL Architecture with AWS Managed Services

For decades, enterprises used online analytical processing (OLAP) workloads to answer complex questions about their business by filtering and aggregating their data. These complex queries were compute and memory-intensive. This required teams to build and maintain complex extract, transform, and load (ETL) pipelines to model and organize data, oftentimes with commercial-grade analytics tools. In this […]

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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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AI-powered Passenger Callback System for Airlines

NLX is Helping Travelers Amid Disruption with AI-Powered Automation

This post was co-written by Andrei Papancea and Vlad Papancea of NLX and Sekhar Mallipeddi Travel impacts brought by the global pandemic left several airlines experiencing frequent flight disruptions, which increased flight scheduling change notifications being made to affected travelers. Every month, tens of thousands of passengers and related flight crew have to be contacted […]

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Corrosion Monitoring Architecture

Field Notes: Building Automated Pipeline Corrosion Monitoring with AWS IoT Core

This post was authored by Venkatesh Muthusami, Principle Consultant, Infosys Technologies, Sudharsan Chinnappan, Analyst, System Development, Infosys Technologies, Kenneth Francis Dias, Technology Architect, Infosys Technologies, and Ashutosh Pateriya, Partner Solutions Architect, AWS Pipelines are crucial to the oil and gas industry across upstream, midstream, and downstream sectors. For industries like oil and gas, the pipeline […]

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Olympus Tower - Grov Technologies

Building a Controlled Environment Agriculture Platform

This post was co-written by Michael Wirig, Software Engineering Manager at Grōv Technologies. A substantial percentage of the world’s habitable land is used for livestock farming for dairy and meat production. The dairy industry has leveraged technology to gain insights that have led to drastic improvements and are continuing to accelerate. A gallon of milk […]

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Samba file share solution diagram

Field Notes: Ingest and Visualize Your Flat-file IoT Data with AWS IoT Services

Customers who maintain manufacturing facilities often find it challenging to ingest, centralize, and visualize IoT data that is emitted in flat-file format from their factory equipment. While modern IoT-enabled industrial devices can communicate over standard protocols like MQTT, there are still some legacy devices that generate useful data but are only capable of writing it […]

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