You can use rules in Amazon CloudWatch Contributor Insights to gain security visibility into your VPC flow logs. The rules analyze flow logs in targeted groups in Amazon CloudWatch Logs and display the Top-N contributors for a given log field or combination of log fields. For example, you can produce Read more…
Machine learning (ML)-based recommender systems aren’t a new concept across organizations such as retail, media and entertainment, and education, but developing such a system can be a resource-intensive task—from data labelling, training and inference, to scaling. You also need to apply continuous integration, continuous deployment, and continuous training to your Read more…
According to the International Chamber of Shipping, 90% of world commerce happens at sea. Vessels are transporting every possible kind of commodity, including raw materials and semi-finished and finished goods, making ocean transportation a key component of the global supply chain. Manufacturers, retailers, and the end consumer are reliant on Read more…
A gym is a toolkit for developing and comparing reinforcement learning algorithms. Procgen Benchmark is a suite of 16 procedurally-generated gym environments designed to benchmark both sample efficiency and generalization in reinforcement learning. These environments are associated with the paper Leveraging Procedural Generation to Benchmark Reinforcement Learning (citation). Compared to Read more…
The AWS Partner Network (APN) is the global community of Partners who leverage Amazon Web Services (AWS) to build solutions and services for customers. We enable AWS Partners to build, market, and sell their AWS offerings, and we help customers identify AWS Partners uniquely positioned to help businesses accelerate their Read more…
Customers from startups to enterprises observe increased revenue when personalizing customer interactions. Still, many companies are not yet leveraging the power of personalization, or, are relying solely on rule-based strategies. Those strategies are effort-intensive to maintain and not effective. Common reasons for not launching machine learning (ML) based personalization projects Read more…
Organizations need to secure infrastructure when enabling access to engineers to build applications. Opening SSH inbound ports on instances to enable engineer access introduces the risk of a malicious entity running unauthorized commands. Using a Bastion host or jump server is a common approach used to allow engineer access to Read more…
By Robert Patt-Corner, Principal Consultant and Cloud Architect at EGlobalTech By Chris Weilemann, Solutions Architect at AWS Many of our enterprise customers at EGlobalTech improve project security by segregating individual projects, or project environments like DEV or PROD, in separate Amazon Web Services (AWS) accounts. Mapping each project or project Read more…
In the Operating Lambda series, I cover important topics for developers, architects, and systems administrators who are managing AWS Lambda-based applications. This three-part series discusses event-driven architectures and how these relate to serverless applications. Part 1 covers the benefits of the event-driven paradigm and how it can improve throughput, scale Read more…
By Bala Mugunthan, Sr. Partner Solutions Architect at AWS By James Wenzel, Sr. Partner Solution Architect – Networking at AWS In this post, we will describe simplifying global network architecture using AWS Transit Gateway with Aruba SD-WAN branch-to-cloud connectivity. We’ll also explore how Aruba’s customers have leveraged the benefits of Read more…