Welcome to above the clouds

GCP – How to run a large scale ML workflow on Dataflow ML for autonomous driving
Developing autonomous driving technology is a battle with data, both from a volume and data format point of view. Sources include point cloud 3D data obtained from LIDAR, video data obtained from multiple cameras, GPS position information, millimeter-wave radar, steering and various sensor information. Even in a busy city, less than 1% of the raw […]

AWS – Amazon RDS for PostgreSQL supports new minor versions 14.5, 13.8, 12.12, 11.17, and 10.22
Amazon Relational Database Service (Amazon RDS) for PostgreSQL now supports PostgreSQL minor versions 14.5, 13.8, 12.12, 11.17, and 10.22. We recommend you upgrade to the latest minor version to fix known security vulnerabilities in prior versions of PostgreSQL, and to benefit from the bug fixes, performance improvements, and new functionality added by the PostgreSQL community. Please […]

GCP – Apigee named a Leader in the 2022 Gartner® Magic Quadrant™ for Full Life Cycle API Management
We’re thrilled to announce that Gartner has recognized Google Cloud’s Apigee as a Leader in the 2022 Magic Quadrant for Full Life Cycle API Management, the seventh time in a row we’ve been recognized. We believe we are consistently recognized for the depth of our capabilities to help organizations monetize their data by creating external-facing […]

GCP – Securing tomorrow today: Why Google now protects its internal communications from quantum threats
Editor’s note: The ISE Crypto PQC working group is comprised of Google Senior Cryptography Engineers Stefan Kölbl, Rafael Misoczki, and Sophie Schmieg. When you visit a website and the URL starts with HTTPS, you’re relying on a secure public key cryptographic protocol to shield the information you share with the site from casual eavesdroppers. Public […]

GCP – Easily integrate machine learning models into applications with Vertex AI integration for Cloud Spanner
Cloud Spanner is a fully managed relational database that provides industry-leading consistency and availability at any scale. Organizations of all sizes in industries like financial services, retail, and games rely on Spanner to run their mission critical applications, but efficiently running line-of-business applications is often not enough. They want to react to business or customer […]

GCP – Simplify and automate cost optimization with Autoclass for Cloud Storage
There is a data explosion challenge that most IT admins and companies are tackling regularly. The cost-effectiveness, durability and scalability make object storage the first choice for unstructured data. Cloud Storage is an object storage service capable of storing data at exabyte scale and easily managing billions, if not trillions, of objects. However, cost optimization […]

GCP – How Kiwi.com is accelerating travel with Cloud SQL
Editor’s note: Here we look at how a leading travel provider saved ten database administrators worth of work and accelerated delivery of door-to-door transportation options for users by migrating to Cloud SQL for PostgreSQL. Kiwi.com’s mission is to reveal unique travel options and pricing that customers can’t find anywhere else. The company helps users reach […]

GCP – 6 ways to optimize your API management costs with Apigee
In the current economic climate every organization is faced with a unique triple squeeze from inflation, scarce/expensive talent, and disrupted/constrained global supplies. IT leaders are faced with the challenge of optimizing their spend while continuing the momentum from pandemic forced digitalization. New research shows that in response, organizations are doubling down on cloud, modernizing infrastructure, […]

GCP – Beating inflation: 5 tips for retailers heading into the holidays
Budget concerns and inflation shock are causing noticeable shifts in consumer behavior, a head-spinning turnabout since the pandemic days of 2020. We went from not having access to enough goods to now not having the right goods at the right price points. Heading into the holiday season, retailers will need to look sharp and be […]
AWS – Introducing DTMF slot settings within Amazon Lex
Amazon Lex is a service for building conversational interfaces into any application using voice and text. With Amazon Lex, you can quickly and easily build conversational bots (“chatbots”), virtual agents, and interactive voice response (IVR) systems. Amazon Lex is excited to launch DTMF-only slot settings and configurable session attributes within the Lex console. Read More […]