Have you ever heard of an optimization problem? Imagine you have a million marbles, all of different sizes, colors, patterns, and weights. You need to fill up 1,000 jars of different sizes with them, but each jar has restrictions as to which colors, patterns, and how many marbles of each type it can hold. After […]

Editor’s note: This post is part of an ongoing series on IT predictions from Google Cloud experts. Check out the full list of our predictions on how IT will change in the coming years. Prediction: The barriers between transactional and analytical workloads will mostly disappear Traditionally, transactional and analytical workloads have had separate data architectures. […]

It is no secret that the Internet Protocol (IP) standard’s IPv4 address scheme will eventually run out of IP addresses. Today’s technological advancements such as 5G, Internet of Things, mobile applications, connected devices, serverless and container-based services are accelerating an industry-wide move to IPv4’s successor, IPv6.  Many enterprises are increasingly leaning towards IPv6 addressing for […]

Our quarterly Security Talks series brings together experts from Google Cloud Security teams and the industry to share information on our latest security products, innovations and best practices. Below is an introduction to Mandiant’s Security Talks presentation on Dec. 7, Mandiant Tales from the Front Lines: Activate Cyber Defenses Against Supply Chain Compromise. The discovery […]

Audience: (Intermediate level) Targeting readers that have not yet interacted with Google Cloud before, but have engineering continuous integration, package management, beginner-level container and messaging experience. Requiring these individuals to have a pre-existing frontend application and supporting API server locally in place. Technologies:  Cloud BuildCloud Build TriggersArtifact RegistryCloud RunPub/Sub Requirements before getting started: Functional client-side […]

To produce any sufficiently accurate machine learning model, the process requires tuning parameters and hyperparameters. Your model’s parameters are variables that your chosen machine learning technique uses to adjust to your data, like weights in neural networks to minimize loss. Hyperparameters are variables that control the training process itself. For example, in a multilayer perceptron, […]

Practices  Tips for a Highly Performant and Worry-free Deployment Memorystore is a fully managed implementation of the open source in-memory databases Redis and Memcached. Memorystore makes it easy to build applications on Google Cloud to leverage in-memory stores based on open source Redis and Memcached.  Many applications deployed in the cloud today use an in-memory […]

Lesen Sie den Beitrag hier auf Deutsch Whether it’s a sprained foot or a burning building: when someone needs help, fire and emergency services come to the rescue. Being in charge of all fire, rescue, and first responder services is a huge responsibility, and it’s growing: urban areas are changing, and climate change brings new […]