Posts in category

Data


One of the main challenges machine learning practitioners face is the availability of annotated training datasets or a lack thereof. In many cases, practitioners may have access to existing datasets that have been manually extracted, which they can use to accelerate their model training. In this post, we demonstrate how Google Cloud AI/ML products can …

In January, we previewed Neo4j’s and Google Cloud Vertex AI’s partnership in a blog about how you can use graphs for smarter AI when using Neo4j AuraDS to generate graph embeddings. This blog post garnered a lot of attention from data scientists looking to amplify their machine learning (ML) pipelines by feeding knowledge (graph features) …

Healthcare data is being generated at an exponential rate, currently representing an estimated 30% of the world’s data1. The volume, speed, and variety of the data that is created can make it quite difficult for researchers and academic professionals to consume, analyze, and share insights at scale. At Google Cloud, we’re helping bring researchers scalable …

Founded in 2012, SingleStoreDB is a distributed SQL, cloud-native database that offers ultra-fast, low-latency access to large datasets — simplifying the development of modern enterprise applications. And by combining transactional (OLTP) and analytical (OLAP) workloads, SingleStoreDB introduces new efficiencies into data architecture. We are a multicloud database, meaning that our customers can launch SingleStoreDB on …

Koverse, Inc., an SAIC company announced availability of Koverse Data Platform (KDP) 4.0, a security-first data platform that introduces attribute-based access controls (ABAC) to enforce Zero Trust for data, allowing customers to safely work with complex and sensitive information to power the most demanding analytics, data science, and AI use cases. KDP 4.0 creates an …

Previously in the background, immunology has become a mainstream topic in the past few years due to the Covid-19 pandemic. Immunologists’ roles are challenging, as they need to collect and systematically analyze large amounts of biomedical data about the immune system itself, as well as clinical data to understand human health and disease progression. This …

Cloud Spanner is a relational database service that offers industry leading 99.999% availability, and near unlimited scale to handle even the most demanding of workloads. For these reasons, customers in various industries trust Spanner for their workloads with significant throughput requirements. We have heard from our customers that they would like to standardize on Spanner …

What if, after all the upheavals and innovations of the past two years, we’re not headed for some new normal but instead an era of no more normal? “There are big, big challenges that need to be solved every single day by supply chain professionals,” Hans Thalbauer, Google Cloud’s managing director for supply chain and …

Understanding how Java handles memory isn’t always necessary, but it can help you envision how the JVM deals with your variables and class instances. Automatic Garbage Collection (GC) is one of the most important features that makes Java so popular. This article explains why GC is essential. It includes automatic and generational GC, how the …

Asteroids are relatively small objects that orbit the Sun. Besides being fascinating objects, there is real value in understanding where they are and their trajectories both to better understand the composition and formation of our solar system and to make sure none of them gets too close to our dear planet anytime soon. Being small, …