From Google Cloud Blog · 17 stories
Microsoft Recognized as a Leader in 2026 Gartner Magic Quadrant for AI-Augmented Code Modernization Tools
Microsoft has been named a Leader in the inaugural 2026 Gartner Magic Quadrant for AI-Augmented Code Modernization Tools. This recognition highlights Microsoft's solutions that use AI agents, generative AI, and deterministic analysis to transform legacy systems, positioning modernization as a faster path to innovation and AI readiness.
Google Cloud publishes best practices for customizing Gemini models with Reinforcement Learning
Google Cloud released a guide detailing best practices for using its managed Reinforcement Learning Fine-Tuning (RLFT) service to customize Gemini models. This service allows users to adapt Gemini based on a defined reward signal, which is suitable for tasks that are difficult to demonstrate but easy to score, such as generating SQL queries.
Google Cloud outlines best practices for handling cloud reliability incidents
Google Cloud published a guide detailing best practices for managing cloud reliability incidents, emphasizing preparation and a structured response workflow. The recommendations aim to help organizations minimize the impact of outages by designing for failure and practicing incident response.
Migrating SQL Server Logins and Users to Google Cloud SQL After DMS Replication
Google Cloud's Database Migration Service (DMS) for SQL Server does not automatically migrate instance-level objects like server logins and permissions, which can cause application connection failures post-migration. This design choice prioritizes security, compliance, and identity modernization. Organizations must manually migrate these security objects using standard SQL Server tools to ensure proper access to Cloud SQL instances.
Yahoo uses flexible VMs in Managed Service for Apache Spark to optimize resource allocation
Yahoo implemented flexible Virtual Machines (VMs) within Google Cloud's Managed Service for Apache Spark to automatically manage resource fluctuations. This approach allows Yahoo to maintain continuous operation of its data pipelines by dynamically selecting available VM shapes across regional zones, avoiding delays caused by fixed VM configurations.
Google Cloud details Apache Spark deployment models and AI troubleshooting with Gemini Cloud Assist
Google Cloud published a technical guide on deploying Apache Spark workloads, focusing on serverless and managed cluster options, resource optimization, and troubleshooting with Gemini Cloud Assist. The guide helps users choose the appropriate Spark deployment model based on workload frequency, latency requirements, and cost considerations. It also covers using Gemini Cloud Assist for resolving serverless batch pipeline failures.
Modernizing Apache Hive with Google Cloud's Lakehouse Runtime Catalog
Google Cloud introduced its Lakehouse runtime catalog as a solution to modernize Apache Hive Metastore (HMS) deployments. This catalog addresses scaling bottlenecks, siloed identity governance, and operational overhead associated with traditional HMS in cloud environments.
Sharded Hub-and-Spoke Architecture Mitigates 'Noisy Neighbor' Issues in Multi-Tenant Platforms
Google Cloud engineers describe how a sharded hub-and-spoke architecture can prevent performance degradation in multi-tenant environments caused by a single tenant's high resource usage. This approach decouples processing to ensure platform resilience and maintain Service Level Agreements.
Google Cloud reports over $1 billion in revenue for 17 product lines and strong AI adoption
Google Cloud CEO Thomas Kurian presented updates at the Goldman Sachs Tech Conference, highlighting the company's full-stack AI approach and financial growth. Google Cloud reported 17 product lines each generating over $1 billion in revenue and significant growth in large deals, indicating expansion in its cloud and AI services.
Airtel used Google Cloud's Media CDN for IPL 2026 cricket broadcasts
Airtel partnered with Google Cloud to deliver its Indian Premiere League (IPL) 2026 cricket broadcasts, handling hundreds of petabytes of egress data and peak traffic of several Tbps. This collaboration enabled Airtel to manage massive concurrent viewership spikes and maintain a high-quality streaming experience for millions of fans.
Uber uses Google Cloud's Application Awareness on Cloud Interconnect for network reliability
Uber adopted Google Cloud's Application Awareness on Cloud Interconnect to prioritize critical traffic and improve network reliability during its cloud migration. This tool helped Uber manage network congestion and ensure business continuity, facilitating its move to Google Cloud.
TelevisaUnivision used Google Cloud's Media CDN for FIFA World Cup streaming
TelevisaUnivision utilized Google Cloud's Media CDN to stream the FIFA World Cup to millions of viewers, particularly in Latin America. This partnership addressed the challenges of high demand and fragmented network infrastructure in the region, ensuring uninterrupted live sports broadcasting.
Google Distributed Cloud Offers On-Premises AI Solutions for Data Sovereignty
Google Cloud is promoting its Google Distributed Cloud (GDC) as a solution for organizations with strict data sovereignty requirements to access advanced AI capabilities. GDC allows enterprises to deploy Google Cloud services, including AI models like Gemini, within their own data centers, addressing concerns about jurisdictional, economic, and geopolitical risks associated with cloud adoption.
Deutsche Bank adopts Google Cloud's Apigee for API management
Deutsche Bank implemented Google Cloud's Apigee as its central API management platform to modernize its banking infrastructure. This adoption aims to improve agility, governance, and security across its API ecosystem, supporting both internal microservices and external fintech integrations.
Target reduces database maintenance by 50% using Spanner Graph for retail discovery
Target migrated its product discovery data ecosystem to Spanner Graph, integrating search, vector, and transactional databases into a unified platform. This change reduced database maintenance by 50% and improved real-time personalization for shoppers.
Mandiant's Cyber Snapshot Report highlights human and systemic failures in successful intrusions
Mandiant's new Cyber Snapshot Report indicates that most successful cyber intrusions result from human and systemic failures, not just machine-speed attacks. The report emphasizes shifting from prevention to resilience, anticipating compromise, and securing recovery paths and executive digital footprints. This matters because it suggests a need for organizations to re-evaluate their cybersecurity strategies beyond traditional tool-based prevention.
Voicify uses Google Cloud's Gemini Flash for AI-enabled ordering in restaurants and healthcare
Voicify, founded in 2018, has shifted its focus to AI-powered voice assistants for restaurant and healthcare sectors, utilizing Google Cloud's Gemini Flash. This technology aims to address challenges like missed calls, order accuracy, and high call volumes by providing transactional precision and managing traffic spikes.