Google Cloud’s cybersecurity trends 2024

Security

Google Cloud’s cybersecurity trends 2024

• Google Cloud's Cybersecurity Forecast 2024 combines insights from its security teams.
• AI use in cyberattacks and defense expected to rise.
• Increased reliance on zero-days and cloud services by attackers noted.
• Shift towards newer programming languages like Go, Rust, Swift by malware authors. UPDATE

AI/ML

Vertex AI Search gains AI, enterprise features

• Vertex AI Search introduces generative AI features for customized business search.
• Customizable answers and document rank tuning in preview.
• New offerings: vector search, multimodal embeddings for text, image, and video. UPDATE

AWS rolls out Generative AI Framework

AWS Audit Manager introduces a new framework to audit generative AI practices on Amazon Bedrock, ensuring best practices compliance. UPDATE

SageMaker Canvas now with ML leaderboards

SageMaker Canvas adds advanced configurations for ML model building and a new leaderboard feature for performance comparison. UPDATE

App Building

Azure SQL debuts new updates

Azure SQL's latest update includes new features for Elastic Jobs, enhanced security, and Azure Portal integration for better database management. UPDATE

Management Tools

AWS Cost Management Enhances MemoryDB

AWS introduces new Cost Explorer recommendations for purchasing Amazon MemoryDB reserved nodes, for cost optimization. UPDATE

Observability

GA release for synthetic monitoring

Google Cloud's synthetic monitoring, a tool to simulate user interactions for app performance, is now generally available. UPDATE

Orchestration

GKE Enterprise edition launches

• GKE Enterprise, a premium Kubernetes service by Google Cloud, goes live November 15.
• Aims to boost development speed, run critical workloads, and cut ownership costs.
• Offers fleet management, advanced vulnerability insights, and managed governance. UPDATE

Azure introduces advanced Container Storage

• Azure Container Storage now in preview, offering scalable volumes natively for containers.
• Available in 26 regions, simplifies stateful app management on Azure Kubernetes Service (AKS).
• Enables rapid volume scaling, multi-zone storage pools, and dynamic resizing.
• Introduces volume snapshot and clone for recovery and protection. UPDATE

AKS updates Istio service mesh add-on

• Istio-based service mesh for AKS in public preview, updates features.
• Allows minor version upgrades, custom CA integration, and Istio egress support.
• Enhances control over Istio upgrades and traffic management within the service mesh. UPDATE

KEDA add-on now GA for AKS

The KEDA add-on for AKS has reached general availability, offering over 60 scalers for efficient application autoscaling. UPDATE

Multi-cluster Gateway for GKE goes GA

Google announces the general availability of the Multi-cluster Gateway controller for GKE, enabling unified load balancing across multiple clusters. UPDATE

Provisioning + Runtime

Google Cloud announces TPU v5e GA

• Cloud TPU v5e now generally available, boasts 2.3X better price-performance.
• Demonstrated in MLPerf Training 3.1, advances mixed-precision training.
• Enables large-scale training and inference workloads, efficient scaling to 50K chips. UPDATE