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ExternalCloud
Google Cloud Blog

Solving the "Noisy Neighbor": How Sharded Architecture Protects Multi-Tenant Platforms

Whether you are a multi-tenant SaaS provider, a large enterprise managing internal data platforms, or a company handling mixed-workload data processing, managing a shared infrastructure environment means facing a common threat: the 'noisy neighbor'. A single tenant with a massive data burst or a failing database instance can bring down the entire neighborhood, manifesting as significant backlog accumulation and global Service Level Agreement (SLA) violations across critical data pipelines Here i

Data Analytics
Google Cloud BlogRead original
ExternalCloud
Google Cloud Blog

Scaling agentic AI: How UiPath built its high-performance GPU platform on AI Hypercomputer

As a market leader in enterprise agentic automation and business orchestration, UiPath is helping to pioneer an industry shift toward agentic AI. With it, the company is deploying autonomous agents to actively reason, make decisions, and execute complex business processes across its disparate systems.  This transition from simple task automation to cognitive decision-making agents requires a massive surge in computational power and powerful infrastructure that’s reliable enough for the needs of

Customers
Google Cloud BlogRead original
ExternalDevOps
CNCF Blog

K8gb becomes a CNCF incubating project

The CNCF Technical Oversight Committee (TOC) has voted to accept Kubernetes Global Balancer (K8gb) as a CNCF incubating project.  About K8gb K8gb is an open source, cloud native Global Server Load Balancing (GSLB) solution designed specifically...

Announcements
CNCF BlogRead original
ExternalDevOps
HashiCorp Blog

HCP Terraform is the control plane for AI-driven infrastructure

AI-driven infrastructure is broader than generating configuration. It is a growing set of workflows across the whole lifecycle: application teams composing infrastructure from approved patterns in natural language, platform teams designing modules and generating policy from compliance requirements, provider developers building against API specifications, and the Day 2 operations of drift, version uplifts, and lifecycle management.   What AI changed is where the constraint sits. Code that took da

HashiCorp BlogRead original
ExternalSoftware Engineering
DZone

Securing Branch Networks With Firewalls, VPNs, IDS/IPS, and Identity-Based Access

Branch networks no longer behave like quiet extensions of a single headquarters LAN. They terminate local user traffic, break out directly to the internet for SaaS, maintain persistent connections back to core systems, and increasingly host devices that are operationally important even when central resources are unavailable. NIST notes that the enterprise network landscape has shifted because of cloud services, geographic dispersion, and changes in application design, while zero trust guidance e

DZoneRead original
ExternalTechnology Trends
The Verge Tech

Reddit is introducing a new moderator: AI

Reddit is enlisting AI to help moderate new subreddits - and eventually the rest of site. The company is introducing automated moderation tools that rely on LLMs to help mods manage their communities, and it's expanding who can use those tools today ahead of a full launch later this year. The company calls the suite of tools "Rules Hub," and the tools let mods decide what rules should be automatically enforced and what should happen when a rule is triggered. Rules Hub relies on LLMs to evaluate

The Verge TechRead original

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