9 articles

📰 Dev.to · Daya Shankar

Articles from Dev.to · Daya Shankar · 9 articles · Updated every 3 hours · View all reads

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Operational Risks of Running Large Multi-Tenant Kubernetes Clusters
Dev.to · Daya Shankar 1mo ago
Operational Risks of Running Large Multi-Tenant Kubernetes Clusters
Large multi-tenant Kubernetes clusters concentrate risk. Tenants share the control plane, core...
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Hosted control plane: when it simplifies operations and when it adds complexity
Dev.to · Daya Shankar 1mo ago
Hosted control plane: when it simplifies operations and when it adds complexity
A hosted control plane moves Kubernetes control-plane components off your worker fleet either into a...
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Memory Ballooning Effects in Virtualized Cloud Environments
Dev.to · Daya Shankar 1mo ago
Memory Ballooning Effects in Virtualized Cloud Environments
Memory ballooning is a host memory reclaim method used during VM overcommit. The hypervisor inflates...
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Hybrid Orchestration Basics: Avoiding Single-Provider Risks in 2026
Dev.to · Daya Shankar 1mo ago
Hybrid Orchestration Basics: Avoiding Single-Provider Risks in 2026
Hybrid orchestration in 2026 means you can deploy the same workload across on-prem + AWS (and a...
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GPU Scheduling Deep Dive: How Cloud Providers Allocate GPUs for Multi-Tenant AI Workloads
Dev.to · Daya Shankar 1mo ago
GPU Scheduling Deep Dive: How Cloud Providers Allocate GPUs for Multi-Tenant AI Workloads
Cloud GPU “scheduling” is a chain of gates: quota decides if you’re allowed to ask, capacity...
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How to Set Up Edge Infrastructure for Low-Latency Production Apps in India
Dev.to · Daya Shankar 1mo ago
How to Set Up Edge Infrastructure for Low-Latency Production Apps in India
Edge infrastructure India work comes down to one thing: cut round trips. Put Cloudflare CDN in...
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Managed Cloud Infrastructure: What’s Included, What’s Not, and Why It Matters
Dev.to · Daya Shankar 1mo ago
Managed Cloud Infrastructure: What’s Included, What’s Not, and Why It Matters
Managed cloud infrastructure means your provider runs day-2 ops for defined layers patching,...
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Private connectivity vs VPN: when to upgrade your network architecture
Dev.to · Daya Shankar 1mo ago
Private connectivity vs VPN: when to upgrade your network architecture
A VPN gives you encrypted connectivity over the public internet. Private connectivity (Direct Connect...
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The Role of Edge & Distributed Data Centers in Reducing Compute Latency
Dev.to · Daya Shankar 2mo ago
The Role of Edge & Distributed Data Centers in Reducing Compute Latency
Edge and distributed data centers reduce latency by cutting physical distance, hop count, and...
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