Provider discovery
AWS alternatives with infrastructure in Türkiye
AWS, PortvMind Cloud, Google Cloud, Azure and the other tracked providers when a workload needs an AWS alternative in Türkiye.
Research
Cloud infrastructure research
Sourced research on GPU and LLM inference, cloud audit logging, cloud providers in Türkiye, object storage and pricing.
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Cloud security & auditing
AWS CloudTrail alternatives: audit logging on other clouds and OpenStack
CloudTrail's equivalents on Google Cloud, Azure, OpenStack-based clouds and smaller providers, compared on scope, identity, retention, export and integrity.
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GPU & AI infrastructure
Best GPU for LLM inference: matching H100, H200 and L40S to model size
Which GPU to use for LLM inference by model size, precision, context length and concurrency — a sizing guide for Qwen, Llama, DeepSeek and MiniMax.
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Cloud security & auditing
Cloud activity monitoring: how audit logs, alerts and metrics fit together
The difference between cloud audit logging, activity monitoring and performance monitoring, and how to build alerts on audit events across providers.
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Cloud security & auditing
Cloud audit logging compared: CloudTrail, vTrail, Google Cloud Audit Logs and Azure Activity Log
How cloud providers record who did what and when: scope, identity, request metadata, retention, export and integrity across four audit-logging services.
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Cloud security & auditing
Cloud audit trail best practices: coverage, retention, integrity and review
A practical checklist for cloud audit trails: what to log, how long to keep it, how to protect it from tampering and how to review it, mapped to provider features.
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Provider discovery
Cloud providers in Türkiye: regions, local zones and GPU availability
Which global and regional cloud providers operate infrastructure in Türkiye, what type it is, and which services and GPUs are available locally.
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Pricing
GPU cloud cost comparison: H100, H200 and L40S prices per GPU-hour
Published H100, H200 and L40S cloud prices per GPU-hour with sources, normalised per GB of memory and per TB/s of bandwidth, and what they leave out.
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GPU & AI infrastructure
Multi-user LLM inference: how concurrency, context and KV cache limit a GPU
How many concurrent users a GPU can serve: KV-cache capacity by context length, why latency rises with load, and how to benchmark concurrency properly.
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GPU & AI infrastructure
NVIDIA H100 vs H200 for LLM inference: memory, bandwidth and when the upgrade matters
H100 vs H200 compared on specifications, model fit, KV-cache headroom and decode bandwidth ceilings for Llama, Qwen and DeepSeek inference.
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GPU & AI infrastructure
NVIDIA H100 vs L40S: which GPU fits your inference workload?
H100 vs L40S compared on memory, bandwidth, FP8 compute and model fit, with derived decode ceilings and published cloud prices per GPU-hour.
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GPU & AI infrastructure
NVIDIA H200 vs L40S: capacity, bandwidth and inference cost trade-offs
H200 vs L40S compared for LLM inference: 141 GB HBM3e vs 48 GB GDDR6, decode ceilings, model fit from 7B to 72B and published cloud prices.