Author

Naoki Goto

@ngoto0208

articles: 11
total claps: 4
top claps: 4
avg read: 7.2 min
active: 2026-03-08 → 2026-05-11

Wiki topics

☁️ · DevOps & Cloud · 9 OPS · LLMOps & Inference · 6 🔓 · Open Source · 2 ML · Machine Learning · 2 RAG · RAG & Retrieval · 1 💻 · Programming · 1 EVAL · Evaluation & Benchmarks · 1 🎬 · Film & Television · 1

Top tags

#distilbert ·6 #kubernetes ·4 #aws-eks ·4 #raft ·2 #distributed-systems ·2 #golang ·2 #ml-infrastructure ·2 #docker ·2 #inference ·2 #github-actions ·1

HUM GEN AI

NA Naoki Goto

Understanding Attention

From Embeddings to KV Cache: How Transformers Actually Work

May 11, 2026 · 8 min read · 4 claps #machine-learning #transformers #self-attention

TCH AI

NA Naoki Goto

From 2s to 600ms: PyTorch vs ONNX Runtime

Benchmarking DistilBERT Inference on EKS

Apr 05, 2026 · 12 min read · 0 claps #distilbert #aws-eks #onnx-runtime

From 2s to 600ms: PyTorch vs ONNX Runtime

TCH MDA AI

NA Naoki Goto

Deploying & Observing Qwen2 on AWS EKS

Serving Qwen2–1.5B on AWS EKS with GPU: from infrastructure setup to VRAM observation

Apr 19, 2026 · 11 min read · 0 claps #qwen-2 #aws-eks #server-sent-events

TCH AI

NA Naoki Goto

Deploying DistilBERT on AWS EKS

From Minikube to AWS EKS: Infrastructure as Code, Load Testing, and What CPU Throttling Does to Inference Latency

Mar 27, 2026 · 8 min read · 0 claps #distilbert #aws-eks #kubernetes

TCH

NA Naoki Goto

Raft: Part 2 (Log Replication)

A developer’s perspective on Raft log replication: AppendEntries RPC, commitIndex vs lastApplied, and the Figure 8 problem explained.

Mar 08, 2026 · 7 min read · 0 claps #raft #consensus-algorithm #log-replication

TCH

NA Naoki Goto

Raft in Kubernetes: etcd

Deploying a Go API on Kubernetes and peeking inside etcd to see where Raft lives in production.

Mar 17, 2026 · 7 min read · 0 claps #kubernetes #raft #etcd

TCH

NA Naoki Goto

Autoscaling DistilBERT on EKS

Load Patterns and HPA Strategy Comparison

Apr 03, 2026 · 7 min read · 0 claps #distilbert #aws-eks #kubernetes-hpa

TCH AI

NA Naoki Goto

Deploying DistilBERT on Kubernetes

What I Learned About Resource Limits and Inference Latency

Mar 25, 2026 · 6 min read · 0 claps #kubernetes #distilbert #cpu-throttling

TCH

NA Naoki Goto

Implementing CI/CD Pipeline with GitHub Actions

Streamlining the deployment and eliminating human errors

Apr 10, 2026 · 5 min read · 0 claps #github-actions #ci-cd-pipeline #distilbert

Implementing CI/CD Pipeline with GitHub Actions

TCH

NA Naoki Goto

Defense in Depth: Building a Resilient API with Go and Kubernetes

What I learned about reliability and security by building a Go API and deploying it on Kubernetes.

Mar 18, 2026 · 5 min read · 0 claps #golang #kubernetes #defense-in-depth

Defense in Depth: Building a Resilient API with Go and Kubernetes

TCH AI

NA Naoki Goto

Containerizing DistilBERT

A beginner’s guide to deploying an open source NLP model with Docker

Mar 21, 2026 · 4 min read · 0 claps #distilbert #docker #inference