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Openai/692aba85-5b10-8006-817a-d5a83b020f8e
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====== 2.3.3 非同期ライフサイクル管理 ====== Pod の Ready 検知も、 * Kubernetes API や Kopf controller でのイベント監視に頼ると、 - 大量Pod同時起動でバックログが溜まり、 - 実際には起動済みなのに「Ready通知が来ない」時間が長くなる ため、 * Kopf はエラーハンドリング等のメンテ専用に縮小し、 * Pod 側の sidecar からトレーニングバックエンドへ Webhook を直接送ることで 起動完了を即時通知する方式に変更。 * この結果、クラスタ負荷に関わらず 起動から Ready まで常に < 10 秒に抑えられたと報告。INTELLECT_3_Technical_Report
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