Data Collect Audit log Event The unhealthy node Monitoring Isolation Recover Degrade Data Analysis Failures/Machine Failures/Reason Report Lifecycle of Pod Failure Reason Target Kubelet Apiserver Daily Report Validation Housekeepi ng High Available Fast Recovery Display Board Alert Analysis Platform Weekly Report SLO： Indicate the cluster is healthy or there is something unexpected happened Storage Analysis Platform Trace Report Weakness The trace system Data Collect: Collect Audit log for the whole cluster. Data analysis: Analyze failure reason if pod is failed. Reason analysis: Analyze

computing solution, SmartEdge, addresses the increasing need to gather data in real time and perform analysis at the point of collection, supplying imme- diate insight which results in faster deci- sion-making embedded sensors perform a variety of distinct functions, gathering data in real time and performing analysis at the point of collection. Whether it’s a camera scanning the environment or biometrics that

privileged users, no scans, trust • code analysis • source available? • gotchas: big surface, many languages { } } • sanitizing user input • static code analysis • gotchas: log-leaking} • sensitive

and stateful apps. Benefit: l Autoscaling in Cloud l Consolidate online service and offline analysis l Ecosystem( Monitor, logging etc) l Fine grained resource isolation l …… About Spark on Kubernetes

(IAST) 動態應用安全測試 (黑箱測試): Dynamic Application Security Test (DAST) 軟體元件分析: Software Component Analysis (SCA) 測試 提交 部署 生產 持續整合 持續交付與部署 預提交 提交 監控 滲透測試 紅隊測試 互動應用安全測試 動態應用安全測試