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 | $identifier = Identify-SystemProblems -IdentificationID "IDENTIFICATION001" `
 -ProblemTypes @("Performance", "Security", "Availability", "Compliance") `
 -IdentificationMode "Proactive" `
 -IdentificationConfig @{
 "Performance" = @{
 "Metrics" = @("CPU", "Memory", "Storage", "Network")
 "Threshold" = 80
 "Interval" = 60
 "Report" = $true
 }
 "Security" = @{
 "Metrics" = @("Vulnerability", "Threat", "Compliance")
 "Threshold" = 80
 "Interval" = 60
 "Report" = $true
 }
 "Availability" = @{
 "Metrics" = @("Uptime", "Downtime", "Recovery")
 "Threshold" = 80
 "Interval" = 60
 "Report" = $true
 }
 "Compliance" = @{
 "Metrics" = @("Policy", "Standard", "Regulation")
 "Threshold" = 80
 "Interval" = 60
 "Report" = $true
 }
 } `
 -LogPath "C:\Logs\problem_identification.json"
 
 
 $analyzer = Analyze-SystemProblems -AnalysisID "ANALYSIS001" `
 -AnalysisTypes @("RootCause", "Impact", "Trend") `
 -AnalysisMode "RootCause" `
 -AnalysisConfig @{
 "RootCause" = @{
 "Methods" = @("Statistical", "MachineLearning", "RuleBased")
 "Threshold" = 0.8
 "Interval" = 60
 "Report" = $true
 }
 "Impact" = @{
 "Methods" = @("Statistical", "MachineLearning", "RuleBased")
 "Threshold" = 0.8
 "Interval" = 60
 "Report" = $true
 }
 "Trend" = @{
 "Methods" = @("Statistical", "MachineLearning", "RuleBased")
 "Threshold" = 0.8
 "Interval" = 60
 "Report" = $true
 }
 } `
 -ReportPath "C:\Reports\problem_analysis.json"
 
 
 $resolver = Resolve-SystemProblems -ResolutionID "RESOLUTION001" `
 -ResolutionTypes @("Performance", "Security", "Availability", "Compliance") `
 -ResolutionMode "Permanent" `
 -ResolutionConfig @{
 "Performance" = @{
 "Actions" = @("Optimize", "Scale", "Upgrade")
 "Timeout" = 300
 "Retry" = 3
 "Report" = $true
 }
 "Security" = @{
 "Actions" = @("Patch", "Update", "Configure")
 "Timeout" = 300
 "Retry" = 3
 "Report" = $true
 }
 "Availability" = @{
 "Actions" = @("Restore", "Failover", "Recover")
 "Timeout" = 300
 "Retry" = 3
 "Report" = $true
 }
 "Compliance" = @{
 "Actions" = @("Update", "Configure", "Validate")
 "Timeout" = 300
 "Retry" = 3
 "Report" = $true
 }
 } `
 -ReportPath "C:\Reports\problem_resolution.json"
 
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