task_id,task_name,priority,duration_minutes,deadline,arrival_time,dependencies,category,status,resource_required,cpu_cores,memory_mb T001,Database Backup,5,45,2024-01-15 18:00,2024-01-15 08:00,,System,Pending,Server A,2,512 T002,Email Notification,2,5,2024-01-15 10:00,2024-01-15 09:00,,Communication,Pending,Server B,1,128 T003,Data Processing,4,120,2024-01-15 14:00,2024-01-15 08:30,T001,Analytics,Pending,Server A,4,2048 T004,Report Generation,3,30,2024-01-15 16:00,2024-01-15 09:00,T003,Reporting,Pending,Server B,2,512 T005,User Authentication,5,10,2024-01-15 09:30,2024-01-15 09:00,,Security,Pending,Server C,1,256 T006,File Compression,2,60,2024-01-15 20:00,2024-01-15 10:00,,Storage,Pending,Server A,2,1024 T007,API Request Handler,4,15,2024-01-15 11:00,2024-01-15 10:30,,Network,Pending,Server C,2,512 T008,Log Analysis,3,90,2024-01-15 17:00,2024-01-15 08:00,,Monitoring,Pending,Server B,2,1024 T009,Cache Refresh,5,20,2024-01-15 12:00,2024-01-15 11:00,,Performance,Pending,Server C,1,2048 T010,Batch Processing,4,180,2024-01-15 22:00,2024-01-15 12:00,T006,Analytics,Pending,Server A,8,4096 T011,Security Scan,5,45,2024-01-16 06:00,2024-01-15 18:00,,Security,Pending,Server C,4,1024 T012,Image Processing,3,25,2024-01-15 13:00,2024-01-15 12:30,,Media,Pending,Server B,4,2048 T013,Notification Push,2,8,2024-01-15 14:30,2024-01-15 14:00,,Communication,Pending,Server C,1,128 T014,Data Sync,4,40,2024-01-15 15:00,2024-01-15 13:00,T003,Sync,Pending,Server A,2,512 T015,ML Model Training,5,240,2024-01-16 08:00,2024-01-15 08:00,T010,AI,Pending,GPU Server,16,16384 T016,Inventory Update,3,35,2024-01-15 16:30,2024-01-15 15:00,,Inventory,Pending,Server B,2,256 T017,Payment Processing,5,12,2024-01-15 10:15,2024-01-15 10:00,,Finance,Pending,Server C,2,512 T018,Order Fulfillment,4,50,2024-01-15 12:00,2024-01-15 10:00,T017,Orders,Pending,Server A,4,1024 T019,Video Encoding,2,150,2024-01-16 00:00,2024-01-15 14:00,,Media,Pending,GPU Server,8,8192 T020,Search Indexing,3,75,2024-01-15 18:00,2024-01-15 15:00,,Search,Pending,Server B,4,2048 T021,Fraud Detection,5,30,2024-01-15 11:00,2024-01-15 10:30,T017,Security,Pending,Server C,4,1024 T022,Recommendation Engine,3,60,2024-01-15 19:00,2024-01-15 16:00,T020,AI,Pending,GPU Server,8,4096 T023,Session Cleanup,2,15,2024-01-15 23:00,2024-01-15 22:00,,Maintenance,Pending,Server A,1,256 T024,Audit Logging,4,20,2024-01-15 17:30,2024-01-15 17:00,,Compliance,Pending,Server B,2,512 T025,Customer Segmentation,3,100,2024-01-15 20:00,2024-01-15 14:00,T003,Analytics,Pending,Server A,4,2048 T026,A/B Test Analysis,2,45,2024-01-15 21:00,2024-01-15 18:00,T25,Analytics,Pending,Server B,2,1024 T027,Newsletter Dispatch,3,25,2024-01-16 07:00,2024-01-15 20:00,,Communication,Pending,Server C,2,512 T028,Database Optimization,5,90,2024-01-16 04:00,2024-01-15 22:00,T01,System,Pending,Server A,4,2048 T029,Metrics Collection,4,10,2024-01-15 09:15,2024-01-15 09:00,,Monitoring,Pending,Server B,1,256 T030,Health Check,5,5,2024-01-15 08:30,2024-01-15 08:00,,System,Pending,Server C,1,128 T031,Load Balancing,4,15,2024-01-15 10:00,2024-01-15 09:30,T030,Network,Pending,Server A,2,512 T032,SSL Certificate Renewal,5,10,2024-01-20 00:00,2024-01-15 08:00,,Security,Pending,Server C,1,256 T033,Backup Verification,3,30,2024-01-15 19:00,2024-01-15 18:15,T001,System,Pending,Server A,2,512 T034,Data Export,2,45,2024-01-15 22:00,2024-01-15 20:00,T014,Export,Pending,Server B,2,1024 T035,Memory Optimization,4,25,2024-01-15 11:30,2024-01-15 11:00,,Performance,Pending,Server A,2,256 T036,Thread Pool Tuning,4,20,2024-01-15 12:30,2024-01-15 12:00,T035,Performance,Pending,Server A,2,256 T037,Queue Processing,3,40,2024-01-15 14:00,2024-01-15 13:00,,Messaging,Pending,Server B,4,1024 T038,Webhook Delivery,4,15,2024-01-15 10:45,2024-01-15 10:30,,Integration,Pending,Server C,2,256 T039,PDF Generation,2,35,2024-01-15 15:30,2024-01-15 14:30,T004,Reporting,Pending,Server B,2,512 T040,Thumbnail Creation,2,50,2024-01-15 16:00,2024-01-15 14:00,,Media,Pending,Server A,4,1024 T041,Rate Limiting Update,5,8,2024-01-15 09:00,2024-01-15 08:30,,Security,Pending,Server C,1,128 T042,Config Reload,4,3,2024-01-15 08:45,2024-01-15 08:30,,System,Pending,Server A,1,64 T043,DNS Update,5,5,2024-01-15 09:05,2024-01-15 09:00,,Network,Pending,Server C,1,64 T044,Service Discovery,4,12,2024-01-15 09:20,2024-01-15 09:00,T043,Network,Pending,Server A,1,256 T045,Circuit Breaker Reset,5,2,2024-01-15 10:05,2024-01-15 10:00,,Reliability,Pending,Server C,1,64 T046,Feature Flag Toggle,3,5,2024-01-15 11:00,2024-01-15 10:45,,Deployment,Pending,Server B,1,128 T047,Canary Deployment,4,60,2024-01-15 13:00,2024-01-15 11:00,T046,Deployment,Pending,Server A,4,2048 T048,Rollback Preparation,5,15,2024-01-15 13:30,2024-01-15 13:00,T047,Deployment,Pending,Server A,2,512 T049,Smoke Tests,4,20,2024-01-15 14:00,2024-01-15 13:30,T048,Testing,Pending,Server B,2,1024 T050,Performance Benchmark,3,45,2024-01-15 15:00,2024-01-15 14:00,T049,Testing,Pending,Server A,8,4096 T051,Dependency Update,2,30,2024-01-15 16:00,2024-01-15 15:00,,Maintenance,Pending,Server B,2,512 T052,Code Compilation,4,25,2024-01-15 10:30,2024-01-15 10:00,,Build,Pending,Server A,8,2048 T053,Unit Test Execution,3,40,2024-01-15 11:15,2024-01-15 10:30,T052,Testing,Pending,Server A,4,1024 T054,Integration Test Run,3,60,2024-01-15 12:30,2024-01-15 11:15,T053,Testing,Pending,Server B,4,2048 T055,Code Coverage Report,2,15,2024-01-15 13:00,2024-01-15 12:30,T054,Reporting,Pending,Server A,2,512 T056,Static Code Analysis,3,30,2024-01-15 11:00,2024-01-15 10:30,T052,Quality,Pending,Server B,2,1024 T057,Vulnerability Scan,5,45,2024-01-15 12:00,2024-01-15 11:00,T056,Security,Pending,Server C,4,2048 T058,Container Build,4,20,2024-01-15 11:45,2024-01-15 11:15,T053,Build,Pending,Server A,4,2048 T059,Registry Push,3,10,2024-01-15 12:00,2024-01-15 11:45,T058,Deployment,Pending,Server A,2,512 T060,Kubernetes Deploy,5,25,2024-01-15 12:30,2024-01-15 12:00,T059,Deployment,Pending,Server C,2,1024 T061,Service Mesh Update,4,15,2024-01-15 12:50,2024-01-15 12:30,T060,Infrastructure,Pending,Server C,2,512 T062,Monitoring Setup,3,20,2024-01-15 13:15,2024-01-15 12:50,T061,Monitoring,Pending,Server B,2,256 T063,Alert Configuration,3,10,2024-01-15 13:30,2024-01-15 13:15,T062,Monitoring,Pending,Server B,1,128 T064,Dashboard Update,2,15,2024-01-15 14:00,2024-01-15 13:30,T063,Visualization,Pending,Server A,2,512 T065,Capacity Planning,3,50,2024-01-15 15:00,2024-01-15 14:00,,Planning,Pending,Server B,2,1024 T066,Cost Optimization,2,40,2024-01-15 16:00,2024-01-15 15:00,T065,Finance,Pending,Server A,2,512 T067,Resource Allocation,4,25,2024-01-15 14:30,2024-01-15 14:00,,Infrastructure,Pending,Server C,2,512 T068,Auto-Scaling Config,4,20,2024-01-15 15:00,2024-01-15 14:30,T067,Infrastructure,Pending,Server C,2,256 T069,Failover Test,5,35,2024-01-15 16:00,2024-01-15 15:00,T068,Reliability,Pending,Server A,4,2048 T070,Disaster Recovery,5,60,2024-01-15 17:00,2024-01-15 16:00,T069,Reliability,Pending,Server A,4,4096 T071,Data Replication,4,45,2024-01-15 15:00,2024-01-15 14:00,,Sync,Pending,Server B,4,2048 T072,Sharding Rebalance,5,90,2024-01-15 17:00,2024-01-15 15:00,T071,Database,Pending,Server A,8,4096 T073,Index Rebuilding,4,120,2024-01-15 19:00,2024-01-15 17:00,T072,Database,Pending,Server A,4,2048 T074,Query Optimization,3,30,2024-01-15 20:00,2024-01-15 19:00,T073,Database,Pending,Server B,2,1024 T075,Connection Pool Tuning,4,15,2024-01-15 20:30,2024-01-15 20:00,T074,Database,Pending,Server A,2,512 T076,Cache Warming,3,40,2024-01-15 21:15,2024-01-15 20:30,T075,Performance,Pending,Server C,4,4096 T077,CDN Purge,2,10,2024-01-15 21:30,2024-01-15 21:15,,Network,Pending,Server B,1,128 T078,Asset Optimization,2,35,2024-01-15 22:15,2024-01-15 21:30,T077,Performance,Pending,Server A,4,1024 T079,Minification Task,2,20,2024-01-15 22:45,2024-01-15 22:15,T078,Build,Pending,Server A,2,512 T080,Bundle Analysis,2,15,2024-01-15 23:00,2024-01-15 22:45,T079,Analysis,Pending,Server B,2,256 T081,Lighthouse Audit,3,25,2024-01-15 23:30,2024-01-15 23:00,T080,Quality,Pending,Server B,2,512 T082,SEO Optimization,2,30,2024-01-16 00:00,2024-01-15 23:30,T081,Marketing,Pending,Server A,2,256 T083,Sitemap Generation,2,10,2024-01-16 00:15,2024-01-16 00:00,T082,SEO,Pending,Server A,1,128 T084,Robot.txt Update,1,5,2024-01-16 00:25,2024-01-16 00:15,T083,SEO,Pending,Server A,1,64 T085,Analytics Tracking,3,15,2024-01-16 00:45,2024-01-16 00:25,T084,Analytics,Pending,Server B,2,256 T086,Event Streaming,4,30,2024-01-15 14:30,2024-01-15 14:00,,Messaging,Pending,Server C,4,1024 T087,Message Queue Clear,3,20,2024-01-15 15:00,2024-01-15 14:30,T086,Messaging,Pending,Server C,2,512 T088,Dead Letter Process,4,25,2024-01-15 15:30,2024-01-15 15:00,T087,Messaging,Pending,Server B,2,512 T089,Retry Queue Flush,3,15,2024-01-15 16:00,2024-01-15 15:30,T088,Messaging,Pending,Server B,2,256 T090,API Rate Reset,5,5,2024-01-16 00:00,2024-01-15 23:55,,API,Pending,Server C,1,64 T091,Token Rotation,5,10,2024-01-16 00:15,2024-01-16 00:00,T090,Security,Pending,Server C,1,128 T092,Secret Refresh,5,8,2024-01-16 00:30,2024-01-16 00:15,T091,Security,Pending,Server C,1,128 T093,Certificate Validation,4,12,2024-01-16 00:45,2024-01-16 00:30,T092,Security,Pending,Server A,1,256 T094,Compliance Check,5,45,2024-01-16 01:30,2024-01-16 00:45,T093,Compliance,Pending,Server B,2,512 T095,GDPR Audit,4,60,2024-01-16 02:30,2024-01-16 01:30,T094,Compliance,Pending,Server B,2,1024 T096,Data Retention,3,30,2024-01-16 03:00,2024-01-16 02:30,T095,Compliance,Pending,Server A,2,512 T097,Archive Old Data,2,90,2024-01-16 04:30,2024-01-16 03:00,T096,Storage,Pending,Server A,4,2048 T098,Storage Cleanup,2,45,2024-01-16 05:15,2024-01-16 04:30,T097,Storage,Pending,Server A,2,1024 T099,Quota Update,3,10,2024-01-16 05:30,2024-01-16 05:15,T098,Storage,Pending,Server B,1,256 T100,System Restart,5,15,2024-01-16 06:00,2024-01-16 05:30,T099,System,Pending,Server A,1,512