Centralized Log Management and Analysis Platform for Cloud Applications
NTPL Digital Private Limited Cloud Operations & It Infrastructure ManagementProject Objectives:
Build a centralized log management platform that aggregates logs from distributed cloud applications, enabling real-time search, filtering, anomaly detection, and troubleshooting to improve system observability and operational efficiency.
Project Tasks:
Study centralized logging architecture.
Deploy multi-service cloud application.
Configure Filebeat or Fluentd for log shipping.
Set up Elasticsearch cluster.
Integrate Kibana dashboards.
Create structured log formats (JSON).
Implement log indexing strategies.
Enable real-time log filtering and search.
Simulate application failures.
Perform root cause analysis using logs.
Monitor log storage performance.
Implement log retention policies.
Evaluate scalability under high log volume.
Document observability workflow
Educational Qualifications
B.TechBCAMCA
Required Skills
Dashboard Development & VisualizationCloud Application Deployment & ManagementLog Aggregation & Monitoring (Elk Stack, Fluentd, Filebeat)Real-Time Data Analysis & SearchTroubleshooting & Root Cause Analysis
