@@ -1116,105 +1116,7 @@ The ABAC check process is as follows:
111611162 . ** Extract Resource and Action** : From the incoming request, determine the permission required.
111711173 . ** Database Query** : Query the Access Management API database to check if the user has the required permission through its role.
11181118
1119- ## 7. Performance Analysis
1120-
1121- ### 7.1 Next.js Detection Performance
1122-
1123- | Approach | Memory Impact | CPU Impact | Detection Time |
1124- | ----------| ---------------| ------------| ----------------|
1125- | Static Analysis | Low | Low | < 1s |
1126- | Runtime API | Medium | Medium | < 100ms |
1127- | Hybrid | Medium | Low-Medium | < 1s |
1128-
1129- ### 7.2 Spring Boot Detection Performance
1130-
1131- | Approach | Memory Impact | CPU Impact | Detection Time |
1132- | ----------| ---------------| ------------| ----------------|
1133- | Reflection | Medium | Medium | 100-500ms |
1134- | Annotation Processing | Low | Low | < 100ms |
1135- | Actuator Integration | Low | Low | < 50ms |
1136-
1137- ### 7.3 Overall System Performance Considerations
1138-
1139- 1 . ** Caching Strategies** : Implement caching for detection results
1140- 2 . ** Incremental Detection** : Only detect changed resources
1141- 3 . ** Background Processing** : Perform detection asynchronously
1142- 4 . ** Rate Limiting** : Protect detection endpoints from abuse
1143-
1144- ## 8. Security Considerations
1145-
1146- 1 . ** Authentication** : Secure detection endpoints
1147- 2 . ** Authorization** : Limit access to resource metadata
1148- 3 . ** Data Sanitization** : Prevent information leakage
1149- 4 . ** Input Validation** : Protect against injection attacks
1150-
1151- ## 9. Test Scenarios
1152-
1153- ### 9.1 Unit Tests
1154-
1155- 1 . ** Next.js CLI Tool Tests**
1156- - Page detection accuracy
1157- - Route parameter handling
1158- - Metadata generation correctness
1159-
1160- 2 . ** Spring Boot Scanner Tests**
1161- - Controller detection
1162- - Annotation parsing
1163- - Endpoint mapping
1164-
1165- 3 . ** Resource Mapping Tests**
1166- - Entity conversion accuracy
1167- - Type mapping validation
1168- - URL normalization
1169-
1170- ### 9.2 Integration Tests
1171-
1172- 1 . ** Docker Build Tests**
1173- - Multi-stage build success
1174- - Artifact passing between stages
1175- - Provider-agnostic deployment
1176-
1177- 2 . ** API Endpoint Tests**
1178- - Detection endpoint accessibility
1179- - Response format validation
1180- - Authentication/authorization
1181-
1182- 3 . ** Access Management Integration Tests**
1183- - Resource registration success
1184- - Error handling
1185- - Update scenarios
1186-
1187- ### 9.3 Performance Tests
1188-
1189- 1 . ** Detection Time Tests**
1190- - Baseline performance measurements
1191- - Scaling with number of resources
1192- - Concurrent detection scenarios
1193-
1194- 2 . ** Resource Impact Tests**
1195- - Memory consumption
1196- - CPU utilization
1197- - Network overhead
1198-
1199- ### 9.4 Cross-Provider Tests
1200-
1201- 1 . ** AWS Deployment Tests**
1202- 2 . ** Azure Deployment Tests**
1203- 3 . ** GCP Deployment Tests**
1204- 4 . ** On-Premises Deployment Tests**
1205-
1206- ## 10. Recommended Implementation
1207-
1208- Based on the analysis, the recommended approach is:
1209-
1210- 1 . ** Next.js** : Hybrid detection (build-time + runtime API)
1211- 2 . ** Spring Boot** : Actuator integration with custom endpoint
1212- 3 . ** Docker** : Multi-stage build with detection stage
1213- 4 . ** Security** : JWT authentication for detection endpoints
1214-
1215- This combination provides the best balance of accuracy, performance, and provider flexibility.
1216-
1217- ## 11. References
1119+ ## 7. References
12181120
121911211 . Next.js Documentation: "https://nextjs.org/docs "
122011222 . Spring Boot Actuator: "https://docs.spring.io/spring-boot/docs/current/reference/html/actuator.html "
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