- Activated debug for service and pathcomp

- Updated manifest files

- Removed unused code

Added buffer to centralized attack detector component for it to wait until it receives BATCH_SIZE requests until it makes an inference

- Added metrics port to manifest
- Added service monitor manifest
- Added metrics server
- Extended RequestGenerator to retrieve request_type
- Extended RequestScheduler to monitor setup and teardown requests and type of requests

- Updated Cockroach Operator from v2.9.0 to v2.10.0
- Updated CockroachDB from v22.2.0 to v22.2.8
- Updated per-node requested and limit resources

- Updated Cockroach manifests to download latest revisions and bug fixes for CockroachDB

- Updated Device requested and limit resources

- Updated Service and Slice requested and limit resources

- Added metrics port
- Added service monitor

- Skip NATS client port from linkerd
- Add NATS backend logging messages

- Craete CockroachDB Operator Namespace in advance to prevent issues with Linkerd

- Removed unneeded scripts/files
- Cleaned up changes

- Updated requests and limits per pod
- Updated HPA replica limits

- Added autoscalers for context, service, slice, and pathcomp components

- Added linkerd injectors for load balancing (commented, not working)
- Added service monitor to my_deploy.sh

- Corrected definition of webui and compute manifests
- Reduced requested quota

- Added GetConfiguredACLRules RPC and ACLRules message to AM protobuf file to allow exporting ACL rules created by this component to other components.
- Implemented new RPC in the AM component to allow exporting ACL rules created to other components.
- Increased KPI monitoring aggregation time interval from 5 seconds to 60 seconds.
- Cleaned up CAD protobuf file.
- Added useful logging statements to CAD and AM components.
- Formatted CAD and AM code.
- Removed unused gRPC channels in AM.
- Restructured the cryptomining detector model directory.
- Renamed cryptomining detector model file to include relevant details to help better identify the model.
- Improved cryptomining detector model loading by removing the need for the model filename to be hardcoded in the code.
- Removed old cryptomining detector models.
- Refactored CAD code to improve readability.
- Added script to automatically copy compiled protobuf files to DAD component.
- Updated complete_deploy.sh to conform to the new TFS Release 2 deployment process.
- Updated CAD and AM protbuf file messages and RPCs to improve readability and clarity.
- Updated CAD and AM client and service to use the new RPCs names.
- Changed CAD output message to use the cryptomining detector model filename as identifier.
- Added ConnectionInfo class in CAD component to facilitate comparison and serialization of connection information.
- Removed test statements used to check the time taken by the cryptomining detector to perform the inference using different batch sizes.
- Added a function to properly measure the time taken by the cryptomining detector model to process a batch of connection statistics.
- Added IP addresses corresponding to known cryptomining connections to validate the cryptomining detector model performance in the classification task.
- Implemented several metrics in the CAD component to monitor the performance of the cryptomining detector model in the classification task.
- Implemented a function to export the performance metrics of the cryptomining detector in the classification task to an external file.
- Added script to retrieve performance metrics of the cryptomining detector in the classification task from CAD container.

- Corrected limits and replicas of compute and webui components

- Restored log levels

- updated log level to debug

- Reduced log levels to INFO
- Generalized paths
- Minor code and comment cleanup

- Disabled slice grouping by default

- updated to include flag to activate slice grouping
- updated to import qdb secrets

- ML model features have been embedded in the model's own ONNX file instead of being hard-coded in the component and the old model was replaced by this new one.
- A new RPC has been added to the Centralized Attack Detector component that allows other components to know which features the ML model is using.
- Added a short path in the Service component for forwarding service-to-device ACL rules (to be removed in the future).
- Added logging messages on the Service and Device components to test and track ACL rule forwarding (to be removed in the future).

- corrected overwritten symbolic links