Model Control Plane (MCP) Server

2025-03-12 16:15:23,447 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:15:23,447 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:15:23,465 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:17:56,377 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:17:56,377 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:17:56,391 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:20:23,711 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:20:23,711 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:20:23,724 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:23:03,393 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:23:03,393 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:23:03,406 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:23:13,936 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:23:13,936 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:23:13,949 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:25:24,001 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:25:24,001 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:25:24,016 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:35:39,285 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:35:39,285 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:35:39,301 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:40:39,621 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:40:39,621 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:40:39,625 - kubernetes-anomaly-detector - ERROR - Error querying Prometheus: HTTPConnectionPool(host='prometheus', port=9090): Max retries exceeded with url: /api/v1/query?query=%0A++++++++topk%2820%2C+rate%28container_cpu_usage_seconds_total%7Bcontainer_name%21%3D%22POD%22%2Ccontainer%21%3D%22%22%2Cimage%21%3D%22%22%2Cpod%21%3D%22%22%2Ckubernetes_io_hostname%3D~%22.%2A%22%7D%5B5m%5D%29+%3E+0%29%0A++++++++ (Caused by NameResolutionError("<urllib3.connection.HTTPConnection object at 0x758c950f76d0>: Failed to resolve 'prometheus' ([Errno -3] Temporary failure in name resolution)")) 2025-03-12 16:40:39,625 - kubernetes-anomaly-detector - ERROR - Failed to get CPU usage data 2025-03-12 16:40:39,627 - kubernetes-anomaly-detector - ERROR - Error querying Prometheus: HTTPConnectionPool(host='prometheus', port=9090): Max retries exceeded with url: /api/v1/query?query=%0A++++++++topk%2820%2Csum%28container_memory_usage_bytes%7Bpod%21%3D%22%22%2Ckubernetes_io_hostname%3D~%22.%2A%22%7D%29+by+%28pod%2C+kubernetes_io_hostname%29%29%0A++++++++ (Caused by NameResolutionError("<urllib3.connection.HTTPConnection object at 0x758c9509c0d0>: Failed to resolve 'prometheus' ([Errno -3] Temporary failure in name resolution)")) 2025-03-12 16:40:39,627 - kubernetes-anomaly-detector - ERROR - Failed to get memory usage data 2025-03-12 16:40:39,631 - kubernetes-anomaly-detector - ERROR - Error querying Prometheus: HTTPConnectionPool(host='prometheus', port=9090): Max retries exceeded with url: /api/v1/query?query=%0A++++++++topk%2820%2C+sum%28rate%28container_fs_writes_bytes_total%7Bpod%21%3D%22%22%2Ckubernetes_io_hostname%3D~%22.%2A%22%7D%5B5m%5D%29%29+by+%28pod%2Cdevice%2Ckubernetes_io_hostname%29%29%0A++++++++ (Caused by NameResolutionError("<urllib3.connection.HTTPConnection object at 0x758c950f7b20>: Failed to resolve 'prometheus' ([Errno -3] Temporary failure in name resolution)")) 2025-03-12 16:40:39,631 - kubernetes-anomaly-detector - ERROR - Failed to get disk write data 2025-03-12 16:40:39,633 - kubernetes-anomaly-detector - ERROR - Error querying Prometheus: HTTPConnectionPool(host='prometheus', port=9090): Max retries exceeded with url: /api/v1/query?query=%0A++++++++topk%2820%2Crate%28container_network_transmit_bytes_total%7Bname%21%3D%22%22%2Cpod%21%3D%22%22%2Ckubernetes_io_hostname%3D~%22.%2A%22%7D%5B5m%5D%29%29%0A++++++++ (Caused by NameResolutionError("<urllib3.connection.HTTPConnection object at 0x758c950deb80>: Failed to resolve 'prometheus' ([Errno -3] Temporary failure in name resolution)")) 2025-03-12 16:40:39,633 - kubernetes-anomaly-detector - ERROR - Failed to get network transmit data 2025-03-12 16:40:39,633 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:45:39,964 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:45:39,964 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:45:39,984 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:50:40,300 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:50:40,300 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:50:40,316 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:54:08,590 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:54:08,591 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:54:08,608 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 16:55:40,636 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 16:55:40,636 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 16:55:40,654 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 23:00:23,389 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 23:00:23,389 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 23:00:23,407 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 23:05:23,744 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 23:05:23,745 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 23:05:23,776 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-12 23:10:24,100 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-12 23:10:24,100 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-8180 on node master-1: 237081171.18404958 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-9694 on node master-1: 189664938.33556014 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-1878 on node worker-2: 176117442.76099628 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-3123 on node worker-1: 176117441.59435582 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-7603 on node master-1: 175149763.5473485 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-3383 on node worker-1: 175149763.4390183 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-2608 on node master-1: 162569945.66975877 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-1021 on node master-1: 155796199.7783225 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-5268 on node worker-1: 155796199.02000484 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-5579 on node worker-1: 155796198.49497247 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-8706 on node worker-2: 152409336.0575961 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-2767 on node worker-2: 145151748.73639128 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1529 on node worker-1: 144667898.4399994 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-4302 on node worker-1: 144667897.84413 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-6483 on node worker-2: 144184059.60192338 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-5061 on node worker-1: 142248702.86207467 errors/s 2025-03-12 23:10:24,338 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-3578 on node worker-2: 135474956.38731125 errors/s 2025-03-12 23:10:24,339 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-2654 on node master-1: 135474956.03731573 errors/s 2025-03-12 23:10:24,339 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-9172 on node worker-1: 135474955.7456329 errors/s 2025-03-12 23:10:24,339 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-3800 on node worker-1: 135474955.68728018 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-9694 on node master-1: 284497403.9158355 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-3744 on node worker-1: 264176162.91649145 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-8541 on node worker-1: 264176162.04147878 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-3123 on node worker-1: 257402414.45841983 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-5061 on node worker-1: 251596345.35557964 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-4302 on node worker-1: 232726619.83718047 errors/s 2025-03-12 23:10:24,341 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-6070 on node master-1: 231758941.67346817 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-2609 on node worker-1: 230307423.89260197 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-6723 on node worker-1: 224985210.3945443 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-6757 on node worker-1: 224985208.9570453 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-2356 on node worker-2: 223533677.59277526 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-5575 on node worker-1: 223533676.95114633 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-1021 on node master-1: 223533675.4928204 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-3965 on node worker-1: 217727623.57329774 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-8180 on node master-1: 216759927.8513433 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-7039 on node worker-2: 210470035.62715873 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-3062 on node worker-2: 203212448.93093714 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-3197 on node worker-2: 203212448.74346048 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-5268 on node worker-1: 203212434.49347696 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-7603 on node master-1: 203212432.3351403 errors/s 2025-03-12 23:10:24,342 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-17 21:53:36,442 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 21:53:36,442 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 21:53:36,459 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 21:58:36,816 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 21:58:36,816 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 21:58:36,835 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 21:59:58,070 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 21:59:58,071 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 21:59:58,087 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:04:58,420 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:04:58,421 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:04:58,436 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:09:58,789 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:09:58,789 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:09:58,806 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:14:59,150 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:14:59,150 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:14:59,167 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:19:59,478 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:19:59,478 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:19:59,496 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:24:59,838 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:24:59,838 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:24:59,856 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:27:56,114 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:27:56,114 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:27:56,132 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:32:56,484 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:32:56,484 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:32:56,505 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:37:56,851 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:37:56,852 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:37:56,868 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:42:57,206 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:42:57,206 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:42:57,225 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:47:57,576 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:47:57,577 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:47:57,593 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:52:57,913 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:52:57,913 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:52:57,930 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 22:57:58,278 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 22:57:58,279 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 22:57:58,299 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:02:58,631 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:02:58,631 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:02:58,650 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:07:58,962 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:07:58,962 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:07:58,979 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:12:59,243 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:12:59,244 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:12:59,262 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:17:59,593 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:17:59,593 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:17:59,615 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:22:59,951 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:22:59,951 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:22:59,973 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:28:00,322 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:28:00,322 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:28:00,343 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:33:00,684 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:33:00,684 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:33:00,700 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:38:01,050 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:38:01,051 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:38:01,071 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-17 23:43:01,401 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-17 23:43:01,401 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-17 23:43:01,419 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 15:52:02,523 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 15:52:02,523 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 15:52:02,540 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:10:02,083 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:10:02,084 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:10:02,098 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:15:02,418 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:15:02,418 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:15:02,435 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:20:02,786 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:20:02,786 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:20:02,806 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:25:03,102 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:25:03,102 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:25:03,118 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:30:03,437 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:30:03,437 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:30:03,454 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:35:03,787 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:35:03,787 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:35:03,804 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:40:04,136 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:40:04,136 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:40:04,163 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:45:04,405 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:45:04,405 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:45:04,420 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:50:04,672 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:50:04,672 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:50:04,687 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-18 18:55:04,960 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-18 18:55:04,960 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-18 18:55:04,978 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:16:03,663 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:16:03,663 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:16:03,680 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:21:04,040 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:21:04,040 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:21:04,062 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:26:04,414 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:26:04,414 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:26:04,430 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:31:04,768 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:31:04,768 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:31:04,787 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:36:05,136 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:36:05,137 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:36:05,152 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:41:05,480 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:41:05,481 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-5074 on node master-1: 245598804.7621932 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-6059 on node worker-1: 225685387.8710446 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-6257 on node worker-1: 199134165.76856932 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-3866 on node master-1: 199134165.5971544 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-3954 on node worker-1: 199134165.08286905 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8009 on node master-1: 199134164.48285902 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-8978 on node worker-2: 198304440.32430166 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-9122 on node worker-1: 192496360.8429491 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-2647 on node worker-2: 192081496.0101059 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-7920 on node worker-1: 185858555.40305722 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-9574 on node worker-2: 185858553.51733452 errors/s 2025-03-19 22:41:05,728 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-2848 on node worker-1: 179220750.24886695 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2065 on node worker-1: 172582944.12324467 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-1874 on node worker-1: 165945139.65476167 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-3930 on node master-1: 159307333.70058247 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-4657 on node worker-2: 159307332.3291616 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-3855 on node worker-1: 152669526.6035312 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-1908 on node worker-2: 152669526.3749599 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-5324 on node master-1: 146031719.79219335 errors/s 2025-03-19 22:41:05,729 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1143 on node master-1: 142712817.6115313 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-4657 on node worker-2: 391630525.0115152 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-5074 on node master-1: 347655063.4185992 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-9861 on node worker-1: 331890277.76668596 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-5324 on node master-1: 303679603.1399288 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-3954 on node worker-1: 292063443.87011474 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-6257 on node worker-1: 292063442.8415242 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-9324 on node worker-1: 292063442.7843902 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-1874 on node worker-1: 266756807.36976114 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-2438 on node worker-1: 245598805.50504336 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-6432 on node master-1: 238961000.40800422 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-2848 on node worker-1: 238961000.3508603 errors/s 2025-03-19 22:41:05,731 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9857 on node worker-2: 236471821.26090464 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-8009 on node master-1: 230248875.39312395 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-9574 on node worker-2: 225685388.15676248 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-8081 on node worker-1: 225685387.9853455 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-1143 on node master-1: 219047582.3168636 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1552 on node worker-1: 212409781.27697566 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-6848 on node worker-2: 212409775.56266963 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-3930 on node master-1: 205771973.0941965 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-7153 on node worker-2: 205771971.55135056 errors/s 2025-03-19 22:41:05,732 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 22:46:06,057 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:46:06,057 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:46:06,073 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:51:06,388 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:51:06,389 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:51:06,405 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:56:06,731 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:56:06,731 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:56:06,749 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 22:57:25,101 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 22:57:25,101 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 22:57:25,159 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 23:02:25,470 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:02:25,471 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-8628 on node worker-2: 495490403.6383072 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-6151 on node worker-1: 476874270.261661 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-4145 on node worker-2: 470760501.43780756 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-9654 on node master-1: 470760498.27988154 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2490 on node worker-1: 458532950.57951605 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-6078 on node worker-1: 427964086.5128558 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-5728 on node master-1: 415736544.18090963 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-1012 on node master-1: 409622773.51492524 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-9379 on node worker-2: 409622768.9359824 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-2449 on node worker-1: 385167681.3773163 errors/s 2025-03-19 23:02:25,842 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-9626 on node worker-2: 385167679.903666 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-8629 on node worker-1: 385167674.85101116 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-3926 on node worker-1: 379053908.9745229 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-2786 on node master-1: 379053908.71138054 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-6046 on node worker-1: 379053902.974531 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-2628 on node worker-2: 373032694.1926972 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-8421 on node master-1: 366826365.01100737 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2505 on node master-1: 361395314.49584955 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-3371 on node worker-2: 360712592.29241276 errors/s 2025-03-19 23:02:25,843 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-4705 on node master-1: 360712588.45029086 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-4145 on node worker-2: 709197631.7265251 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-2786 on node master-1: 660287449.188246 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-4363 on node master-1: 654173674.469591 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-8628 on node worker-2: 654173669.1011837 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-1012 on node master-1: 648059908.119442 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-9801 on node master-1: 623604822.1397338 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-7818 on node worker-2: 623604816.0871531 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-4705 on node master-1: 617491047.368512 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-2490 on node worker-1: 611999745.5398874 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-8476 on node master-1: 611377277.018327 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-5541 on node worker-2: 611377270.4919926 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-5728 on node master-1: 599149723.8443042 errors/s 2025-03-19 23:02:25,846 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1847 on node worker-1: 599149721.3706347 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-9379 on node worker-2: 593035962.073084 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-2615 on node worker-2: 580808399.2148145 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-3177 on node master-1: 577087363.604862 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-5063 on node worker-2: 568580861.9354942 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-6078 on node worker-1: 565364707.4805995 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-9626 on node worker-2: 562467091.8484273 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9654 on node master-1: 550239540.8322738 errors/s 2025-03-19 23:02:25,847 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 23:33:41,754 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:33:41,754 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:33:41,774 - kubernetes-anomaly-detector - INFO - No anomalies detected 2025-03-19 23:40:26,169 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:40:26,169 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-9664 on node master-1: 322699322.62094694 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-8404 on node worker-2: 316245334.4517391 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-1844 on node master-1: 303076771.0825189 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-3375 on node master-1: 297532681.8525096 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-5928 on node worker-1: 291460586.89970267 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-6727 on node master-1: 279316398.24876755 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-2594 on node worker-2: 277521414.2704402 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8454 on node master-1: 272716293.8097288 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-7516 on node worker-1: 271067431.2127522 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-8878 on node worker-2: 271067430.21263826 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-5540 on node worker-1: 251705475.48355058 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2167 on node worker-1: 251705470.81650102 errors/s 2025-03-19 23:40:26,458 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-9524 on node master-1: 248691913.64532804 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-4274 on node worker-1: 248427909.86925423 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-1042 on node worker-1: 245251485.48083988 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-6498 on node master-1: 245251483.86956722 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-9961 on node worker-1: 232343511.30922836 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1550 on node master-1: 225889524.91792294 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-1582 on node worker-1: 218067433.74644363 errors/s 2025-03-19 23:40:26,459 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-3708 on node worker-2: 212981551.07968837 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-6727 on node master-1: 477587182.2670166 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-4091 on node worker-2: 464679421.2433253 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-1582 on node worker-1: 437190883.9040809 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-8878 on node worker-2: 419502254.4935462 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-5540 on node worker-1: 419502250.104299 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1743 on node master-1: 413048372.1482177 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-3263 on node worker-1: 413048370.3148455 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-9900 on node master-1: 406594495.58111376 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-7007 on node worker-2: 400140616.0138131 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1369 on node worker-2: 393686730.4460628 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-9524 on node master-1: 393686727.8346647 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-2594 on node worker-2: 387232852.26767904 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9559 on node worker-1: 370397833.30797994 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-6498 on node master-1: 364061730.55413574 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-1550 on node master-1: 348509562.86280966 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1193 on node master-1: 339245344.55015886 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-3708 on node worker-2: 335601803.45037186 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-7178 on node master-1: 329147924.4386265 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-8454 on node master-1: 329147923.0496187 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1844 on node master-1: 309786286.45887727 errors/s 2025-03-19 23:40:26,461 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 23:41:10,679 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:41:10,679 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-9664 on node master-1: 248663662.52924582 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-5540 on node worker-1: 241943024.29769188 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-8404 on node worker-2: 235222382.2477167 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8454 on node master-1: 227604585.8452165 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-1844 on node master-1: 221781104.10681975 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-2594 on node worker-2: 221781100.9825964 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-6727 on node master-1: 215988404.09337863 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-7516 on node worker-1: 215060465.06529233 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2167 on node worker-1: 215060463.27174854 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-3375 on node master-1: 208339823.4781528 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-5928 on node worker-1: 208339823.47812405 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-8878 on node worker-2: 201619185.99870026 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-1369 on node worker-2: 197112103.99859405 errors/s 2025-03-19 23:41:10,953 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-9961 on node worker-1: 196749098.71895793 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-6498 on node master-1: 190578002.32429588 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-1193 on node master-1: 188177905.7171893 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-2031 on node master-1: 174736627.51841307 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-4274 on node worker-1: 174736626.70844325 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-2283 on node master-1: 168015988.70831493 errors/s 2025-03-19 23:41:10,954 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1550 on node master-1: 168015988.12976423 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1743 on node master-1: 393135189.8738606 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-4091 on node worker-2: 375347914.3836348 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-6727 on node master-1: 369627188.0604425 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-7007 on node worker-2: 349465706.7163237 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-8878 on node worker-2: 336024714.525147 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-2594 on node worker-2: 332876245.29300797 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-9900 on node master-1: 319445036.29295784 errors/s 2025-03-19 23:41:10,956 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-1582 on node worker-1: 315863234.2223901 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1193 on node master-1: 309142739.8046485 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9559 on node worker-1: 307465845.1176299 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-1550 on node master-1: 295123647.01590466 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1369 on node worker-2: 288981256.2041558 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-3263 on node worker-1: 288981253.65857446 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-9524 on node master-1: 288981253.54278386 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1844 on node master-1: 283870475.69686735 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-3708 on node worker-2: 271528277.96693456 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-7178 on node master-1: 271165273.6966598 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-2031 on node master-1: 268819772.89291316 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-5540 on node worker-1: 268819771.3886912 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-8454 on node master-1: 262099277.66519314 errors/s 2025-03-19 23:41:10,957 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 23:42:10,029 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:42:10,029 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-5540 on node worker-1: 207698227.5683786 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-9664 on node master-1: 160448530.35420927 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-6727 on node master-1: 153850538.83897585 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-8404 on node worker-2: 148832347.34923497 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-8878 on node worker-2: 141572232.21877715 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-1844 on node master-1: 130772958.71180023 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-1042 on node worker-1: 123080431.62747206 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8454 on node master-1: 121969924.22404717 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-1582 on node worker-1: 116887843.95898114 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-6556 on node worker-1: 116161846.83197771 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-7516 on node worker-1: 115387905.07293737 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-2283 on node master-1: 115387904.21201567 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-9409 on node master-1: 114709823.76376733 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-7871 on node worker-2: 113257801.12059452 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-2954 on node worker-1: 113257800.6705527 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-1296 on node worker-1: 113257797.32239632 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-4937 on node worker-1: 113257797.24739964 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-5928 on node worker-1: 109627728.54730038 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-1773 on node worker-1: 108901728.1994193 errors/s 2025-03-19 23:42:10,341 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-1743 on node master-1: 107695377.59126619 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-4091 on node worker-2: 293308624.79891247 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-9900 on node master-1: 284609169.6666406 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-7007 on node worker-2: 279514408.50360376 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod postgres-6727 on node master-1: 257008053.08420104 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-2594 on node worker-2: 246843892.04779696 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1844 on node master-1: 246148471.59994364 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1193 on node master-1: 223072053.02481532 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-1582 on node worker-1: 205461240.68674937 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-7178 on node master-1: 199995632.72791418 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9559 on node worker-1: 192303494.0416273 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-8878 on node worker-2: 192303492.91592032 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-4274 on node worker-1: 176919214.68257597 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-1369 on node worker-2: 176919214.28529438 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-2167 on node worker-1: 176919213.68926072 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-5540 on node worker-1: 169886678.32502285 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-8490 on node worker-2: 156818493.31691414 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-2031 on node master-1: 153842795.24658814 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-8404 on node worker-2: 153842794.78304514 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-3708 on node worker-2: 148832347.51795882 errors/s 2025-03-19 23:42:10,344 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-6840 on node master-1: 148106355.5827146 errors/s 2025-03-19 23:42:10,345 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 23:43:57,467 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:43:57,467 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-7931 on node worker-2: 195151912.70155373 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8479 on node master-1: 191667057.03114313 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1075 on node worker-2: 181212490.8200024 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-9187 on node worker-1: 158560928.27001214 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-6918 on node master-1: 146944743.26370472 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-2941 on node worker-2: 140555842.91553262 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-5468 on node worker-2: 139975032.29294056 errors/s 2025-03-19 23:43:57,737 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-7876 on node worker-1: 132424512.46459946 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-1965 on node worker-1: 132424511.9846303 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-1627 on node master-1: 132424511.7445997 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-2128 on node worker-2: 125454801.2538761 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-9043 on node worker-2: 120808325.80330184 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-2101 on node worker-1: 118485091.24308881 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-9441 on node worker-2: 118485090.76311736 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod grafana-2110 on node worker-1: 118485090.70311749 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-9588 on node master-1: 118485090.64308143 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-2621 on node master-1: 118485090.46311495 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod postgres-2839 on node worker-1: 118485090.46308826 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-8243 on node worker-2: 118485089.38307324 errors/s 2025-03-19 23:43:57,738 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-6556 on node worker-1: 116161846.83197771 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-9588 on node master-1: 264849023.00923932 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-2101 on node worker-1: 257879313.89844796 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-2110 on node worker-1: 250909602.14772892 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-2621 on node master-1: 236970179.24616358 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-4237 on node worker-2: 236970179.1861725 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-2128 on node worker-2: 216061047.59389618 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-6904 on node worker-2: 195151913.9015918 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-5468 on node worker-2: 188182200.89078292 errors/s 2025-03-19 23:43:57,740 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-6279 on node master-1: 181212490.8800491 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-8243 on node worker-2: 181212489.67999542 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-6918 on node master-1: 178889253.80479166 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-8479 on node master-1: 178889253.74973837 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-2941 on node worker-2: 174242782.0692564 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-9526 on node master-1: 174242780.44925255 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-9187 on node worker-1: 174242779.42921865 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-2494 on node master-1: 174242778.88920456 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-7931 on node worker-2: 171338733.14644915 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-8490 on node worker-2: 156818493.31691414 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-8643 on node worker-2: 153333646.39692163 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-9828 on node master-1: 153333646.39691687 errors/s 2025-03-19 23:43:57,741 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-19 23:48:58,094 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-19 23:48:58,094 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-8268 on node worker-1: 531899070.51957726 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-7241 on node master-1: 496447205.67067343 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-7671 on node worker-1: 458533683.56772625 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod redis-2795 on node worker-1: 427964772.9123537 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-3894 on node worker-1: 427964771.3333728 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-7919 on node worker-1: 427964769.7017734 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod nginx-1719 on node worker-1: 415737204.4290705 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-1479 on node worker-2: 409623425.8980198 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-1282 on node worker-1: 403509641.7879425 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-7047 on node worker-2: 403509641.6301355 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-4135 on node master-1: 403509640.5775203 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-2200 on node worker-1: 397395862.8885037 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-8038 on node worker-1: 391282074.93634117 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod prometheus-8645 on node master-1: 379054514.2426498 errors/s 2025-03-19 23:48:58,435 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod kafka-4561 on node worker-2: 379054512.76889914 errors/s 2025-03-19 23:48:58,436 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-1103 on node master-1: 379054512.1899269 errors/s 2025-03-19 23:48:58,436 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mysql-3444 on node worker-2: 379054510.2426128 errors/s 2025-03-19 23:48:58,436 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod mongodb-3267 on node master-1: 379054509.821553 errors/s 2025-03-19 23:48:58,436 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod rabbitmq-7879 on node worker-2: 375362525.2022437 errors/s 2025-03-19 23:48:58,436 - kubernetes-anomaly-detector - WARNING - Network transmit errors detected for pod elasticsearch-4262 on node master-1: 372940726.0272986 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mongodb-1056 on node master-1: 788677934.1931813 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-3444 on node worker-2: 756789462.0833156 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-7944 on node worker-1: 678629849.0022722 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-3894 on node worker-1: 666402289.9926414 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-2509 on node worker-1: 648060941.9784176 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod grafana-6477 on node worker-2: 648060935.6100178 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod rabbitmq-7241 on node master-1: 641947158.3947353 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-2795 on node worker-1: 635833374.4951725 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-8645 on node master-1: 629719591.0167804 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-2051 on node master-1: 623605806.6963528 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-7047 on node worker-2: 605264469.8924465 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-4561 on node worker-2: 599150676.15077 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod kafka-7046 on node worker-1: 599131031.5047426 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod mysql-1282 on node worker-1: 586923119.1940084 errors/s 2025-03-19 23:48:58,439 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod nginx-1719 on node worker-1: 580809340.2945282 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod redis-3071 on node master-1: 580809328.2418759 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-1479 on node worker-2: 574695542.8688031 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-2200 on node worker-1: 562467980.4381745 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod elasticsearch-4262 on node master-1: 550240424.42854 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Network receive errors detected for pod prometheus-8038 on node worker-1: 550240419.7970072 errors/s 2025-03-19 23:48:58,440 - kubernetes-anomaly-detector - WARNING - Detected 40 anomalies across all metrics 2025-03-20 00:05:50,624 - kubernetes-anomaly-detector - INFO - Initialized Kubernetes Anomaly Detector with Prometheus URL: http://prometheus:9090 2025-03-20 00:05:50,624 - kubernetes-anomaly-detector - INFO - Alert threshold: 90.0%, Window: 30m, Z-score threshold: 3.0 2025-03-20 00:05:50,643 - kubernetes-anomaly-detector - INFO - No anomalies detected