{ "paper": "Instantiating the Knowledge Plane (HotNets 2026)", "source_commit": "c317e3935ea807e0ba6b077a56fea9c16c21782d", "created": "2026-10-24", "scenarios": [ { "id": "kp_university_firewall", "title": "Knowledge Plane: university firewall", "paper": "\u00a73.2 Fault Diagnosis, cause #1 (Figure 1)", "topology": "knowledge_plane", "prompts": "knowledge_plane", "script": "kp_why_fix.py", "logs_dir": "logs/knowledge_plane_university_firewall", "nodes": [ "User", "Uni", "AS1", "AS2", "EveLink", "ACM", "Web" ], "runs": [ { "model": "opus-4-7", "model_label": "Claude Opus 4.7", "stem": "knowledge_plane-firewall-opus-4-7", "files": [ "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-ACM-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-ACM.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-AS1-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-AS1.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-AS2-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-AS2.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-EveLink-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-EveLink.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-Uni-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-Uni.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-User-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-User.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-Web-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-Web.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-final-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7-reasoning-moments.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-opus-4-7.html" ] }, { "model": "gpt-5.5", "model_label": "GPT 5.5", "stem": "knowledge_plane-firewall-gpt-5.5", "files": [ "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-ACM-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-ACM.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-AS1-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-AS1.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-AS2-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-AS2.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-EveLink-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-EveLink.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-Uni-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-Uni.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-User-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-User.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-Web-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-Web.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-final-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5-reasoning-moments.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-gpt-5.5.html" ] }, { "model": "qwen2.5-72b-awq", "model_label": "Qwen 2.5 72B (AWQ)", "stem": "knowledge_plane-firewall-qwen2.5-72b-awq", "files": [ "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-ACM-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-ACM.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-AS1-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-AS1.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-AS2-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-AS2.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-EveLink-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-EveLink.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-Uni-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-Uni.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-User-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-User.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-Web-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-Web.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-final-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq-reasoning-moments.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-qwen2.5-72b-awq.html" ] }, { "model": "glm-5.2", "model_label": "GLM 5.2 (FP4)", "stem": "knowledge_plane-firewall-glm-5.2", "files": [ "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-ACM-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-ACM.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-AS1-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-AS1.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-AS2-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-AS2.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-EveLink-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-EveLink.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-Uni-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-Uni.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-User-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-User.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-Web-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-Web.log", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-final-report.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2-reasoning-moments.md", "logs/knowledge_plane_university_firewall/knowledge_plane-firewall-glm-5.2.html" ] } ] }, { "id": "kp_dns_stale", "title": "Knowledge Plane: stale DNS", "paper": "\u00a73.2 Fault Diagnosis, cause #2 (Figure 1)", "topology": "knowledge_plane", "prompts": "knowledge_plane", "script": "kp_why_fix.py", "logs_dir": "logs/knowledge_plane_dns_stale", "nodes": [ "User", "Uni", "AS1", "AS2", "EveLink", "ACM", "Web" ], "runs": [ { "model": "opus-4-7", "model_label": "Claude Opus 4.7", "stem": "knowledge_plane-dns_stale-opus-4-7", "files": [ "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-ACM-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-ACM.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-AS1-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-AS1.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-AS2-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-AS2.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-EveLink-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-EveLink.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-Uni-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-Uni.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-User-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-User.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-Web-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-Web.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-final-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7-reasoning-moments.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-opus-4-7.html" ] }, { "model": "gpt-5.5", "model_label": "GPT 5.5", "stem": "knowledge_plane-dns_stale-gpt-5.5", "files": [ "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-ACM-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-ACM.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-AS1-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-AS1.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-AS2-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-AS2.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-EveLink-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-EveLink.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-Uni-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-Uni.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-User-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-User.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-Web-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-Web.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-final-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5-reasoning-moments.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-gpt-5.5.html" ] }, { "model": "qwen2.5-72b-awq", "model_label": "Qwen 2.5 72B (AWQ)", "stem": "knowledge_plane-dns_stale-qwen2.5-72b-awq", "files": [ "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-ACM-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-ACM.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-AS1-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-AS1.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-AS2-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-AS2.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-EveLink-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-EveLink.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-Uni-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-Uni.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-User-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-User.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-Web-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-Web.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-final-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq-reasoning-moments.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-qwen2.5-72b-awq.html" ] }, { "model": "glm-5.2", "model_label": "GLM 5.2 (FP4)", "stem": "knowledge_plane-dns_stale-glm-5.2", "files": [ "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-ACM-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-ACM.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-AS1-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-AS1.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-AS2-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-AS2.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-EveLink-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-EveLink.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-Uni-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-Uni.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-User-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-User.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-Web-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-Web.log", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-final-report.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2-reasoning-moments.md", "logs/knowledge_plane_dns_stale/knowledge_plane-dns_stale-glm-5.2.html" ] } ] }, { "id": "kp_server_overload", "title": "Knowledge Plane: overloaded server", "paper": "\u00a73.2 Fault Diagnosis, cause #3 (Figure 1)", "topology": "knowledge_plane", "prompts": "knowledge_plane", "script": "kp_why_fix.py", "logs_dir": "logs/knowledge_plane_server_overload", "nodes": [ "User", "Uni", "AS1", "AS2", "EveLink", "ACM", "Web" ], "runs": [ { "model": "opus-4-7", "model_label": "Claude Opus 4.7", "stem": "knowledge_plane-overload-opus-4-7", "files": [ "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-ACM-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-ACM.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-AS1-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-AS1.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-AS2-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-AS2.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-EveLink-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-EveLink.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-Uni-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-Uni.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-User-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-User.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-Web-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-Web.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-final-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7-reasoning-moments.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-opus-4-7.html" ] }, { "model": "gpt-5.5", "model_label": "GPT 5.5", "stem": "knowledge_plane-overload-gpt-5.5", "files": [ "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-ACM-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-ACM.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-AS1-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-AS1.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-AS2-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-AS2.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-EveLink-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-EveLink.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-Uni-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-Uni.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-User-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-User.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-Web-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-Web.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-final-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5-reasoning-moments.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-gpt-5.5.html" ] }, { "model": "qwen2.5-72b-awq", "model_label": "Qwen 2.5 72B (AWQ)", "stem": "knowledge_plane-overload-qwen2.5-72b-awq", "files": [ "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-ACM-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-ACM.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-AS1-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-AS1.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-AS2-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-AS2.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-EveLink-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-EveLink.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-Uni-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-Uni.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-User-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-User.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-Web-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-Web.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-final-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq-reasoning-moments.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-qwen2.5-72b-awq.html" ] }, { "model": "glm-5.2", "model_label": "GLM 5.2 (FP4)", "stem": "knowledge_plane-overload-glm-5.2", "files": [ "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-ACM-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-ACM.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-AS1-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-AS1.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-AS2-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-AS2.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-EveLink-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-EveLink.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-Uni-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-Uni.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-User-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-User.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-Web-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-Web.log", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-final-report.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2-reasoning-moments.md", "logs/knowledge_plane_server_overload/knowledge_plane-overload-glm-5.2.html" ] } ] }, { "id": "celer_bridge", "title": "Celer Bridge 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"logs/celer_bridge/celer_bridge-qwen2.5-72b-awq-celer_bridge-final-report.md", "logs/celer_bridge/celer_bridge-qwen2.5-72b-awq-celer_bridge-reasoning-moments.md", "logs/celer_bridge/celer_bridge-qwen2.5-72b-awq-celer_bridge-routes.pdf", "logs/celer_bridge/celer_bridge-qwen2.5-72b-awq-celer_bridge.html", "logs/celer_bridge/celer_bridge-qwen2.5-72b-awq-celer_bridge.txt" ] }, { "model": "glm-5.2", "model_label": "GLM 5.2 (FP4)", "stem": "celer_bridge-glm-5.2-celer_bridge", "files": [ "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-AWS-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-AWS.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-ISP-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-ISP.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-LegitAS-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-LegitAS.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-Tier1-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-Tier1.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-TinyInc-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-TinyInc.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-TransitAS-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-TransitAS.log", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-final-report.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-reasoning-moments.md", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge-routes.pdf", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge.html", "logs/celer_bridge/celer_bridge-glm-5.2-celer_bridge.txt" ] } ] }, { "id": "optimizing_billing_policy", "title": "Billing-aware load balancing", "paper": "\u00a73.4 Agentic policy-based routing (Figure 3)", "topology": "optimizing_billing_policy", "prompts": "optimizing_billing_policy", "script": "billing_policy.py", "logs_dir": "logs/optimizing_billing_policy", "nodes": [ 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