Madhulatha Mandarapu, Sandeep Kunkunuru · 2026 · arXiv
DOI: 10.48550/arXiv.2610.30004 · open-access PDF
Analisis akar alarm dipelajari pada data yang tidak dapat dibagikan. log operator bersifat rahasia, sehingga apa yang diterbitkan di lapangan adalah grafik penyebab antara jenis alarm dan bukan per-incident causes, sebuah skenario tetap, gated, atau tidak pernah diterbitkan. Dua benchmark terbaru membawa per-incident root causes pada skala; tidak ada yang menyatakan lokasi unduhan atau lisensi. Kami memberikan generator bukannya set data. Ini berjalan pada topologi tulang belakang nyata dari Internet Topology Zoo dan mencatat penyebab akar yang tepat dan jalur penyebaran setiap alarm – produk sampingan dari generasi, bukan label pass.
Machine translation (Meta M2M100); the English original follows.
Alarm root-cause analysis is studied on data that cannot be shared. Operator logs are confidential, so what the field publishes is a causal graph between alarm types rather than per-incident causes, a fixed scenario set, gated, or never released. Two recent benchmarks carry per-incident root causes at scale; neither states a download location or a licence. We give a generator rather than a dataset. It runs on real backbone topologies from the Internet Topology Zoo and records the exact root cause and the propagation path of every alarm -- a by-product of generation, not a labelling pass. Every
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