no code implementations • 31 Oct 2023 • Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H. Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, Harshit Kumar, Jayant Kalagnanam, Nandyala Hemachandra, Narayan Rangaraj
Business and IT Observability (BizITObs) data fuses both Biz-KPIs and IT event channels together as multivariate time series data.
1 code implementation • 18 Aug 2023 • Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra
Automated log analysis is a critical task in AIOps as it provides key insights for SREs to identify and address ongoing faults.
no code implementations • 31 May 2021 • Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra
We propose a combination of unsupervised and supervised model with minimum human intervention that leverages domain knowledge to predict artefacts for a small amount of conversation data and use that for fine-tuning an already pretrained language model for artefact prediction on a large amount of conversation data.
no code implementations • 12 Oct 2020 • Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
Identifying segmented conversations and extracting key insights or artefacts from them can help engineers to improve the efficiency of the incident remediation process by using information retrieval mechanisms for similar incidents.
no code implementations • 9 Aug 2019 • Prateeti Mohapatra, Neelamadhav Gantayat, Gargi B. Dasgupta
In this paper, we investigate the integration of sentence position and semantic role of words in a PageRank system to build a key phrase ranking method.
no code implementations • COLING 2018 • Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra
Technical support problems are very complex.