Prateeti Mohapatra

According to our database1, Prateeti Mohapatra authored at least 32 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
InstantOps: A Joint Approach to System Failure Prediction and Root Cause Identification in Microserivces Cloud-Native Applications.
Proceedings of the 15th ACM/SPEC International Conference on Performance Engineering, 2024

AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

A Framework for Mining Speech-to-Text Transcripts of the Customer for Automated Problem Remediation.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data.
CoRR, 2023

LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision.
Proceedings of the IEEE International Conference on Software Services Engineering, 2023

InsightsSumm - Summarization of ITOps Incidents Through In-Context Prompt Engineering.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

Learning Representations on Logs for AIOps.
Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022
Using Semantic Role Knowledge for Relevance Ranking of Key Phrases in Documents: An Unsupervised Approach.
Proceedings of the CODS-COMAD 2022: 5th Joint International Conference on Data Science & Management of Data (9th ACM IKDD CODS and 27th COMAD), Bangalore, India, January 8, 2022

Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

Building Golden Signal Based Signatures for Log Anomaly Detection.
Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021
Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services.
CoRR, 2021

Improved Topology Extraction Using Discriminative Parameter Mining of Logs.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Evaluation of Causal Inference Techniques for AIOps.
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Mining Domain-specific Component-Action Links for Technical Support Documents.
Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Causal Modeling based Fault Localization in Cloud Systems using Golden Signals.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals.
Proceedings of the Service-Oriented Computing - ICSOC 2020 Workshops, 2020

Topic Influence Graph Based Analysis of Seminal Papers.
Proceedings of the CoDS-COMAD 2020: 7th ACM IKDD CoDS and 25th COMAD, 2020

2019
Using Semantic Role Knowledge for Relevance Ranking of Key Phrases in Documents: An Unsupervised Approach.
CoRR, 2019

2018
Citicafe: An Interactive Interface for Citizen Engagement.
Proceedings of the 23rd International Conference on Intelligent User Interfaces, 2018

Domain Knowledge Driven Key Term Extraction for IT Services.
Proceedings of the Service-Oriented Computing - 16th International Conference, 2018

FuTSe: a fuzzy taxonomy service to facilitate product search.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

Citicafe: conversation-based intelligent platform for citizen engagement.
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2018

Semantic Parsing for Technical Support Questions.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

2016
Desire: Deep Semantic Understanding and Retrieval for Technical Support Services.
Proceedings of the Service-Oriented Computing - ICSOC 2016 Workshops, 2016

2013
Parallel Algorithms for Using Lagrangian Markers in Immersed Boundary Method with Adaptive Mesh Refinement in FLASH.
Proceedings of the 25th International Symposium on Computer Architecture and High Performance Computing, 2013

Fault tolerance using lower fidelity data in adaptive mesh applications.
Proceedings of the 3rd Workshop on Fault-tolerance for HPC at extreme scale, 2013

2012
Dynamic Display of Personalized Software Functions.
Appl. Artif. Intell., 2012

2010
Global Software Project Management: A Case Study.
Proceedings of the Software Engineering Approaches for Offshore and Outsourced Development, 2010

Causal Analysis of Factors Governing Collaboration in Global Software Development Teams.
Proceedings of the 5th IEEE International Conference on Global Software Engineering, 2010

2008
Investigations into phonological attribute classifier representations for CRF phone recognition.
Proceedings of the INTERSPEECH 2008, 2008

2007
A Discrete-Event Simulation Model for Dynamic Function Personalization in Generalized Software Packages.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007


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