Prateeti Mohapatra

51 papers A* 8A 3B 8C 2Misc 2Journal 11Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation. AAAI Pratik Mishra, Caner Gözübüyük, Seema Nagar, Prateeti Mohapatra, Raya Wittich, Arthur De Magalhaes
2026	J	`jnl`	NOVAID: Natural-language Observability Visualization Assistant for ITOps Dashboard Widget Generation. CoRR Pratik Mishra, Caner Gözübüyük, Seema Nagar, Prateeti Mohapatra, Raya Wittich, Arthur De Magalhaes
2026	A*	`conf`	Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study. AAAI Pranjal Gupta, Karan Bhukar, Harshit Kumar, Seema Nagar, Prateeti Mohapatra, Debanjana Kar
2025	Misc	`conf`	Few-Shot Learning for Structure Extraction from Heterogeneous Log Data. COMSNETS Pranjal Gupta, Debanjana Kar, Harshit Kumar, Prateeti Mohapatra, Pooja Aggarwal
2025	A*	`conf`	ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. ICML Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Jae-wook Ahn, Debanjana Kar, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025	J	`jnl`	ITBench: Evaluating AI Agents across Diverse Real-World IT Automation Tasks. CoRR Saurabh Jha, Rohan R. Arora, Yuji Watanabe, Takumi Yanagawa, Yinfang Chen, Jackson Clark, Bhavya, Mudit Verma, Harshit Kumar, Hirokuni Kitahara, Noah Zheutlin, Saki Takano, Divya Pathak, Felix George, Xinbo Wu, Bekir O. Turkkan, Gerard Vanloo, Michael Nidd, Ting Dai, Oishik Chatterjee, Pranjal Gupta, Suranjana Samanta, Pooja Aggarwal, Rong Lee, Pavankumar Murali, Jae-wook Ahn, Debanjana Kar, Ameet Rahane, Carlos Fonseca, Amit M. Paradkar, Yu Deng, Pratibha Moogi, Prateeti Mohapatra, Naoki Abe, Chandrasekhar Narayanaswami, Tianyin Xu, Lav R. Varshney, Ruchi Mahindru, Anca Sailer, Laura Shwartz, Daby Sow, Nicholas C. Fuller, Ruchir Puri
2025	—	`conf`	Identifying Failure Root Causes for Cloud-Native Microservice Applications. ACSOS-C Raphael Rouf, Farhoud Jafari Kaleibar, Marin Litoiu, Mohammadreza Rasolroveicy, Seema Nagar, Prateeti Mohapatra, Pranjal Gupta, Ian Watts
2025	—	`conf`	LogAn: An LLM-Based Log Analytics Tool with Causal Inferencing. ICPE (Companion) Pranjal Gupta, Karan Bhukar, Harshit Kumar, Seema Nagar, Prateeti Mohapatra, Debanjana Kar
2025	J	`jnl`	Scalable and Efficient Large-Scale Log Analysis with LLMs: An IT Software Support Case Study. CoRR Pranjal Gupta, Karan Bhukar, Harshit Kumar, Seema Nagar, Prateeti Mohapatra, Debanjana Kar
2025	A*	`conf`	ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. AAAI Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes
2025	—	`conf`	Unlocking Insights From Multimodal Data for IT Automation. SIGSOFT FSE Companion Seema Nagar, Atri Mandal, Prateeti Mohapatra
2024	A*	`conf`	A Framework for Mining Speech-to-Text Transcripts of the Customer for Automated Problem Remediation. AAAI Prateeti Mohapatra, Gargi Dasgupta
2024	—	`conf`	Alert Suppression with Fine-Grained and Coarse-Grained Feedback based Active Learning. COMAD/CODS (December) Oishik Chatterjee, Pooja Aggarwal, Prateeti Mohapatra
2024	A*	`conf`	AutoMixer for Improved Multivariate Time-Series Forecasting on Business and IT Observability Data. AAAI 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
2024	B	`conf`	CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation. CLOUD Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Prateeti Mohapatra, Brent Paulovicks, Brad Blancett, Arthur De Magalhaes
2024	J	`jnl`	CodeSift: An LLM-Based Reference-Less Framework for Automatic Code Validation. CoRR Pooja Aggarwal, Oishik Chatterjee, Ting Dai, Prateeti Mohapatra, Brent Paulovicks, Brad Blancett, Arthur De Magalhaes
2024	B	`conf`	Decoding Logs for Automatic Metric Identification. CLOUD Pranjal Gupta, Prateeti Mohapatra, Debanjana Kar, Seema Nagar, Jae-wook Ahn, Amit M. Paradkar, Mudhakar Srivatsa
2024	—	`conf`	Efficient Incident Summarization in ITOps: Leveraging Entity-Based Grouping. SSE Suranjana Samanta, Oishik Chatterjee, Hiten Gupta, Prateeti Mohapatra, Arthur De Magalhaes, Ameet Rahane, Marc Palaci-Olgun, Ragu Kattinakere
2024	B	`conf`	InstantOps: A Joint Approach to System Failure Prediction and Root Cause Identification in Microserivces Cloud-Native Applications. ICPE Raphael Rouf, Mohammadreza Rasolroveicy, Marin Litoiu, Seema Nagar, Prateeti Mohapatra, Pranjal Gupta, Ian Watts
2024	J	`jnl`	ScriptSmith: A Unified LLM Framework for Enhancing IT Operations via Automated Bash Script Generation, Assessment, and Refinement. CoRR Oishik Chatterjee, Pooja Aggarwal, Suranjana Samanta, Ting Dai, Prateeti Mohapatra, Debanjana Kar, Ruchi Mahindru, Steve Barbieri, Eugen Postea, Brad Blancett, Arthur De Magalhaes
2023	J	`jnl`	AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. CoRR 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
2023	B	`conf`	InsightsSumm - Summarization of ITOps Incidents Through In-Context Prompt Engineering. CLOUD Suranjana Samanta, Oishik Chatterjee, Neil Boyette, Guangya Liu, Prateeti Mohapatra
2023	B	`conf`	Learning Representations on Logs for AIOps. CLOUD Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra
2023	J	`jnl`	Learning Representations on Logs for AIOps. CoRR Pranjal Gupta, Harshit Kumar, Debanjana Kar, Karan Bhukar, Pooja Aggarwal, Prateeti Mohapatra
2023	—	`conf`	LogInsights - Understanding and Extracting Information from Logs for Fast Fault Classification by Weak Supervision. SSE Suranjana Samanta, Prateeti Mohapatra, Fabian Lim, Meenakshi Madugula, Xiaotong Liu, Sarasi Lalithsena
2022	B	`conf`	Building Golden Signal Based Signatures for Log Anomaly Detection. CLOUD Seema Nagar, Suranjana Samanta, Prateeti Mohapatra, Debanjana Kar
2022	A*	`conf`	Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services. AAAI Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra, Lena Eckstein, Leonard Posner, Robert Kern
2022	—	`conf`	Using Semantic Role Knowledge for Relevance Ranking of Key Phrases in Documents: An Unsupervised Approach. COMAD/CODS Neelamadhav Gantayat, Prateeti Mohapatra
2021	A*	`conf`	Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations. AAAI Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
2021	B	`conf`	Causal Modeling based Fault Localization in Cloud Systems using Golden Signals. CLOUD Pooja Aggarwal, Seema Nagar, Ajay Gupta, Larisa Shwartz, Prateeti Mohapatra, Qing Wang, Amit M. Paradkar, Atri Mandal
2021	—	`conf`	Evaluation of Causal Inference Techniques for AIOps. COMAD/CODS Vijay Arya, Karthikeyan Shanmugam, Pooja Aggarwal, Qing Wang, Prateeti Mohapatra, Seema Nagar
2021	—	`conf`	Improved Topology Extraction Using Discriminative Parameter Mining of Logs. PAKDD (1) Atri Mandal, Saranya Gupta, Shivali Agarwal, Prateeti Mohapatra
2021	—	`conf`	Mining Domain-specific Component-Action Links for Technical Support Documents. COMAD/CODS Pooja Aggarwal, Sahil Bansal, Prateeti Mohapatra, Atul Kumar
2021	J	`jnl`	Picking Pearl From Seabed: Extracting Artefacts from Noisy Issue Triaging Collaborative Conversations for Hybrid Cloud Services. CoRR Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti Mohapatra
2020	J	`jnl`	Carbon to Diamond: An Incident Remediation Assistant System From Site Reliability Engineers' Conversations in Hybrid Cloud Operations. CoRR Suranjana Samanta, Ajay Gupta, Prateeti Mohapatra, Amar Prakash Azad
2020	—	`conf`	Localization of Operational Faults in Cloud Applications by Mining Causal Dependencies in Logs Using Golden Signals. ICSOC Workshops Pooja Aggarwal, Ajay Gupta, Prateeti Mohapatra, Seema Nagar, Atri Mandal, Qing Wang, Amit M. Paradkar
2020	—	`conf`	Topic Influence Graph Based Analysis of Seminal Papers. COMAD/CODS Abhirut Gupta, Sandipan Sikdar, Prateeti Mohapatra, Niloy Ganguly
2019	J	`jnl`	Using Semantic Role Knowledge for Relevance Ranking of Key Phrases in Documents: An Unsupervised Approach. CoRR Prateeti Mohapatra, Neelamadhav Gantayat, Gargi Banerjee Dasgupta
2018	A	`conf`	Citicafe: An Interactive Interface for Citizen Engagement. IUI Shubham Atreja, Pooja Aggarwal, Prateeti Mohapatra, Amol Dumrewal, Anwesh Basu, Gargi Banerjee Dasgupta
2018	—	`conf`	Citicafe: conversation-based intelligent platform for citizen engagement. COMAD/CODS Amol Dumrewal, Anwesh Basu, Shubham Atreja, Prateeti Mohapatra, Pooja Aggarwal, Gargi Banerjee Dasgupta
2018	A	`conf`	Domain Knowledge Driven Key Term Extraction for IT Services. ICSOC Prateeti Mohapatra, Yu Deng, Abhirut Gupta, Gargi Dasgupta, Amit M. Paradkar, Ruchi Mahindru, Daniela Rosu, Shu Tao, Pooja Aggarwal
2018	—	`conf`	FuTSe: a fuzzy taxonomy service to facilitate product search. COMAD/CODS Prateeti Mohapatra, Anupama Ray, Gargi Dasgupta
2018	B	`conf`	Semantic Parsing for Technical Support Questions. COLING Abhirut Gupta, Anupama Ray, Gargi Dasgupta, Gautam Singh, Pooja Aggarwal, Prateeti Mohapatra
2016	—	`conf`	Desire: Deep Semantic Understanding and Retrieval for Technical Support Services. ICSOC Workshops Abhirut Gupta, Arjun R. Akula, Gargi Dasgupta, Pooja Aggarwal, Prateeti Mohapatra
2013	—	`conf`	Fault tolerance using lower fidelity data in adaptive mesh applications. FTXS Anshu Dubey, Prateeti Mohapatra, Klaus Weide
2013	C	`conf`	Parallel Algorithms for Using Lagrangian Markers in Immersed Boundary Method with Adaptive Mesh Refinement in FLASH. SBAC-PAD Prateeti Mohapatra, Anshu Dubey, Christopher S. Daley, Marcos Vanella, Elias Balaras
2012	J	`jnl`	Dynamic Display of Personalized Software Functions. Appl. Artif. Intell. Prateeti Mohapatra, Howard Michel
2010	C	`conf`	Causal Analysis of Factors Governing Collaboration in Global Software Development Teams. ICGSE Prateeti Mohapatra, Petra Björndal, Karen Smiley
2010	—	`conf`	Global Software Project Management: A Case Study. SEAFOOD Petra Björndal, Karen Smiley, Prateeti Mohapatra
2008	A	`conf`	Investigations into phonological attribute classifier representations for CRF phone recognition. INTERSPEECH Prateeti Mohapatra, Eric Fosler-Lussier
2007	Misc	`conf`	A Discrete-Event Simulation Model for Dynamic Function Personalization in Generalized Software Packages. IC-AI Prateeti Mohapatra, Howard Michel