Anuradha Bhamidipaty

IBM Research - Austin — United States

Computer Science · Physical Sciences

10h-index980citations38works0.02yr avg
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Research Topics

Anomaly Detection Techniques and Applications(8), Data Quality and Management(8), Time Series Analysis and Forecasting(8), Software System Performance and Reliability(6), Network Security and Intrusion Detection(5)

Publications38 total

KModels: Unlocking AI for Business Applications
arXiv (Cornell University)·2024Open Access
SiWare: Contextual Understanding of Industrial Data for Situational Awareness
2023· 1 citedOpen Access
Big data techniques for industrial problems with little data
2022 IEEE International Conference on Big Data (Big Data)·2022· 1 cited
AnomalyKiTS: Anomaly Detection Toolkit for Time Series
Proceedings of the AAAI Conference on Artificial Intelligence·2022· 12 citedOpen Access
Asset Modeling using Serverless Computing
2021 IEEE International Conference on Big Data (Big Data)·2021· 1 cited
Scaling Anomaly Detection Service Using Serverless Technology
2021 IEEE International Conference on Big Data (Big Data)·2021· 1 cited
DQDF
Proceedings of the VLDB Endowment·2021· 4 cited
Representation Learning of Multivariate Time Series using a Transformer Framework
2021· 2 cited
A Transformer-based Framework for Multivariate Time Series Representation Learning
2021· 66 citedOpen Access
FLOps: On Learning Important Time Series Features for Real-Valued Prediction
2020· 6 cited
A Verifiable Imputation Analysis for Univariate Time Series and Enabling Package
2020· 4 cited
An End-to-End Context Aware Anomaly Detection System
2020· 5 cited
DQLearn : A Toolkit for Structured Data Quality Learning
2020· 13 cited
A Transformer-based Framework for Multivariate Time Series\n Representation Learning
arXiv (Cornell University)·2020· 10 citedOpen Access
Real-Time Data Quality Analysis
2020· 4 cited
An Unsupervised Framework for Semantics Driven Causal Explanations for Anomalies.
2020· 1 cited
DQA: Scalable, Automated and Interactive Data Quality Advisor
2019· 10 cited
Cognitive company discovery
2018
Nail-it-down
2013· 1 cited
A Differential Approach for Configuration Fault Localization in Cloud Environments
2013· 4 cited
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Frequent Co-authors

Dhaval Patel(12), Srideepika Jayaraman(6), Shrey Shrivastava(6), Nianjun Zhou(5), Arun Iyengar(5), Jayant Kalagnanam(5), Elham Khabiri(5), Nanjangud C. Narendra(4), Kalapriya Kannan(4), Sunita Sarawagi(3), George Zerveas(3), Carsten Eickhoff(3), P Deepak(3), Mitesh Vasa(3), Bhavna Agrawal(3), Giridhar Ganapavarapu(2), Shuxin Lin(2), S. Nagar(2), Nirmit Desai(2), Virendra K Varshneya(2)