Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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33 results at Big Data 2022

AIOps Essential to Unified Resiliency Management in Data Lakehouses
- - Runyu Jin
  - Paul Muench
  - et al.
- 2022
- Big Data 2022
Prequential Model Selection for Time Series Forecasting based on Saliency Maps
- - SHIVANI TOMAR
  - Seshu Tirupathi
  - et al.
- 2022
- Big Data 2022
Flood Event Detection from Sentinel 1 and Sentinel 2 Data: Does Land Use Matter for Performance of U-Net based Flood Segmenters?
- - Michal Muszynski
  - Tobias Hölzer
  - et al.
- 2022
- Big Data 2022
Natural Language Interface for Process Mining Queries in Healthcare
- - Hangu Yeo
  - Elahe Khorasani (Ellie)
  - et al.
- 2022
- Big Data 2022
Storage Capacity Prediction using Population Analytics
- - Umesh Deshpande
  - Thanh Pham
- 2022
- Big Data 2022
Identifying Extreme Regimes in Climate-Scale Digital Twins: a Roadmap
- - Eloisa Bentivegna
- 2022
- Big Data 2022
Machine Learning Platform for Extreme Scale Computing on Compressed IoT Data
- - Seshu Tirupathi
  - Dhaval Salwala
  - et al.
- 2022
- Big Data 2022
Federated XGBoost on Sample-Wise Non-IID Data
- - Katelinh Jones
  - Yuya Jeremy Ong
  - et al.
- 2022
- Big Data 2022
Automating privacy compliance in the decentralized enterprise
- - Gero Dittmann
  - Christopher Giblin
  - et al.
- 2022
- Big Data 2022
Smart System for Multi-Cloud Pathways
- - Indervir Singh Banipal
  - Shubhi Asthana
- 2022
- Big Data 2022