Sotabase

Career

· Chief Architect, IBM Center For Open-Source Data And AI Technologies, IBM2018–2022
· Chief Architect, IBM Spark Technology Center, IBM2015–2018
· Principal Research Staff Member, IBM2015–
· Research Staff Member, International Business Machines2006–2015

Publications (103)

TelegraphCQ: Continuous Dataflow Processing for an Uncertain World
Conference on Innovative Data Systems Research · 2003
1,202
cited
TelegraphCQ: continuous dataflow processing
ACM SIGMOD Conference · 2003
789
cited
Web Services Business Process Execution Language
Encyclopedia of Database Systems · 2009
520
cited
Web Data Mining
Encyclopedia of Database Systems · 2009
332
cited
Rule-Based Information Extraction is Dead! Long Live Rule-Based Information Extraction Systems!
Conference on Empirical Methods in Natural Language Processing · 2013
298
cited
Design Considerations for High Fan-In Systems: The HiFi Approach
Conference on Innovative Data Systems Research · 2005
223
cited
SystemML: Declarative Machine Learning on Spark
Proceedings of the VLDB Endowment · 2016
223
cited
SystemT: An Algebraic Approach to Declarative Information Extraction
Annual Meeting of the Association for Computational Linguistics · 2010
169
cited
Domain Adaptation of Rule-Based Annotators for Named-Entity Recognition Tasks
Conference on Empirical Methods in Natural Language Processing · 2010
168
cited
SystemT: a system for declarative information extraction
SGMD · 2009
163
cited
An Algebraic Approach to Rule-Based Information Extraction
IEEE International Conference on Data Engineering · 2008
146
cited
Constant-Time Query Processing
IEEE International Conference on Data Engineering · 2008
131
cited
Web Scraping
Encyclopedia of Database Systems · 2009
127
cited
TelegraphCQ: An Architectural Status Report
IEEE Data Engineering Bulletin · 2003
102
cited
Main-memory scan sharing for multi-core CPUs
Proceedings of the VLDB Endowment · 2008
98
cited
Compressed linear algebra for large-scale machine learning
The VLDB journal · 2016
97
cited
Data Triage: an adaptive architecture for load shedding in TelegraphCQ
IEEE International Conference on Data Engineering · 2005
79
cited
Enabling Real-Time Querying of Live and Historical Stream Data
19th International Conference on Scientific and Statistical Database Management (SSDBM 2007) · 2007
75
cited
Document Spanners
Journal of the ACM · 2015
59
cited
Resource Elasticity for Large-Scale Machine Learning
SIGMOD Conference · 2015
57
cited
Sotabase
Frederick Reiss | Researcher Profile | Sotabase | Sotabase