Verena Kantere

Orcid: 0000-0002-3586-9406

Affiliations:
  • University of Ottawa, Canada


According to our database1, Verena Kantere authored at least 103 papers between 2003 and 2024.

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

Timeline

Legend:

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Bibliography

2024
Roq: Robust Query Optimization Based on a Risk-aware Learned Cost Model.
CoRR, 2024

RobOpt: A Tool for Robust Workload Optimization Based on Uncertainty-Aware Machine Learning.
Proceedings of the Companion of the 2024 International Conference on Management of Data, 2024

Robust Query Optimization in the Era of Machine Learning: State-of-the-Art and Future Directions.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Form-Based Semantic Caching on Time Series.
Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

A Novel Technique for Query Plan Representation Based on Graph Neural Nets.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2024

2023
Federated Learning Performance on Early ICU Mortality Prediction with Extreme Data Distributions.
Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

Early ICU Mortality Prediction with Deep Federated Learning: A Real-World Scenario.
Proceedings of the 35th International Conference on Scientific and Statistical Database Management, 2023

Data-driven and On-Demand Conceptual Modeling.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

ML4DM '23: The Third Workshop on the Emerging Applications of Machine Learning in Modern Data Management.
Proceedings of the 33rd Annual International Conference on Computer Science and Software Engineering, 2023

A Hybrid Cost Model for Evaluating Query Execution Plans.
Proceedings of the Sixth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2023

2022
SIFTER: Space-Efficient Value Iteration for Finite-Horizon MDPs.
Proc. VLDB Endow., 2022

Multi-objective query optimization in Spark SQL.
Proceedings of the IDEAS'22: International Database Engineered Applications Symposium, Budapest, Hungary, August 22, 2022

Energy Consumption Evaluation of Optane DC Persistent Memory for Indexing Data Structures.
Proceedings of the 29th IEEE International Conference on High Performance Computing, 2022

From Cloud to Serverless: MOO in the new Cloud epoch.
Proceedings of the 25th International Conference on Extending Database Technology, 2022

ML4DM: The second workshop on the emerging applications of machine learning in modern data management.
Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022

Data Virtual Machines: Simplifying Data Sharing, Exploration & Querying in Big Data Environments.
Proceedings of the IEEE International Conference on Big Data, 2022

2021
Scalable Community Detection for Complex Data Graphs via Hyperbolic Network Embedding and Graph Databases.
IEEE Trans. Netw. Sci. Eng., 2021

Automated energy consumption forecasting with EnForce.
Proc. VLDB Endow., 2021

Spatial Data Management in IoT Systems: Solutions and Evaluation.
Int. J. Semantic Comput., 2021

DataMingler: A Novel Approach to Data Virtualization.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Just-In-Time Modeling with DataMingler.
Proceedings of the ER Demos and Posters 2021 co-located with 40th International Conference on Conceptual Modeling (ER 2021), 2021

Visualizing and Exploring Big Datasets based on Semantic Community Detection.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Data Virtual Machines: Enabling Data Virtualization.
Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2021

A Highly Modular Architecture for Canned Pattern Selection Problem.
Proceedings of the Database and Expert Systems Applications, 2021

SPARQL-vision: A Platform for Querying, Visualising and Exploring SPARQL endpoints.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Emerging applications of machine learning in modern data management.
Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

2020
Dynamic Estimation and Grid Partitioning Approach for Multi-objective Optimization Problems in Medical Cloud Federations.
Trans. Large Scale Data Knowl. Centered Syst., 2020

Semantic Analysis for Conversational Datasets: Improving Their Quality Using Semantic Relationships.
Int. J. Semantic Comput., 2020

Efficient Representation of Very Large Linked Datasets as Graphs.
Proceedings of the 22nd International Conference on Enterprise Information Systems, 2020

Visualization Systems for Linked Datasets.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Automated Management of Indexes for Dataflow Processing Engines in IaaS Clouds.
Proceedings of the 23rd International Conference on Extending Database Technology, 2020

Data Virtual Machines: Data-Driven Conceptual Modeling of Big Data Infrastructures.
Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

Processing Big Data Across Infrastructures.
Proceedings of the Big Data - BigData 2020, 2020

2019
Divide and Conquer Technique for Large Linked Datasets.
Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019

IVLG: Interactive Visualization of Large Graphs.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Understanding SPARQL Endpoints through Targeted Exploration and Visualization.
Proceedings of the First International Conference on Graph Computing, 2019

Dynamic Estimation for Medical Data Management in a Cloud Federation.
Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference, 2019

Optimizing DICOM Data Management with NSGA-G.
Proceedings of the 21st International Workshop on Design, 2019

2018
Recalibration of Analytics Workflows.
Proceedings of the 21st International Conference on Extending Database Technology, 2018

An efficient multi-objective genetic algorithm for cloud computing: NSGA-G.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Emerging services for Internet of Things.
J. Netw. Comput. Appl., 2017

Elastic Resource Management with Adaptive State Space Partitioning of Markov Decision Processes.
CoRR, 2017

Adaptive State Space Partitioning of Markov Decision Processes for Elastic Resource Management.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Workflow Optimization in PAW.
Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Multi-workflow optimization in PAW.
Proceedings of the 20th International Conference on Extending Database Technology, 2017

Rethinking reinforcement learning for cloud elasticity.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

Elastic management of cloud applications using adaptive reinforcement learning.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Cloud Resource Allocation from the User Perspective: A Bare-Bones Reinforcement Learning Approach.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

Datom Continued: Towards Multi-Objective Optimization of Data Management Entities.
Proceedings of the 17th IEEE International Conference on Information Reuse and Integration, 2016

Orchestrating the Cognitive Internet of Things.
Proceedings of the International Conference on Internet of Things and Big Data, 2016

PAW: A Platform for Analytics Workflows.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Optimizing, Planning and Executing Analytics Workflows over Multiple Engines.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Query Similarity for Approximate Query Answering.
Proceedings of the Database and Expert Systems Applications, 2016

The New Era of Multi-dimensional Data Management.
Proceedings of the CLOSER 2016, 2016

2015
Mapping Discovery Over Revealing Schemas.
Int. J. Cooperative Inf. Syst., 2015

Modelling Processes of Big Data Analytics.
Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

Datom: Towards Modular Data Management.
Proceedings of the 2015 IEEE International Conference on Information Reuse and Integration, 2015

I/O Performance Modeling for Big Data Applications over Cloud Infrastructures.
Proceedings of the 2015 IEEE International Conference on Cloud Engineering, 2015

Query Relaxation across Heterogeneous Data Sources.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

A Framework for Big Data Analytics.
Proceedings of the Eighth International C* Conference on Computer Science & Software Engineering, 2015

A Workflow Model for Adaptive Analytics on Big Data.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

Approximate Queries on Big Heterogeneous Data.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
SLA Information Management through Dependency Digraphs: The Case of Cloud Data Services.
Proceedings of the 47th Hawaii International Conference on System Sciences, 2014

Mapping Construction Compliant with Schema Semantics.
Proceedings of the Database and Expert Systems Applications, 2014

An Open Market of Cloud Data Services.
Proceedings of the CLOSER 2014, 2014

A Holistic Framework for Big Scientific Data Management.
Proceedings of the 2014 IEEE International Congress on Big Data, Anchorage, AK, USA, June 27, 2014

Checkpoints for Service Level Operations.
Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013
COCCUS: self-configured cost-based query services in the cloud.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

A SLA graph model for data services.
Proceedings of the fifth international workshop on Cloud data management, 2013

SLA data management criteria.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
A Framework for Cost-Aware Cloud Data Management.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2012, 2012

2011
Optimal Service Pricing for a Cloud Cache.
IEEE Trans. Knowl. Data Eng., 2011

GrouPeer: A System for Clustering PDMSs.
Proc. VLDB Endow., 2011

Efficient Query Computing for Uncertain Possibilistic Databases with Provenance.
Proceedings of the 3rd Workshop on the Theory and Practice of Provenance, 2011

Predicting cost amortization for query services.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
Peer coordination through distributed triggers.
Proc. VLDB Endow., 2010

Managing scientific data.
Commun. ACM, 2010

Adaptive query execution for data management in the cloud.
Proceedings of the Second International CIKM Workshop on Cloud Data Management, 2010

2009
Storing and Indexing Spatial Data in P2P Systems.
IEEE Trans. Knowl. Data Eng., 2009

GrouPeer: Dynamic clustering of P2P databases.
Inf. Syst., 2009

An Economic Model for Self-Tuned Cloud Caching.
Proceedings of the 25th International Conference on Data Engineering, 2009

Top-<i>k</i> dominant web services under multi-criteria matching.
Proceedings of the EDBT 2009, 2009

A tool for mapping discovery over revealing schemas.
Proceedings of the EDBT 2009, 2009

2008
A framework for semantic grouping in P2P databases.
Inf. Syst., 2008

Efficient Semantic Web Service Discovery in Centralized and P2P Environments.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Conceptual Synopses of Semantics in Social Networks Sharing Structured Data.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008, 2008

A Simulator for a Mobile Peer-to-Peer Database Environment.
Proceedings of the 9th International Conference on Mobile Data Management (MDM 2008), 2008

On-line discovery of hot motion paths.
Proceedings of the EDBT 2008, 2008

2007
Supporting Distributed Event-Condition-Action Rules in a Multidatabase Environment.
Int. J. Cooperative Inf. Syst., 2007

A Study for the Parameters of a Distributed Framework That Handles Spatial Areas.
Proceedings of the Advances in Spatial and Temporal Databases, 2007

Ontology-Based Data Sharing in P2P Databases.
Proceedings of the Semantic Web, Ontologies and Databases, VLDB Workshop, 2007

Handling spatial data in distributed environments.
Proceedings of the 15th ACM International Symposium on Geographic Information Systems, 2007

Semantic Grouping of Social Networks in P2P Database Settings.
Proceedings of the Database and Expert Systems Applications, 18th International Conference, 2007

2006
Distributed Triggers for Peer Data Management.
Proceedings of the On the Move to Meaningful Internet Systems 2006: CoopIS, 2006

Data Exchange Issues in Peer-to-Peer Database Systems.
Proceedings of the Enterprise Information Systems, 8th International Conference, 2006

An ECA Rule Rewriting Mechanism for Peer Data Management Systems.
Proceedings of the Advances in Database Technology, 2006

Reusing Classical Query Rewriting in P2P Databases.
Proceedings of the Databases, 2006

2005
Using ECA rules to implement mobile query agents for fast-evolving pure P2P database systems.
Proceedings of the 6th International Conference on Mobile Data Management (MDM 2005), 2005

2004
Querying structured data in an unstructured P2P system.
Proceedings of the Sixth ACM CIKM International Workshop on Web Information and Data Management (WIDM 2004), 2004

Using ECA Rules to Implement Mobile Query Agents for Fast-Evolving Pure P2P Networks.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
The hyperion project: from data integration to data coordination.
SIGMOD Rec., 2003

Coordinating Peer Databases Using ECA Rules.
Proceedings of the Databases, 2003

A Distributed Rule Mechanism for Multidatabase Systems.
Proceedings of the On The Move to Meaningful Internet Systems 2003: CoopIS, DOA, and ODBASE, 2003


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