Anastasios Gounaris

Orcid: 0000-0003-3976-7615

Affiliations:
  • Aristotle University of Thessaloniki, Greece


According to our database1, Anastasios Gounaris authored at least 139 papers between 2002 and 2024.

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Bibliography

2024
A Comprehensive Scalable Framework for Cloud-Native Pattern Detection with Enhanced Expressiveness.
CoRR, 2024

Optimizing the Execution of Product Data Models.
IEEE Access, 2024

Exploring unsupervised anomaly detection for vehicle predictive maintenance with partial information.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024

2023
A comparison of proximity-based methods for detecting temporal anomalies in business processes.
Mach. Learn., November, 2023

SIESTA: A Scalable Infrastructure of Sequential Pattern Analysis.
IEEE Trans. Big Data, June, 2023

A context-aware unsupervised predictive maintenance solution for fleet management.
J. Intell. Inf. Syst., April, 2023

Explaining causality of node (non-)participation in network communities.
Inf. Sci., April, 2023

Toward Building Edge Learning Pipelines.
IEEE Internet Comput., 2023

Systematic exploitation of parallel task execution in business processes.
Comput. Sci. Inf. Syst., 2023

Exploring alternatives of Complex Event Processing execution engines in demanding cases.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

Detection of anomalous trajectories for vehicle traffic data.
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

HARVEST: a complete solution for smart agriculture monitoring.
Proceedings of the Workshops of the EDBT/ICDT 2023 Joint Conference, 2023

Enable care of older cancer survivors with digital health technologies: the LifeChamps project.
Proceedings of the 19th IEEE International Conference on Body Sensor Networks, 2023

2022
Scalable real-time health data sensing and analysis enabling collaborative care delivery.
Soc. Netw. Anal. Min., 2022

Investigating thresholding techniques in a real predictive maintenance scenario.
SIGKDD Explor., 2022

Sboing4Real: A real-time crowdsensing-based traffic management system.
J. Parallel Distributed Comput., 2022

EQUALITY: Quality-aware intensive analytics on the edge.
Inf. Syst., 2022

Exploiting GPUs for fast intersection of large sets.
Inf. Syst., 2022

Rank-based Heuristics for Optimizing the Execution of Product Data Models.
CoRR, 2022

Adaptivity in continuous massively parallel distance-based outlier detection.
Computing, 2022

Explainable Distance-Based Outlier Detection in Data Streams.
IEEE Access, 2022

Facilitating DoS Attack Detection using Unsupervised Anomaly Detection.
Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

Optimizing Business Processes through Parallel Task Execution.
Proceedings of the 14th International Conference on Management of Digital EcoSystems, 2022

Performance comparison of distributed in memory databases in dynamic fog environments.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

Demo: The RAINBOW Analytics Stack for the Fog Continuum.
Proceedings of the IEEE Symposium on Computers and Communications, 2022

Data placement in dynamic fog ecosystems.
Proceedings of the 38th IEEE International Conference on Data Engineering Workshops, 2022

2021
HySet: A hybrid framework for exact set similarity join using a GPU.
Parallel Comput., 2021

Experimenting with big data computing for scaling data quality-aware query processing.
Expert Syst. Appl., 2021

Cost models for geo-distributed massively parallel streaming analytics.
CoRR, 2021

Analysis of key flavors of event-driven predictive maintenance using logs of phenomena described by Weibull distributions.
CoRR, 2021

Investigation of Database Models for Evolving Graphs.
Proceedings of the 28th International Symposium on Temporal Representation and Reasoning, 2021

A Collective Intelligence Platform to Support Older Cancer Survivors: Towards the Definition of LifeChamps System and Big Data Reference Architecture.
Proceedings of the MEDINFO 2021: One World, One Health - Global Partnership for Digital Innovation, 2021

Sequence detection in event log files.
Proceedings of the 24th International Conference on Extending Database Technology, 2021

An Evaluation of Large Set Intersection Techniques on GPUs.
Proceedings of the 23rd International Workshop on Design, 2021

Mapping DMN to PDM to Enable Optimizations.
Proceedings of the The British International Conference on Databases 2021, 2021

A micro-service-based machinery monitoring solution towards realizing the Industry 4.0 vision in a real environment.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
On Knowledge Transfer from Cost-Based Optimization of Data-Centric Workflows to Business Process Redesign.
Trans. Large Scale Data Knowl. Centered Syst., 2020

A Methodology for Runtime Detection and Extraction of Threat Patterns.
SN Comput. Sci., 2020

Continuous outlier mining of streaming data in flink.
Inf. Syst., 2020

An empirical evaluation of exact set similarity join techniques using GPUs.
Inf. Syst., 2020

PROUD: PaRallel OUtlier Detection for Streams.
Proceedings of the 2020 International Conference on Management of Data, 2020

Developing a Real-Time Traffic Reporting and Forecasting Back-End System.
Proceedings of the Research Challenges in Information Science, 2020

Adaptive Distributed Partitioning in Apache Flink.
Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

Detecting Temporal Anomalies in Business Processes Using Distance-Based Methods.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Towards Causal Explanations of Community Detection in Networks.
Proceedings of the Complex Networks & Their Applications IX, 2020

Evaluation of Heuristics for Product Data Models.
Proceedings of the Business Process Management Workshops, 2020

2019
Eligibility of BPMN Models for Business Process Redesign.
Inf., 2019

Optimization of data flow execution in a parallel environment.
Distributed Parallel Databases, 2019

Adaptive filter ordering in Spark.
CoRR, 2019

Homomorphically encrypted k-means on cloud-hosted servers with low client-side load.
Computing, 2019

Hinode: implementing a vertex-centric modelling approach to maintaining historical graph data.
Computing, 2019

Bi-objective Traffic Optimization in Geo-distributed Data Flows.
Big Data Res., 2019

Multi-parameter streaming outlier detection.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

Event-Based Predictive Maintenance on Top of Sensor Data in a Real Industry 4.0 Case Study.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2019

Efficiency assessment of event-based predictive maintenance in Industry 4.0.
Proceedings of the Advances in Data Mining, 2019

A fast solution for bi-objective traffic minimization in geo-distributed data flows.
Proceedings of the 23rd International Database Applications & Engineering Symposium, 2019

Exact Set Similarity Joins for Large Datasets in the GPGPU paradigm.
Proceedings of the 15th International Workshop on Data Management on New Hardware, 2019

An Overview of the CUREX Platform.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

Detecting Anomalous Behavior Towards Predictive Maintenance.
Proceedings of the Advanced Information Systems Engineering Workshops, 2019

2018
The many faces of data-centric workflow optimization: a survey.
Int. J. Data Sci. Anal., 2018

Flexible partitioning for selective binary theta-joins in a massively parallel setting.
Distributed Parallel Databases, 2018

Speeding-up the Verification Phase of Set Similarity Joins in the GPGPU paradigm.
CoRR, 2018

A Methodology for Spark Parameter Tuning.
Big Data Res., 2018

Elton: A Cloud Resource Scaling-Out Manager for NoSQL Databases.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Parallel Continuous Outlier Mining in Streaming Data.
Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

2017
Dynamic Configuration of Partitioning in Spark Applications.
IEEE Trans. Parallel Distributed Syst., 2017

Cost Optimization of Data Flows Based on Task Re-ordering.
Trans. Large Scale Data Knowl. Centered Syst., 2017

Security-aware elasticity for NoSQL databases in multi-cloud environments.
Int. J. Intell. Inf. Database Syst., 2017

HiNode: an asymptotically space-optimal storage model for historical queries on graphs.
Distributed Parallel Databases, 2017

GPU processing of theta-joins.
Concurr. Comput. Pract. Exp., 2017

Cost-aware horizontal scaling of NoSQL databases using probabilistic model checking.
Clust. Comput., 2017

Implementing private k-means clustering using a LWE-based cryptosystem.
Proceedings of the 2017 IEEE Symposium on Computers and Communications, 2017

Modeling Data Flow Execution in a Parallel Environment.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

Optimal Task Ordering in Chain Data Flows: Exploring the Practicality of Non-scalable Solutions.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016
Incorporating change detection in the monitoring phase of adaptive query processing.
J. Internet Serv. Appl., 2016

Efficient and flexible algorithms for monitoring distance-based outliers over data streams.
Inf. Syst., 2016

Online Analysis of Security Risks in Elastic Cloud Applications.
IEEE Cloud Comput., 2016

Spark Parameter Tuning via Trial-and-Error.
Proceedings of the Advances in Big Data, 2016

Mining Uncertain Graphs: An Overview.
Proceedings of the Algorithmic Aspects of Cloud Computing - Second International Workshop, 2016

Towards Automated Performance Optimization of BPMN Business Processes.
Proceedings of the New Trends in Databases and Information Systems, 2016

2015
Practical algorithms for execution engine selection in data flows.
Future Gener. Comput. Syst., 2015

Probabilistic Model Checking at Runtime for the Provisioning of Cloud Resources.
Proceedings of the Runtime Verification - 6th International Conference, 2015

Security-Aware Elasticity for NoSQL Databases.
Proceedings of the Model and Data Engineering - 5th International Conference, 2015

Dependable Horizontal Scaling Based on Probabilistic Model Checking.
Proceedings of the 15th IEEE/ACM International Symposium on Cluster, 2015

Spark deployment and performance evaluation on the MareNostrum supercomputer.
Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

Cloud Elasticity: A Survey.
Proceedings of the Algorithmic Aspects of Cloud Computing - First International Workshop, 2015

2014
A bi-objective cost model for optimizing database queries in a multi-cloud environment.
J. Innov. Digit. Ecosyst., 2014

Cloud elasticity using probabilistic model checking.
CoRR, 2014

A Bi-objective Cost Model for Database Queries in a Multi-cloud Environment.
Proceedings of the 6th International Conference on Management of Emergent Digital EcoSystems, 2014

Binary Theta-Joins using MapReduce: Efficiency Analysis and Improvements.
Proceedings of the Workshops of the EDBT/ICDT 2014 Joint Conference (EDBT/ICDT 2014), 2014

Optimization of Data-intensive Flows: Is it Needed? Is it Solved?
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

Access Methods.
Proceedings of the Computing Handbook, 2014

2013
Adaptive Query Processing in Distributed Settings.
Proceedings of the Advanced Query Processing, Volume 1: Issues and Trends, 2013

Skew Handling in Aggregate Streaming Queries on GPUs.
Proceedings of the International Workshop on Accelerating Data Management Systems Using Modern Processor and Storage Architectures, 2013

Multi-objective optimization of data flows in a multi-cloud environment.
Proceedings of the Second Workshop on Data Analytics in the Cloud, 2013

Continuous outlier detection in data streams: an extensible framework and state-of-the-art algorithms.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Driver input selection for main-memory multi-way joins.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Adaptive memory-aware chunk sizing techniques for data-intensive queries over web services.
Proceedings of the 28th Annual ACM Symposium on Applied Computing, 2013

Incorporating change detection in network coordinate systems for large data transfers.
Proceedings of the 17th Panhellenic Conference on Informatics, 2013

Declarative Expression and Optimization of Data-Intensive Flows.
Proceedings of the Data Warehousing and Knowledge Discovery, 2013

2012
Efficient load balancing in partitioned queries under random perturbations.
ACM Trans. Auton. Adapt. Syst., 2012

Optimization of decentralized multi-way join queries over pipelined filtering services.
Computing, 2012

On Optimizing Workflows Using Query Processing Techniques.
Proceedings of the Scientific and Statistical Database Management, 2012

Online Load Balancing in Parallel Database Queries with Model Predictive Control.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Lifting the Burden of History in Adaptive Ordering of Pipelined Stream Filters.
Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

2011
Queries over Web Services.
Proceedings of the New Directions in Web Data Management 1, 2011

Optimal Service Ordering in Decentralized Queries Over Web Services.
Int. J. Knowl. Based Organ., 2011

Decentralized execution of linear workflows over web services.
Future Gener. Comput. Syst., 2011

Optimal Tradeoff between Energy Consumption and Response Time in Large-Scale MapReduce Clusters.
Proceedings of the 15th Panhellenic Conference on Informatics, 2011

Continuous monitoring of distance-based outliers over data streams.
Proceedings of the 27th International Conference on Data Engineering, 2011

2010
Brief announcement: on the quest of optimal service ordering in decentralized queries.
Proceedings of the 29th Annual ACM Symposium on Principles of Distributed Computing, 2010

2009
Parallel Query Processing on the Grid.
Proceedings of the Parallel Programming, Models and Applications in Grid and P2P Systems., 2009

A service-oriented system for distributed data querying and integration on Grids.
Future Gener. Comput. Syst., 2009

Adaptive workload allocation in query processing in autonomous heterogeneous environments.
Distributed Parallel Databases, 2009

A Vision for Next Generation Query Processors and an Associated Research Agenda.
Proceedings of the Data Management in Grid and Peer-to-Peer Systems, 2009

Honoring SLAs on cloud computing services: A control perspective.
Proceedings of the 10th European Control Conference, 2009

Database Oriented Grid Middlewares.
Proceedings of the 2009 Fourth Balkan Conference in Informatics, 2009

An efficient load balancing LQR controller in parallel database queries under random perturbations.
Proceedings of the IEEE International Conference on Control Applications, 2009

2008
A control theoretical approach to self-optimizing block transfer in Web service grids.
ACM Trans. Auton. Adapt. Syst., 2008

A hybrid ontology and visual-based retrieval model for cultural heritage multimedia collections.
Int. J. Metadata Semant. Ontologies, 2008

Robust Runtime Optimization of Data Transfer in Queries over Web Services.
Proceedings of the 24th International Conference on Data Engineering, 2008

2007
Self-optimizing block transfer in web service grids.
Proceedings of the 9th ACM International Workshop on Web Information and Data Management (WIDM 2007), 2007

A Hybrid Ontology and Visual-based Retrieval Model for Cultural Heritage Multimedia Collections.
Proceedings of the Metadata and Semantics, 2007

A Service-Oriented System to Support Data Integration on Data Grids.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2006
A novel approach to resource scheduling for parallel query processing on computational grids.
Distributed Parallel Databases, 2006

Practical Adaptation to Changing Resources in Grid Query Processing.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Modular Adaptive Query Processing for Service-Based Grids.
Proceedings of the 3rd International Conference on Autonomic Computing, 2006

A Hybrid Ontology and Content-Based Search Engine For Multimedia Retrieval.
Proceedings of the ADBIS 2006, 2006

2005
Adapting to Changing Resource Performance in Grid Query Processing.
Proceedings of the Data Management in Grids, First VLDB Workshop, 2005

Service Choreography for Data Integration on the Grid.
Proceedings of the First Workshop on Knowledge and Data Management in GRIDs, 2005

2004
Self-monitoring query execution for adaptive query processing.
Data Knowl. Eng., 2004

Using OGSA-DQP to Support Scientific Applications for the Grid.
Proceedings of the Scientific Applications of Grid Computing, First International Workshop, 2004

Resource Scheduling for Parallel Query Processing on Computational Grids.
Proceedings of the 5th International Workshop on Grid Computing (GRID 2004), 2004

OGSA-DQP: A Service for Distributed Querying on the Grid.
Proceedings of the Advances in Database Technology, 2004

Adaptive Query Processing and the Grid: Opportunities and Challenges.
Proceedings of the 15th International Workshop on Database and Expert Systems Applications (DEXA 2004), with CD-ROM, 30 August, 2004

2003
Data Base Management Systems (DBMSs): Meeting the requirements of the EU data protection legislation.
Int. J. Inf. Manag., 2003

Distributed Query Processing on the Grid.
Int. J. High Perform. Comput. Appl., 2003

Service-Based Distributed Querying on the Grid.
Proceedings of the Service-Oriented Computing, 2003

2002
Adaptive Query Processing: A Survey.
Proceedings of the Advances in Databases, 19th British National Conference on Databases, 2002


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