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2020 – today

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2024
[j15]
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Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
Assisted design of data science pipelines. VLDB J. 33(4): 1129-1153 (2024)
[c33]
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Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi:
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. EDBT 2024: 664-675
[c32]
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Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. ICDE 2024: 2917-2930
[c31]
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  - conf/sigmod/HartigK24
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Olaf Hartig, Zoi Kaoudi:
GRADES-NDA'24: 7th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA). SIGMOD Conference Companion 2024: 653-654
[e4]
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Olaf Hartig, Zoi Kaoudi:
Proceedings of the 7th Joint Workshop on Graph Data Management Experiences & Systems (GRADES) and Network Data Analytics (NDA), Santiago, Chile, 14 June 2024. ACM 2024 [contents]
2023
[j14]
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  - journals/sigmod/BeedkarCGKMPQ23
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Kaustubh Beedkar, Bertty Contreras-Rojas, Haralampos Gavriilidis, Zoi Kaoudi, Volker Markl, Rodrigo Pardo-Meza, Jorge-Arnulfo Quiané-Ruiz:
Apache Wayang: A Unified Data Analytics Framework. SIGMOD Rec. 52(3): 30-35 (2023)
[c30]
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  - conf/btw/BehrMK23
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Henriette Behr, Volker Markl, Zoi Kaoudi:
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. BTW 2023: 535-554
[c29]
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  - conf/cikm/Renz-WielandKGG23
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Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Good Intentions: Adaptive Parameter Management via Intent Signaling. CIKM 2023: 2156-2166
[e3]
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  - conf/semweb/2023-1
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Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, Juanzi Li:
The Semantic Web - ISWC 2023 - 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part I. Lecture Notes in Computer Science 14265, Springer 2023, ISBN 978-3-031-47239-8 [contents]
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Terry R. Payne, Valentina Presutti, Guilin Qi, María Poveda-Villalón, Giorgos Stoilos, Laura Hollink, Zoi Kaoudi, Gong Cheng, Juanzi Li:
The Semantic Web - ISWC 2023 - 22nd International Semantic Web Conference, Athens, Greece, November 6-10, 2023, Proceedings, Part II. Lecture Notes in Computer Science 14266, Springer 2023, ISBN 978-3-031-47242-8 [contents]
[i11]
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  - journals/corr/abs-2312-03435
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Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. CoRR abs/2312.03435 (2023)
2022
[j13]
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  - journals/kais/RizzoCPLKQC22
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Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla:
Uncertainty-bounded reinforcement learning for revenue optimization in air cargo: a prescriptive learning approach. Knowl. Inf. Syst. 64(9): 2515-2541 (2022)
[j12]
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Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl:
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15(12): 3714-3717 (2022)
[j11]
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Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz:
Unified Data Analytics: State-of-the-art and Open Problems. Proc. VLDB Endow. 15(12): 3778-3781 (2022)
[j10]
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Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Space-Efficient Random Walks on Streaming Graphs. Proc. VLDB Endow. 16(2): 356-368 (2022)
[j9]
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  - journals/vldb/MohamedAGKA22
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Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga:
RDFFrames: knowledge graph access for machine learning tools. VLDB J. 31(2): 321-346 (2022)
[c28]
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  - conf/cidr/WaterVKQM22
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Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
DataFarm: Farm Your ML-based Query Optimizer's Food! - Human-Guided Training Data Generation -. CIDR 2022
[c27]
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Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Farming Your ML-based Query Optimizer's Food. ICDE 2022: 3186-3189
[c26]
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  - conf/sigmod/Renz-WielandGKM22
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Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. SIGMOD Conference 2022: 481-495
[c25]
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  - conf/sigmod/DerakhshanMKRM22
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Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl:
Materialization and Reuse Optimizations for Production Data Science Pipelines. SIGMOD Conference 2022: 1962-1976
[i10]
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  - journals/corr/abs-2202-03173
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Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl:
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning. CoRR abs/2202.03173 (2022)
[i9]
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  - journals/corr/abs-2206-00470
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Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Good Intentions: Adaptive Parameter Servers via Intent Signaling. CoRR abs/2206.00470 (2022)
[i8]
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  - journals/corr/abs-2209-06063
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Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Space-Efficient Random Walks on Streaming Graphs. CoRR abs/2209.06063 (2022)
2021
[j8]
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Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl:
Just Move It! Dynamic Parameter Allocation in Action. Proc. VLDB Endow. 14(12): 2707-2710 (2021)
[c24]
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  - conf/edbt/RedyukKMS21
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Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter:
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT 2021: 61-72
[c23]
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  - conf/sigmod/VenturaKQM21
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Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Expand your Training Limits! Generating Training Data for ML-based Data Management. SIGMOD Conference 2021: 1865-1878
[i7]
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  - journals/corr/abs-2104-00501
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Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl:
Replicate or Relocate? Non-Uniform Access in Parameter Servers. CoRR abs/2104.00501 (2021)
2020
[b2]
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  - series/synthesis/2020Kaoudi
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Zoi Kaoudi, Ioana Manolescu, Stamatis Zampetakis:
Cloud-Based RDF Data Management. Synthesis Lectures on Data Management, Morgan & Claypool Publishers 2020, ISBN 978-3-031-00747-7
[j7]
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  - journals/pvldb/MohamedAGKA20
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Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga:
RDFFrames: Knowledge Graph Access for Machine Learning Tools. Proc. VLDB Endow. 13(12): 2889-2892 (2020)
[j6]
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  - journals/sigmod/TraubKQM20
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Jonas Traub, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl:
Agora: Bringing Together Datasets, Algorithms, Models and More in a Unified Ecosystem [Vision]. SIGMOD Rec. 49(4): 6-11 (2020)
[j5]
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  - journals/vldb/KruseKCCNQ20
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Sebastian Kruse, Zoi Kaoudi, Bertty Contreras-Rojas, Sanjay Chawla, Felix Naumann, Jorge-Arnulfo Quiané-Ruiz:
RHEEMix in the data jungle: a cost-based optimizer for cross-platform systems. VLDB J. 29(6): 1287-1310 (2020)
[c22]
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  - conf/icde/KaoudiQCPTC20
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Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi, Sanjay Chawla:
ML-based Cross-Platform Query Optimization. ICDE 2020: 1489-1500
[c21]
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  - conf/icdm/RizzoCPLKQC20
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Stefano Giovanni Rizzo, Yixian Chen, Linsey Pang, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla:
Prescriptive Learning for Air-Cargo Revenue Management. ICDM 2020: 462-471
[c20]
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  - conf/uai/MohamedPKA20
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Aisha Mohamed, Shameem Puthiya Parambath, Zoi Kaoudi, Ashraf Aboulnaga:
Popularity Agnostic Evaluation of Knowledge Graph Embeddings. UAI 2020: 1059-1068
[i6]
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  - journals/corr/abs-2002-03614
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Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga:
RDFFrames: Knowledge Graph Access for Machine Learning Tools. CoRR abs/2002.03614 (2020)

2010 – 2019

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2019
[c19]
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  - conf/cloud/Contreras-Rojas19
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Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Saravanan Thirumuruganathan:
TagSniff: Simplified Big Data Debugging for Dataflow Jobs. SoCC 2019: 453-464
[c18]
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  - conf/icde/0001KQCNC19
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Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas:
Optimizing Cross-Platform Data Movement. ICDE 2019: 1642-1645
[e1]
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Melanie Herschel, Helena Galhardas, Berthold Reinwald, Irini Fundulaki, Carsten Binnig, Zoi Kaoudi:
Advances in Database Technology - 22nd International Conference on Extending Database Technology, EDBT 2019, Lisbon, Portugal, March 26-29, 2019. OpenProceedings.org 2019, ISBN 978-3-89318-081-3 [contents]
[i5]
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  - journals/corr/abs-1905-09130
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Stefano Giovanni Rizzo, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla:
AI-CARGO: A Data-Driven Air-Cargo Revenue Management System. CoRR abs/1905.09130 (2019)
[i4]
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  - journals/corr/abs-1909-03026
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Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl:
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence. CoRR abs/1909.03026 (2019)
2018
[j4]
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Divy Agrawal, Sanjay Chawla, Bertty Contreras-Rojas, Ahmed K. Elmagarmid, Yasser Idris, Zoi Kaoudi, Sebastian Kruse, Ji Lucas, Essam Mansour, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Saravanan Thirumuruganathan, Anis Troudi:
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -. Proc. VLDB Endow. 11(11): 1414-1427 (2018)
[c17]
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Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz:
Cross-Platform Data Processing: Use Cases and Challenges. ICDE 2018: 1723-1726
[i3]
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  - journals/corr/abs-1805-03533
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Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras:
RHEEMix in the Data Jungle - A Cross-Platform Query Optimizer -. CoRR abs/1805.03533 (2018)
[i2]
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  - journals/corr/abs-1805-11723
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Sanjay Chawla, Bertty Contreras-Rojas, Zoi Kaoudi, Sebastian Kruse, Jorge-Arnulfo Quiané-Ruiz:
Building your Cross-Platform Application with RHEEM. CoRR abs/1805.11723 (2018)
2017
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  - conf/sigmod/KaoudiQTCA17
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Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal:
A Cost-based Optimizer for Gradient Descent Optimization. SIGMOD Conference 2017: 977-992
[i1]
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Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal:
A Cost-based Optimizer for Gradient Descent Optimization. CoRR abs/1703.09193 (2017)
2016
[c15]
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Divy Agrawal, Sanjay Chawla, Ahmed K. Elmagarmid, Zoi Kaoudi, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Road to Freedom in Big Data Analytics. EDBT 2016: 479-484
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Sebastian Kruse, Anja Jentzsch, Thorsten Papenbrock, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Felix Naumann:
RDFind: Scalable Conditional Inclusion Dependency Discovery in RDF Datasets. SIGMOD Conference 2016: 953-967
[c13]
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Divy Agrawal, Mouhamadou Lamine Ba, Laure Berti-Équille, Sanjay Chawla, Ahmed K. Elmagarmid, Hossam Hammady, Yasser Idris, Zoi Kaoudi, Zuhair Khayyat, Sebastian Kruse, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Mohammed J. Zaki:
Rheem: Enabling Multi-Platform Task Execution. SIGMOD Conference 2016: 2069-2072
2015
[j3]
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Zoi Kaoudi, Ioana Manolescu:
RDF in the clouds: a survey. VLDB J. 24(1): 67-91 (2015)
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François Goasdoué, Zoi Kaoudi, Ioana Manolescu, Jorge-Arnulfo Quiané-Ruiz, Stamatis Zampetakis:
CliqueSquare: Flat plans for massively parallel RDF queries. ICDE 2015: 771-782
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Benjamin Djahandideh, François Goasdoué, Zoi Kaoudi, Ioana Manolescu, Jorge-Arnulfo Quiané-Ruiz, Stamatis Zampetakis:
CliqueSquare in action: Flat plans for massively parallel RDF queries. ICDE 2015: 1432-1435
2014
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Zoi Kaoudi, Anastasios Kementsietsidis:
Query Processing for RDF Databases. Reasoning Web 2014: 141-170
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Zoi Kaoudi, Ioana Manolescu:
Cloud-based RDF data management. SIGMOD Conference 2014: 725-729
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Francesca Bugiotti, Jesús Camacho-Rodríguez, François Goasdoué, Zoi Kaoudi, Ioana Manolescu, Stamatis Zampetakis:
SPARQL Query Processing in the Cloud. Linked Data Management 2014: 165-192
2013
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Zoi Kaoudi, Manolis Koubarakis:
Distributed RDFS Reasoning Over Structured Overlay Networks. J. Data Semant. 2(4): 189-227 (2013)
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Zoi Kaoudi, Ioana Manolescu:
Triples in the clouds. ICDE 2013: 1258-1261
2012
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Andrés Aranda-Andújar, Francesca Bugiotti, Jesús Camacho-Rodríguez, Dario Colazzo, François Goasdoué, Zoi Kaoudi, Ioana Manolescu:
AMADA: web data repositories in the amazon cloud. CIKM 2012: 2749-2751
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Francesca Bugiotti, François Goasdoué, Zoi Kaoudi, Ioana Manolescu:
RDF data management in the Amazon cloud. EDBT/ICDT Workshops 2012: 61-72
2011
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Zoi Kaoudi:
Κατανεμημένη αποτίμηση επερωτήσεων και συλλογιστική για το μοντέλο RDF σε δίκτυα ομότιμων κόμβων. National and Kapodistrian University of Athens, Greece, 2011
2010
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Zoi Kaoudi, Manolis Koubarakis, Kostis Kyzirakos, Iris Miliaraki, Matoula Magiridou, Antonios Papadakis-Pesaresi:
Atlas: Storing, updating and querying RDF(S) data on top of DHTs. J. Web Semant. 8(4): 271-277 (2010)
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Zoi Kaoudi, Kostis Kyzirakos, Manolis Koubarakis:
SPARQL Query Optimization on Top of DHTs. ISWC (1) 2010: 418-435

2000 – 2009

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2008
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Zoi Kaoudi, Iris Miliaraki, Manolis Koubarakis:
RDFS Reasoning and Query Answering on Top of DHTs. ISWC 2008: 499-516
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Iris Miliaraki, Zoi Kaoudi, Manolis Koubarakis:
Xml data dissemination using automata on top of structured overlay networks. WWW 2008: 865-874
2005
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Zoi Kaoudi, Iris Miliaraki, Matoula Magiridou, Erietta Liarou, Stratos Idreos, Manolis Koubarakis:
Semantic Grid Resource Discovery in Atlas. Knowledge and Data Management in GRIDs 2005: 185-199
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Zoi Kaoudi, Theodore Dalamagas, Timos K. Sellis:
RDFSculpt: Managing RDF Schemas Under Set-Like Semantics. ESWC 2005: 123-137

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