Zoi Kaoudi

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 45

Top Topics

Query Optimizer

Top Venues

SIGMOD Conference

Proc. VLDB Endow.

Publications

Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. ICDE (2024)
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)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
Assisted design of data science pipelines. VLDB J. 33 (4) (2024)
Rama Widyadhana Bhagaskoro, Volker Markl, Zoi Kaoudi
Evaluation of Sampling Methods for Discovering Facts from Knowledge Graph Embeddings. EDBT (2024)
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) (2023)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Management via Intent Signaling. CIKM (2023)
Henriette Behr, Volker Markl, Zoi Kaoudi
Learn What Really Matters: A Learning-to-Rank Approach for ML-based Query Optimization. BTW (2023)
Serafeim Papadias, Zoi Kaoudi, Varun Pandey, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Counting Butterflies in Fully Dynamic Bipartite Graph Streams. CoRR (2023)
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz
Unified Data Analytics: State-of-the-art and Open Problems. Proc. VLDB Endow. 15 (12) (2022)
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)
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) (2022)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
NuPS: A Parameter Server for Machine Learning with Non-Uniform Parameter Access. SIGMOD Conference (2022)
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Space-Efficient Random Walks on Streaming Graphs. Proc. VLDB Endow. 16 (2) (2022)
Robin Van De Water, Francesco Ventura, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Farming Your ML-based Query Optimizer's Food. ICDE (2022)
Serafeim Papadias, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Volker Markl
Space-Efficient Random Walks on Streaming Graphs. CoRR (2022)
Behrouz Derakhshan, Alireza Rezaei Mahdiraji, Zoi Kaoudi, Tilmann Rabl, Volker Markl
Materialization and Reuse Optimizations for Production Data Science Pipelines. SIGMOD Conference (2022)
Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga
RDFFrames: knowledge graph access for machine learning tools. VLDB J. 31 (2) (2022)
Zoi Kaoudi, Abelardo Carlos Martinez Lorenzo, Volker Markl
Towards Loosely-Coupling Knowledge Graph Embeddings and Ontology-based Reasoning. CoRR (2022)
Alexander Renz-Wieland, Andreas Kieslinger, Robert Gericke, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Good Intentions: Adaptive Parameter Servers via Intent Signaling. CoRR (2022)
Sergey Redyuk, Zoi Kaoudi, Sebastian Schelter, Volker Markl
DORIAN in action: Assisted Design of Data Science Pipelines. Proc. VLDB Endow. 15 (12) (2022)
Alexander Renz-Wieland, Tobias Drobisch, Zoi Kaoudi, Rainer Gemulla, Volker Markl
Just Move It! Dynamic Parameter Allocation in Action. Proc. VLDB Endow. 14 (12) (2021)
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)
Sergey Redyuk, Zoi Kaoudi, Volker Markl, Sebastian Schelter
Automating Data Quality Validation for Dynamic Data Ingestion. EDBT (2021)
Alexander Renz-Wieland, Rainer Gemulla, Zoi Kaoudi, Volker Markl
Replicate or Relocate? Non-Uniform Access in Parameter Servers. CoRR (2021)
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Bertty Contreras-Rojas, Rodrigo Pardo-Meza, Anis Troudi, Sanjay Chawla
ML-based Cross-Platform Query Optimization. ICDE (2020)
Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga
RDFFrames: Knowledge Graph Access for Machine Learning Tools. Proc. VLDB Endow. 13 (12) (2020)
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) (2020)
Aisha Mohamed, Ghadeer Abuoda, Abdurrahman Ghanem, Zoi Kaoudi, Ashraf Aboulnaga
RDFFrames: Knowledge Graph Access for Machine Learning Tools. CoRR (2020)
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) (2020)
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)
Aisha Mohamed, Shameem Puthiya Parambath, Zoi Kaoudi, Ashraf Aboulnaga
Popularity Agnostic Evaluation of Knowledge Graph Embeddings. UAI (2020)
Stefano Giovanni Rizzo, Ji Lucas, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla
AI-CARGO: A Data-Driven Air-Cargo Revenue Management System. CoRR (2019)
Bertty Contreras-Rojas, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Saravanan Thirumuruganathan
TagSniff: Simplified Big Data Debugging for Dataflow Jobs. SoCC (2019)
Sebastian Kruse, Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Sanjay Chawla, Felix Naumann, Bertty Contreras-Rojas
Optimizing Cross-Platform Data Movement. ICDE (2019)
Zoi Kaoudi, Bertty Contreras-Rojas, Saravanan Thirumuruganathan, Jorge-Arnulfo Quiané-Ruiz
TagSniff: Simplified Big Data Debugging for Dataflow Jobs. SoCC (2019)
Jonas Traub, Jorge-Arnulfo Quiané-Ruiz, Zoi Kaoudi, Volker Markl
Agora: Towards An Open Ecosystem for Democratizing Data Science & Artificial Intelligence. CoRR (2019)
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) (2018)
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz
Cross-Platform Data Processing: Use Cases and Challenges. ICDE (2018)
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 (2018)
Sanjay Chawla, Bertty Contreras-Rojas, Zoi Kaoudi, Sebastian Kruse, Jorge-Arnulfo Quiané-Ruiz
Building your Cross-Platform Application with RHEEM. CoRR (2018)
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal
A Cost-based Optimizer for Gradient Descent Optimization. SIGMOD Conference (2017)
Zoi Kaoudi, Jorge-Arnulfo Quiané-Ruiz, Saravanan Thirumuruganathan, Sanjay Chawla, Divy Agrawal
A Cost-based Optimizer for Gradient Descent Optimization. CoRR (2017)
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)
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)
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)
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)
Zoi Kaoudi, Ioana Manolescu
RDF in the clouds: a survey. VLDB J. 24 (1) (2015)
François Goasdoué, Zoi Kaoudi, Ioana Manolescu, Jorge-Arnulfo Quiané-Ruiz, Stamatis Zampetakis
CliqueSquare: Flat plans for massively parallel RDF queries. ICDE (2015)
Zoi Kaoudi, Anastasios Kementsietsidis
Query Processing for RDF Databases. Reasoning Web (2014)
Zoi Kaoudi, Ioana Manolescu
Cloud-based RDF data management. SIGMOD Conference (2014)
Zoi Kaoudi, Ioana Manolescu
Triples in the clouds. ICDE (2013)
Zoi Kaoudi, Manolis Koubarakis
Distributed RDFS Reasoning Over Structured Overlay Networks. J. Data Semant. 2 (4) (2013)
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)
Francesca Bugiotti, François Goasdoué, Zoi Kaoudi, Ioana Manolescu
RDF data management in the Amazon cloud. EDBT/ICDT Workshops (2012)
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) (2010)
Zoi Kaoudi, Kostis Kyzirakos, Manolis Koubarakis
SPARQL Query Optimization on Top of DHTs. ISWC (1) (2010)
Zoi Kaoudi, Iris Miliaraki, Manolis Koubarakis
RDFS Reasoning and Query Answering on Top of DHTs. ISWC (2008)
Iris Miliaraki, Zoi Kaoudi, Manolis Koubarakis
Xml data dissemination using automata on top of structured overlay networks. WWW (2008)
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)
Zoi Kaoudi, Theodore Dalamagas, Timos K. Sellis
RDFSculpt: Managing RDF Schemas Under Set-Like Semantics. ESWC (2005)