Publications

(not always up to date, check my DBLP entry for a complete list)
 

ICDE'24

CheckMate: Evaluating Checkpointing Protocols for Streaming Dataflows
George Siachamis, Kyriakos Psarakis, Marios Fragkoulis, Arie van Deursen, Paris Carbone, Asterios Katsifodimos.
In the Proceedings of the 2024 IEEE 40th International Conference on Data Engineering (ICDE).

 

ICDE'24

AutoFeat: Transitive Feature Discovery over Join Paths
Andra Ionescu, , Kiril Vasilev, Florena Buse, Rihan Hai, Asterios Katsifodimos.
In the Proceedings of the 2024 IEEE 40th International Conference on Data Engineering (ICDE).

 

VLDBJ'24

A survey on the evolution of stream processing systems
Marios Fragkoulis, Paris Carbone, Vasiliki Kalavri, Asterios Katsifodimos.
The VLDB Journal; 33(2): 507-541.

 

EDBT'24 / CIDR'23

Stateful Entities: Object-oriented Cloud Applications as Distributed Dataflows
Kyriakos Psarakis, Wouter Zorgdrager, Marios Fragkoulis, Guido Salvaneschi, Asterios Katsifodimos.
In the Proceedings of the 22nd International Conference on Extending Database Technology (EDBT) 2024.

 

RecSys'23

Leveraging Large Language Models for Sequential Recommendation
Jesse Harte, Wouter Zorgdrager, Panos Louridas, Asterios Katsifodimos, Dietmar Jannach, Marios Fragkoulis.
In the Proceedings of the conference ACM Recommender Systems (RecSys) Conference 2023.

 

DEBS'23

Adaptive Distributed Streaming Similarity Joins
George Siachamis, Kyriakos Psarakis, Marios Fragkoulis, Odysseas Papapetrou, Arie van Deursen, Asterios Katsifodimos.
In the Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL) 2023.

 

ACL'23

Automatic Table Union Search with Tabular Representation Learning
Xuming Hu, Shen Wang, Xiao Qin, Chuan Lei, Zhengyuan Shen, Christos Faloutsos, Asterios Katsifodimos, George Karypis, Lijie Wen, Philip S. Yu.
In the Findings of the 61st Annual Meeting of the Association for Computational Linguistics (ACL) 2023.

 

ICWE'23

Optimizing ML Inference Queries Under Constraints
Ziyu Li, Mariette Schönfeld, Wenbo Sun, Marios Fragkoulis, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos.
In the Proceedings of the International Conference on Web Engineering (ICWE) 2023.

 

ICWE'23

Topio: An Open-Source Web Platform for Trading Geospatial Data
Andra Ionescu, Kostas Patroumpas, Kyriakos Psarakis, Georgios Chatzigeorgakidis, Diego Collarana, Kai Barenscher, Dimitrios Skoutas, Asterios Katsifodimos, Spiros Athanasiou.
In the Proceedings of the International Conference on Web Engineering (ICWE) 2023.

 

EDBT'23

Topio Marketplace: Search and Discovery of Geospatial Data
Andra Ionescu, Alexandra Alexandridou, Leonidas Ikonomou, Kyriakos Psarakis, Kostas Patroumpas, Georgios Chatzigeorgakidis, Dimitrios Skoutas, Spiros Athanasiou, Rihan Hai, Asterios Katsifodimos.
In the Proceedings of the 22nd International Conference on Extending Database Technology (EDBT) 2023 (demonstration track).

 

Inf. Systems '22

Transactions across serverless functions leveraging stateful dataflows
Martijn de Heus, Kyriakos Psarakis, Marios Fragkoulis, Asterios Katsifodimos.
Springer Information Systems 108: 102015 (2022).

 

DataPerf@NeurIPS'22

Metadata Representations for Queryable ML Model Zoos
Ziyu Li, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos.
DataPerf Benchmarking Data for Data-Centric AI, NeurIPS Workshop 2022.

 

DBML@ICDE'22

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Join Path Based Data Augmentation for Decision Trees
Andra Ionescu, Rihan Hai, Marios Fragkoulis, Asterios Katsifodimos.
In the Proceedings of the 2022 International workshop on databases and machine learning, colocated with ICDE.

 

ICDE '22

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S-Query: Opening the Black Box of Internal Stream Processor State
Jim Verheijde, Vassilis Karakoidas, Marios Fragkoulis, Asterios Katsifodimos.
In the Proceedings of the 2022 IEEE 38th International Conference on Data Engineering (ICDE).

 

CIDR '22

Amalur: Next-generation Data Integration in Data Lakes
Rihan Hai, Christos Koutras, Andra Ionescu, Asterios Katsifodimos.
In the Proceedings of the 13th Annual Conference on Innovative Data Systems Research (CIDR 2022).

 

SIGMOD '21

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Clonos: Consistent Causal Recovery for Highly-Available Streaming Dataflows
Pedro Fortunato Silvestre, Marios Fragkoulis, Diomidis Spinellis, Asterios Katsifodimos.
In the Proceedings of the 2021 ACM SIGMOD International Conference on the Management of Data.

 

VLDB '21

Hazelcast Jet: Low-latency Stream Processing at the 99.99th Percentile
Can Gencer, Marko Topolnik, Viliam Ďurina, Emin Demirci, Ensar B. Kahveci, Ali Gürbüz Ondřej Lukáš, József Bartók, Grzegorz Gierlach, František Hartman, Ufuk Yılmaz, Mehmet Doğan, Mohamed Mandouh, Marios Fragkoulis, Asterios Katsifodimos.
In the Proceedings of the 47th International Conference on Very Large Data Bases (VLDB) 2021.

 

VLDB '21

Valentine in Action: Matching Tabular Data at Scale
Christos Koutras & Kyriakos Psarakis , George Siachamis, Andra Ionescu, Marios Fragkoulis, Angela Bonifati, Asterios Katsifodimos.
In the Proceedings of the 47th International Conference on Very Large Data Bases (VLDB) 2021 (Demo track).

 

ACM TODS '21

Scotty: General and Efficient Open-source Window Aggregation for Stream Processing Systems
Jonas Traub, Philipp Marian Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl.
In the ACM journal on the Transactions on Database Systems, Volume 46, 2021.

 

ACM DEBS '21

Distributed Transactions on Serverless Stateful Functions
Martijn De Heus, Kyriakos Psarakis, Marios Fragkoulis, Asterios Katsifodimos.
Inthe proceedings of the 15th ACM International Conference on Distributed and Event‐based Systems (DEBS) 2021.

 

ICDE '21

Valentine: Evaluating Matching Techniques for Dataset Discovery
Christos Koutras, George Siachamis, Andra Ionescu, Kyriakos Psarakis, Jerry Brons, Marios Fragkoulis, Christoph Lofi, Angela Bonifati, Asterios Katsifodimos.
In the Proceedings of the 2021 IEEE International Conference on Data Engineering (ICDE).

 

SIGMOD '20

Beyond Analytics: The Evolution of Stream Processing Systems
Paris Carbone, Marios Fragkoulis, Vasiliki Kalavri, Asterios Katsifodimos.
In the Proceedings of the 2020 ACM SIGMOD International Conference on Management of Data (tutorial).

 

SEAS @EDBT '20

REMA: Graph Embeddings-based Relational Schema Matching
Christos Koutras, Marios Fragkoulis, Asterios Katsifodimos, Christoph Lofi.
SEA Data workshop colocated with EDBT 2020.

 

VLDB '19

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Stateful Functions as a Service in Action
Adil Akhter, Marios Fragkoulis, Asterios Katsifodimos.
In the Proceedings of the 45th International Conference on Very Large Data Bases (VLDB) 2019 (demo track).

 

VLDB '19

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An Intermediate Representation for Optimizing Machine Learning Pipelines
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Bress, Tilmann Rabl, Volker Markl.
In the Proceedings of the 45th International Conference on Very Large Data Bases (VLDB) 2019.

 

ACM EDBT '19

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Operational Stream Processing: Towards Scalable and Consistent Event-Driven Applications
Asterios Katsifodimos, Marios Fragkoulis.
In the Proceedings of the 22nd International Conference on Extending Database Technology (EDBT) 2019.

 

ACM EDBT '19

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Efficient Window Aggregation with General Stream Slicing
Jonas Traub, Philipp M. Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl and Volker Markl.
In the Proceedings of the 22nd International Conference on Extending Database Technology (EDBT) 2019.

 

IEEE ICDE '19

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Muses: Distributed Data Migration for Polystores
Abdulrahman Kaitoua, Tilmann Rabl, Asterios Katsifodimos, Volker Markl.
In the Proceedings of the International Conference on Data Engineering (ICDE) 2019.

 

IEEE ICDE '18

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Benchmarking Distributed Stream Data Processing Systems
Jeyhun Karimov, Tilmann Rabl, Asterios Katsifodimos, Roman Samarev, Henri Heiskanen, Volker Markl.
In the Proceedings of the International Conference on Data Engineering (ICDE) 2018.

 

IEEE ICDE '18

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Scotty: Efficient Window Aggregation for out-of-order Stream Processing
Jonas Traub, Philipp Grulich, Alejandro Rodriguez Cuellar, Sebastian Breß, Asterios Katsifodimos, Tilmann Rabl, Volker Markl.
In the Proceedings of the International Conference on Data Engineering (ICDE) 2018.

 

Encyc. Big Data '18

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Stream Window Aggregation Semantics and Optimization
Paris Carbone, Asterios Katsifodimos, Seif Haridi.
Chapter in the Encyclopedia of Big Data, Springer, 2018.

 

VLDB '17

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BlockJoin: Efficient Matrix Partitioning Through Joins
Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Tilmann Rabl, Volker Markl.
In the Proceedings of the VLDB Endowment, Vol. 10, No. 13 (presented in VLDB 2018).

 

ACM SoCC '17

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Optimized On-Demand Data Streaming from Sensor Nodes
Jonas Traub, Sebastian Breß, Tilmann Rabl, Asterios Katsifodimos, Volker Markl.
In the poceedings of the 8th ACM Symposium on Cloud Computing 2017 (SoCC '17').

 

Elsevier Big Data Handbook '17

Large-Scale Data Stream Processing Systems
Paris Carbone, Gábor E. Gévay, Gábor Hermann, Asterios Katsifodimos, Juan Soto, Volker Markl, Seif Haridi.
Book chapter on Large-Scale Data Stream Processing Systems, part of the Handbook of Big Data Technologies 2017 (Elsevier): 219-260.

 

ACM CIKM '16

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Cutty: Aggregate Sharing for User-defined Windows
Paris Carbone, Jonas Traub, Asterios Katsifodimos, Seif Haridi, Volker Markl.
To appear in the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016).

 

ACM Award | SIGMOD Record '16

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Implicit Parallelism through Deep Language Embedding
Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Volker Markl.
Published at SIGMOD Record, in the special Issue on the ACM Research Highlights Award, March 2016.

 

ACM SIGMOD '16

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Emma in Action: Declarative Dataflows for Scalable Data Analysis
Alexander Alexandrov, Asterios Katsifodimos, Georgi Krastev, Andreas Salzmann, Volker Markl.
Accepted for publication in the Proceedings of the ACM SIGMOD International Conference on Management of Data (demo track), June 26th - July 1st 2016, San Fransisco, USA.

 

BeyondMR @ACM SIGMOD '16

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Bridging the Gap: Towards Optimizations across Linear and Relational Algebra
Andreas Kunft, Alexander Alexandrov, Asterios Katsifodimos, Volker Markl.
International Workshop on Algorithms and Systems for MapReduce and Beyond (BeyondMR), in conjunction with SIGMOD/PODS in San Francisco, July 2016.

 

IEEE Data Eng. Bull. '15

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Apache Flink: Stream and Batch Processing in a Single Engine
Paris Carbone, Stephan Ewen, Seif Haridi, Asterios Katsifodimos, Volker Markl, Kostas Tzoumas.
IEEE Data Engineering Bulletin, in the special issue on Next-gen Stream Processing (December 2015, Vol. 38 No. 4).

 

ACM SIGMOD '15

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Implicit Parallelism through Deep Language Embedding
Alexander Alexandrov, Andreas Kunft, Asterios Katsifodimos, Felix Schüler, Lauritz Thamsen, Odej Kao, Tobias Herb, Volker Markl.
In the Proceedings of the ACM SIGMOD International Conference on Management of Data, May 31 - June 4, 2015, Melbourne, VIC, Australia.

 

ACM SIGMOD '15

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Optimistic Recovery for Iterative Dataflows in Action
Sergey Dudoladov, Sebastian Schelter, Chen Xu, Asterios Katsifodimos, Stephan Ewen, Kostas Tzoumas, Volker Markl.
In the Proceedings of the ACM SIGMOD International Conference on Management of Data (demo track), May 31 - June 4, 2015, Melbourne, VIC, Australia.

 

VLDB '14

 PDF  Poster

Delta: Scalable Data Dissemination under Capacity Constraints
K.Karanasos, A. Katsifodimos, I. Manolescu.
In the Proceedings of the VLDB Endowment (PVLDB) 2013, Vol.7 No. 4. Also appeared in VLDB 2014, 1-5 September 2014, Hangzhou, China.

 

EDF '14

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The Stratosphere Platform: Big Data Analytics at Scale
A. Katsifodimos, J. Soto, V. Markl, K. Tzoumas.
European Data Forum, 18-19 March 2014, Athens, Greece.

 

PhD Thesis '13

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Scalable View-based Techniques for Web Data : Algorithms and Systems
A. Katsifodimos.
PhD Thesis, INRIA Saclay/Universite Paris-Sud, July 2013.

 

Technical Report '13

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Delta: Scalable Data Dissemination under Capacity Constraints
K. Karanasos, A. Katsifodimos, I. Manolescu.
INRIA Research Report (No 8385), October 2013.

 

ACM SIGMOD '12

 PDF  Poster  Slides

Materialized View Selection for XQuery Workloads
A. Katsifodimos, I. Manolescu, V. Vassalos.
In the Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD '12), May 20-24 2012, Scottsdale, Arizona, USA.

 

ACM Trans. Internet Tech. '12

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Minersoft: Software Retrieval in Grid and Cloud Computing Infrastructures
M. D. Dikaiakos, A. Katsifodimos, G. Pallis.
In the ACM Transactions on Internet Technology (ACM TOIT, Volume 12, Number 1, Article 2), July 2012.

 

ICWE '12

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ViP2P: Efficient XML Management in DHT Networks
K. Karanasos, A. Katsifodimos, I. Manolescu, S. Zoupanos.
In the Proceedings of the 12th International Conference on Web Engineering (ICWE '12), July 23-27 2012, Berlin, Germany.

 

Technical Report '11

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The ViP2P Platform: XML Views in P2P
K. Karanasos, A. Katsifodimos, I. Manolescu, S. Zoupanos.
INRIA Research Report (No 7812), November 2011.

 

ACM CIKM '10

 PDF  Poster

LiquidXML: Adaptive XML Content Redistribution
J. Camacho-Rodriguez, A. Katsifodimos, I. Manolescu, A. Roatis.
In the Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM '10, demo track), 26-30 October 2010, Toronto Canada.

 

Springer J. of Grid Comp. '10

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Searching for Software on the EGEE Infrastructure
G. Pallis, A. Katsifodimos, M. D. Dikaiakos.
In the Springer Journal of Grid Computing, Volume 8, Number 2, September 2010.

 

EGEE User Forum '10

 Poster

Visualizing the Dynamics of e-Science social networks
A. Katsifodimos, J.D Fekete, A. Caddy, C. Germain-Renaud.
In the 5th EGEE User Forum, April 12-15, 2010, Uppsala, Sweden.

 

MSc Thesis '09

 PDF  Slides

Minersoft: Searching Software Resources in large-scale Grid and Cloud Infrastructures
A. Katsifodimos.
Master Thesis, Computer Science Department, University of Cyprus, September 2009.

 

IEEE/WIC/ACM Web Intell. '09

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Effective Keyword search for Software Resources installed in Large-scale Grid Infrastructures
G. Pallis, A. Katsifodimos, M.D. Dikaiakos.
In the 2009 IEEE/WIC/ACM International Conference on Web Intelligence (WI '09), 15-18 September 2009, Milan Italy.

 

IEEE/ACM ccGrid '09

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Harvesting Large-Scale Grids for Software Resources
A. Katsifodimos, G. Pallis, M.D. Dikaiakos.
In the 9th IEEE International Symposium on Cluster Computing and the Grid (CCGrid '09), May 18-21, 2009. Shanghai, China.

 

Egee User Forum '09

 Poster

Searching Software Resources in the EGEE Grid
A. Katsifodimos, G. Pallis, M.D. Dikaiakos.
The 4th EGEE User Forum in conjunction with the Open Grid Forum 25 (OGF), March 2-6, 2009, Catania, Italy.