SODATA publications

Recent publications

• Wieger Punter, Odysseas Papapetrou, Minos Garofalakis: OmniSketch: Multi-Dimensional Update Stream Analytics with Arbitrary Predicates. VLDB Journal (to appear) (Link)
  Special Issue for Best Papers of VLDB 2024.
• Jens d'Hondt, Teun Kortekaas, Odysseas Papapetrou, Themis Palpanas: MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance. VLDB'26 (Link)
• Paparrizos, J., Li, H., Yang, F., Wu, K., d’Hondt, J. E., and Papapetrou, O.: A Survey on Time-Series Distance Measures. In Data Series Management and Analytics: From Time Series to High-dimensional Vectors, edited by T. Palpanas and K. Zoumpatianos, 2025.
• Wieger Punter, Odysseas Papapetrou, Minos Garofalakis: OmniSketch: Streaming Data Analytics with Arbitrary Predicates. SIGMOD Record'25 (Link)
  SIGMOD Research Highlight Award!
• Jens d'Hondt, Haojun Li, Fan Yang, Odysseas Papapetrou, John Paparrizos: A Structured Study of Multivariate Time-Series Distance Measures. SIGMOD'25 (Link)
• Jacco Johannes Egbert Kiezebrink, Wieger R. Punter, Odysseas Papapetrou, Kevin Verbeek: Synopses for Summarizing Spatial Data Streams. EDBT'25 (Link)

Journals

• Wieger Punter, Odysseas Papapetrou, Minos Garofalakis: OmniSketch: Multi-Dimensional Update Stream Analytics with Arbitrary Predicates. VLDB Journal (to appear) (Link)
  Special Issue for Best Papers of VLDB 2024.
• Paparrizos, J., Li, H., Yang, F., Wu, K., d’Hondt, J. E., and Papapetrou, O.: A Survey on Time-Series Distance Measures. In Data Series Management and Analytics: From Time Series to High-dimensional Vectors, edited by T. Palpanas and K. Zoumpatianos, 2025.
• Wieger Punter, Odysseas Papapetrou, Minos Garofalakis: OmniSketch: Streaming Data Analytics with Arbitrary Predicates. SIGMOD Record'25 (Link)
  SIGMOD Research Highlight Award!
• Jens d'Hondt, Koen Minartz, Odysseas Papapetrou: Efficient detection of multivariate correlations with different correlation measures. VLDB Journal, 2023 (Link)
• Ioannis Demertzis, Stavros Papadopoulos, Odysseas Papapetrou, Antonios Deligiannakis, Minos Garofalakis, Charalampos Papamanthou: Practical Private Range Search In Depth. ACM Trans. Database Syst. 43, 1, 2018 (Link)
  Invited after suggestion of the SIGMOD'16 PC Chair!
• Odysseas Papapetrou, Minos Garofalakis: Monitoring Distributed Fragmented Skylines. Distributed and Parallel Databases (2018) (Link)

Conferences

• Jens d'Hondt, Teun Kortekaas, Odysseas Papapetrou, Themis Palpanas: MS-Index: Fast Top-k Subsequence Search for Multivariate Time Series under Euclidean Distance. VLDB'26 (Link)
• Jens d'Hondt, Haojun Li, Fan Yang, Odysseas Papapetrou, John Paparrizos: A Structured Study of Multivariate Time-Series Distance Measures. SIGMOD'25 (Link)
• Jacco Johannes Egbert Kiezebrink, Wieger R. Punter, Odysseas Papapetrou, Kevin Verbeek: Synopses for Summarizing Spatial Data Streams. EDBT'25 (Link)
• Wieger Punter, Odysseas Papapetrou, Minos Garofalakis: OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates. VLDB'24 (Link)
  Best paper award!
• Alexandros Zeakis, Dimitrios Skoutas, Dimitris Sacharidis, Odysseas Papapetrou, Manolis Koubarakis: TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching. VLDB'23 (Link)
• George Siachamis, Kyriakos Psarakis, Marios Fragkoulis, Odysseas Papapetrou, Arie van Deursen, Asterios Katsifodimos: Adaptive Distributed Streaming Similarity Joins. DEBS 2023 (Link)
• Hamid Shahrivari, Odysseas Papapetrou, George Fletcher: Workload Prediction for Adaptive Approximate Query Processing. Big Data 2022: 217-222 (Link)
• Koen Minartz, Jens d'Hondt, Odysseas Papapetrou: Correlation Detective: Multivariate Correlations Discovery in Static and Streaming Data. VLDB 2022 (Link)
  (Code and Technical report) (Website)
• Hamid Shahrivari, Matthaios Olma, Odysseas Papapetrou, Dimitrios Skoutas and Anastasia Ailamaki: A Parallel and Distributed Approach for Diversified Top-k Best Region Search. EDBT 2020 (Link)
• Grigorios Chrysos, Odysseas Papapetrou, Dionisios Pnevmatikatos, Apostolos Dollas and Minos Garofalakis: Data stream statistics over sliding windows: How to summarize 150 Million updates per second on a single node. FPL 2019 (Link)
• Matthaios Olma, Odysseas Papapetrou, Raja Appuswamy, Anastasia Ailamaki: Taster: Self-Tuning, Elastic and Online Approximate Query Processing. ICDE 2019 (Link)
• Kaijie Zhu, George H. L. Fletcher, Nikolay Yakovets, Odysseas Papapetrou, Yuqing Wu: Scalable temporal clique enumeration. SSTD 2019: 120-129 (Link)

Other

• Odysseas Papapetrou, Jens E. d'Hondt: Multivariate Similarity Search - A Call for a New Breed of Similarity Search Algorithms. ICDE 2024: 5662 (Link)
• Jens E. d'Hondt, Odysseas Papapetrou, John Paparrizos: Beyond the Dimensions: A Structured Evaluation of Multivariate Time Series Distance Measures. ICDEW 2024: 107-112 (Link)
• Ylaise van den Wildenberg, Wouter W. L. Nuijten, Odysseas Papapetrou: Easy Spark. EDBT/ICDT Workshops 2021

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