Kostas Zoumpatianos

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 24

Top Topics

Similarity Search

Massive Data Streams

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
Hercules Against Data Series Similarity Search. CoRR (2022)
Karima Echihabi, Panagiota Fatourou, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
Hercules Against Data Series Similarity Search. Proc. VLDB Endow. 15 (10) (2022)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
Big Sequence Management: Scaling up and Out. EDBT (2021)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
High-Dimensional Similarity Search for Scalable Data Science. ICDE (2021)
Karima Echihabi, Themis Palpanas, Kostas Zoumpatianos
New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed. Proc. VLDB Endow. 14 (12) (2021)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. CoRR (2020)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas
Scalable Machine Learning on High-Dimensional Vectors: From Data Series to Deep Network Embeddings. WIMS (2020)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm. CoRR (2020)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut: a scalable bottom-up approach for building data series indexes. CoRR (2020)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut: sortable summarizations for scalable indexes over static and streaming data series. CoRR (2020)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. CoRR (2020)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut: sortable summarizations for scalable indexes over static and streaming data series. VLDB J. 28 (6) (2019)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
Return of the Lernaean Hydra: Experimental Evaluation of Data Series Approximate Similarity Search. Proc. VLDB Endow. 13 (3) (2019)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut Palm: Static and Streaming Data Series Exploration Now in your Palm. SIGMOD Conference (2019)
Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun
Learning Data Structure Alchemy. IEEE Data Eng. Bull. 42 (2) (2019)
Kostas Zoumpatianos, Yin Lou, Ioana Ileana, Themis Palpanas, Johannes Gehrke
Generating data series query workloads. VLDB J. 27 (6) (2018)
Kostas Zoumpatianos, Themis Palpanas
Data Series Management: Fulfilling the Need for Big Sequence Analytics. ICDE (2018)
Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun
The Periodic Table of Data Structures. IEEE Data Eng. Bull. 41 (3) (2018)
Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim
The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. Proc. VLDB Endow. 12 (2) (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models. SIGMOD Conference (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Internals of the Data Calculator. CoRR (2018)
Haridimos Kondylakis, Niv Dayan, Kostas Zoumpatianos, Themis Palpanas
Coconut: A Scalable Bottom-Up Approach for Building Data Series Indexes. Proc. VLDB Endow. 11 (6) (2018)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
ADS: the adaptive data series index. VLDB J. 25 (6) (2016)
Stratos Idreos, Manos Athanassoulis, Niv Dayan, Demi Guo, Mike S. Kester, Lukas M. Maas, Kostas Zoumpatianos
Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity. BIRTE (Revised Selected Papers) (2016)
Alejandro Mate, Juan Trujillo, Elvis Koci, Kostas Zoumpatianos, John Mylopoulos
Monitoring Strategic Business Goals with Argus. EDOC (2015)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
RINSE: Interactive Data Series Exploration with ADS+. Proc. VLDB Endow. 8 (12) (2015)
Kostas Zoumpatianos, Yin Lou, Themis Palpanas, Johannes Gehrke
Query Workloads for Data Series Indexes. KDD (2015)
Alejandro Maté, Kostas Zoumpatianos, Themis Palpanas, Juan Trujillo, John Mylopoulos, Elvis Koci
A systematic approach for dynamic targeted monitoring of KPIs. CASCON (2014)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
Indexing for interactive exploration of big data series. SIGMOD Conference (2014)