Research

Project Reports

PhD Dissertations

Posters

MSc Theses

Conferences, Journals and Workshops

  • P Carbone, M Fragkoulis, V Kalavri, A Katsifodimos - Beyond Analytics: the Evolution of Stream Processing Systems - ACM SIGMOD 2020 (draft)

  • H Boström, U Johansson – Mondrian Conformal Regressors - COPA 2020

  • L Karlsson, H Boström, P Zieger – Classification of Aerosol Particles using Inductive Conformal Prediction - COPA (2020)

  • H Werner, L Carlsson, E Ahlberg, H Boström – Evaluating Different Approaches to Calibrating Conformal Predictive Systems - COPA 2020

  • H Bostroöm, P Höglund, S-O Junker, A-S Oberg, M Sparr – Explaining Multivariate Time Series Forecasts: an Application to Predicting the Swedish GDP, XI-ML (2020)

  • T Vasiloudis, H Cho, H Boström – Block-distributed Gradient Boosted Trees, Workshop on Systems for ML at NeurIPS (2019)

  • Max Meldrum, Klas Segeljakt, Lars Kroll, Paris Carbone, Christian Schulte, Seif Haridi - Arcon: Continuous and Deep Data Stream Analytics - BIRTE @ VLDB 2019 (preprint)

  • Lars Kroll, Klas Segeljakt, Paris Carbone, Christian Schulte, Seif Haridi - Arc: An IR for Batch and Stream Programming - DBPL @ PLDI 2019 (preprint)

  • Theodore Vasiloudis, Gianmarco De Francisci Morales, and Henrik Boström. - Quantifying Uncertainty in Online Regression Forests. - Journal of Machine Learning Research 2019 (preprint)

  • Theodore Vasiloudis, Hyunsu Cho, Henrik Boström - Block-distributed Gradient Boosted Trees - ACM SIGIR 2019 (Best Short Paper Award) (preprint)

  • Salman Niazi, Mikael Ronström. Seif Haridi, Jim Dowling - Size Matters: Improving the Performance of Small Files in Hadoop - ACM Middleware 2018

  • Z Abbas, V Kalavri, P Carbone, V Vlassov - Streaming graph partitioning: an experimental study - VLDB 2018

  • Vasiliki Kalavri, Vladimir Vlassov, Seif Haridi - High-level programming abstractions for distributed graph processing-IEEE Transactions in Knowledge Data Engineering (TKDE Journal) 2018

  • Sherif Sakr, Tilmann Rabl, Martin Hirzel , Paris Carbone, Martin Strohbach - Dagstuh Seminar on Big Stream Processing SIGMOD Record 2018

  • Lars Kroll, Paris Carbone, Seif Haridi - Kompics Scala: narrowing the gap between algorithmic specification and executable code (ACM SIGPLAN Symposium on Scala 2017)

  • Carbone, P., Ewen, S., Fóra, G., Haridi, S., Richter, S., & Tzoumas, K. - State management in Apache Flink®: consistent stateful distributed stream processing. Proceedings of the VLDB Endowment (2017)

  • Muhammad Anis Uddin Nasir, Aristides Gionis, Gianmarco De Francisci Morales, Sarunas Girdzijauskas – Fully Dynamic Algorithm for Top-k Densest Subgraphs - CIKM 2017

  • Kambiz Ghoorchian, Sarunas Girdzijauskas, Fatemeh Rahimian – DeGPar: Large Scale Topic - Detection Using Node-Cut Partitioning on Dense Weighted Graphs. - ICDCS 2017

  • Lars Kroll, Jim Dowling, Seif Haridi - Static Type Checking for the Kompics Component Model: Kola – The Kompics Language - PMLDC @ ECOOP 2016

  • Carbone, P., Katsifodimos, A., Ewen, S., Markl, V., Haridi, S., & Tzoumas, K. . - Apache flink: Stream and batch processing in a single engine. Bulletin of the IEEE Computer Society Technical Committee on Data Engineering, (2015)

Technical Reports and Surveys

S Haridi, L Kroll, P Carbone - Lecture Notes on Leader-based Sequence Paxos – An Understandable Sequence Consensus Algorithm arXiv preprint (2020)

M Fragkoulis, P Carbone, V Kalavri, A Katsifodimos – A Survey on the Evolution of Stream Processing Systems, arXiv preprint (2020)

Talks and Events

Workshops