Publications

 

  • A Pareto-based scheduler for exploring cost-performance trade-offs for MapReduce workloads
    N. Zacheilas, V. Kalogeraki,
    EURASIP J Emb. Sys. 2017: 29 (2017)

  • Efficient Techniques for Time-Constrained Information Dissemination using Location-based Social Networks
    I. Litou, I. Boutsis, V. Kalogeraki,
    Information Systems journal, 22 December 2015 (available online), in press

  • DIsCO: DynamIc Data COmpression in Distributed Stream Processing Systems
    Nikos Zacheilas, Vana Kalogeraki,
    DAIS 2017: 19-33, Neuchatel, Switzerland, June 2017

  • Maximizing Determinism in Stream Processing Under Latency Constraints
    Nikos Zacheilas, Vana Kalogeraki, Yiannis Nikolakopoulos, Vincenzo Gulisano, Marina Papatriantafillou, Philippas Tsigas,
    DEBS 2017: 112-123, Barcelona, Spain, 18-23 June 2017 (best paper award)

  • ExpREsS: EneRgy Efficient Scheduling of Mixed Stream and Batch Processing Workloads
    Stathis Maroulis, Nikos Zacheilas, Vana Kalogeraki,
    ICAC 2017: 27-32, Columbus, Ohio, USA, 17-21 July 2017

  • Pythia: A System for Online Topic Discovery of Social Media Posts
    Iouliana Litou, Vana Kalogeraki,
    ICDCS 2017: 911-921, Atlanta, GA, USA, 5-8 5-8 June 2017

  • A Framework for Efficient Energy Scheduling of Spark Workloads
    Stathis Maroulis, Nikos Zacheilas, Vana Kalogeraki,
    ICDCS 2017: 911-921, Atlanta, GA, USA, 5-8 5-8 June 2017

  • Influence Maximization in a Many Cascades World
    Iouliana Litou, Vana Kalogeraki, Dimitrios Gunopulos,
    ICDCS 2017: 911-921, Atlanta, GA, USA, 5-8 5-8 June 2017

  • Lessons Learnt from the analysis of a bike sharing system
    Dimitrios Tomaras, Ioannis Boutsis, Vana Kalogeraki,
    PETRA 2017: 261-264, Rhodes, Greece, June 2017

  • Mining hidden constrained streams in practice: Informed search in dynamic filter spaces
    Nikolaos Panagiotou, Ioannis Katakis, Dimitrios Gunopulos, Vana Kalogeraki, Elizabeth Daly, Jia Yuan Yum Brendan O’Brien,
    ASONAM 2016: 571-578, San Francisco, CA, Aug 2016

  • A Fast and Efficient Entity Resolution Approach for Preserving Privacy in Mobile Data
    Ioannis Boutsis, Vana Kalogeraki,
    BigData Congress 2016: 173-180, June 27-July 2, 2016, San Francisco, CA

  • Context-aware point of interest recommendation using tensor factorization
    Stathis Maroulis, Ioannis Boutsis, Vana Kalogeraki,
    BigData 2016: 963-968, Dec 5-8, 2016, Washington, DC, USA

  • First Story Detection using Entities and Relations
    Nikolaos Panagiotou, Cen Akkaya, Kostas Tsioutsiouliklis, Vana Kalogeraki, Dimitrios Gunopulos,
    COLING 2016: 3237-3244, Dec 11-16, 2016, Osaka, Japan

  • LOCAl: a personalized cache mechanism for location-based social networks
    Dimitrios Tomaras, Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos,
    SIGSPATIAL/GIS 2016: 78:1-78:4, Oct 31 – Nov 3, 2016, Burlingame, CA

  • Location privacy for crowdsourcing applications
    Ioannis Boutsis, Vana Kalogeraki,
    UbiComp 2016: 694-705, Sept 12-16, 2016, Heidelberg, Germany

  • CrowdAlert: a mobile app for event reporting and user alerting in real-time
    Ioannis Boutsis, Vana Kalogeraki,
    UbiComp 2016: 694-705, Sept 12-16, 2016, Heidelberg, Germany

  • On Topic Aware Recommendation to Increase Popularity in Microblogging Services
    Iouliana Litou, Vana Kalogeraki, Dimitrios Gunopulos
    OTM Conferences 2016: 673-681, 25-26 Oct 2016, Rhodes, Greece

  • ChEsS: Cost-Effective Scheduling across Multiple Heterogeneous MapReduce Clusters
    N. Zacheilas, V. Kalogeraki
    The 13th IEEE International Conference on Autonomic Computing (ICAC 2016), Wurzburg, Germany, July 2016

  • Dynamic Load Balancing Techniques for Distributed Complex Event Processing Systems
    N. Zacheilas, N. Zygouras, N. Panagiotou, V. Kalogeraki, D. Gunopulos
    11th International Federated Conference on Distributed Computing Techniques (DAIS 2016), Heraklion, Greece, June 2016

  • Real-Time and Cost-Effective Limitation of Misinformation Propagation
    I. Litou, V. Kalogeraki, I. Katakis, D. Gunopulos
    17th IEEE International Conference on Mobile Data Management (MDM 2016), Porto, Portugal, June 2016

  • Using Human Social Sensors for Robust Event Location Detection
    I. Boutsis, V. Kalogeraki
    2016 IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS 2016), Washington, DC, May 2016

  • Pareto-based Scheduling of MapReduce Workloads
    N. Zacheilas, V. Kalogeraki
    19th IEEE International Symposium on Real-Time Computing (IEEE ISORC 2016), York, UK, May 2016

  • Reliable Crowdsourced Event Detection in Smart Cities
    I. Boutsis, V. Kalogeraki, D. Gunopulos
    Cyber Physical Systems (CPS) Week, 1st International Workshop on Science of Smart City Operations and Platforms Engineering, Vienna, Austria, April 2016

  • ICU: A tool for Intent Filtering on Android devices
    E. Bakopoulou, P. Thanopoulos, I. Boutsis, V. Kalogeraki
    9th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA 2016), Corfu Island, Greece, June-July 2016

  • Complete Coverage Path Planning for arbitrary number of Unmanned Aerial Vehicles
    D. Dedousis, V. Kalogeraki
    9th International Conference on Pervasive Technologies Related to Assistive Environments (PETRA 2016), Corfu Island, Greece, June-July 2016

  • Elastic Complex Event Processing exploiting Prediction
    Nikos Zacheilas, Vana Kalogeraki, Nikolas Zygouras, Nikolaos Panagiotou, Dimitrios Gunopulos
    BigData 2015, Santa Clara, CA, Oct 2015

  • A Model for Identifying Misinformation in Online Social Networks
    Sotiris Antondiadis, Iouliana Litou, Vana Kalogeraki
    ODBASE 2015, Rhodes, Greece, Oct 2015, pages 473-482

  • Insights on a Scalable and Dynamic Traffic Management System
    Nikolaos Zygouras, Nikos Zacheilas, Vana Kalogeraki, Dermot Kinane, Dimitrios Gunopulos
    EDBT 2015, Brussels, Belgium, March 2015, pp. 653-664

  • A Framework for Cost-Effective Scheduling of MapReduce Applications
    Nikos Zacheilas, Vana Kalogeraki
    ICAC 2015, Grenoble, France, July 2015, pp. 147-148

  • Towards Detection of Faulty Traffic Sensors in Real-Time
    Nikolaos Zygouras, Nikolaos Panagiotou, Nikos Zacheilas, Ioannis Boutsis, Vana Kalogeraki, Ioannis Katakis, Dimitrios Gunopulos,
    MUD@ICML 2015, Lille, France, July 2015, pp. 53-62

  • Evaluating Distance Measures for Trajectories in the Mobile Setting
    Nikolaos Larios, Christos Mitatakis, Vana Kalogeraki, Dimitrios Gunopulos
    MUD@ICML 2015, Lille, France, July 2015, pp. 97-105

  • Personalized Event Recommendations Using Social Networks
    Ioannis Boutsis, Stavroula Karanikolaou, Vana Kalogeraki
    MDM 2015, Pittsburgh, Pennsylvania, USA, June 2015, pp. 84-93

  • Dynamic reduce task adjustment for hadoop workloads
    Vaggelis Antypas, Nikos Zacheilas, Vana Kalogeraki
    Panhellenic Conference on Informatics 2015, Athens, Greece, Oct 2015, pp. 203-208

  • Travel time estimation in real-time using buses as speed probes
    Dimitrios Tomaras, Ioannis Boutsis, Vana Kalogeraki
    IQ2S PerCom 2015, St. Louis, Missouri, USA, March 2015, pp. 63-68

  • Efficient Dissemination of Emergency Information using a Social Network
    Iouliana Litou, Ioannis Boutsis, Vana Kalogeraki
    MUD 2014, Athens, Greece, March 2014, pp. 347-354

  • Heterogeneous Stream Processing and Crowdsourcing for Urban Traffic Management
    Alexander Artikis, Matthias Weidlich, François Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos, Dermot Kinane
    EDBT/ICDT 2014 Joint Conference, Athens, Greece, March 2014, pp. 712-723

  • On task assignment for real-time reliable crowdsourcing
    I. Boutsis, V. Kalogeraki
    IEEE 34th International Conference on Distributed Computing Systems, ICDCS 2014, Madrid, Spain, June 30 - July 3, 2014

  • Using Location-based Social Networks for Time-Constrained Information Dissemination
    Iouliana Litou, Ioannis Boutsis, Vana Kalogeraki
    IEEE 15th International Conference on Mobile Data Management, MDM 2014, Brisbane, Australia, July 14-18, 2014

  • Real-Time Scheduling of Skewed MapReduce Jobs in Heterogeneous Environments
    Nikos Zaheilas, Vana Kalogeraki
    11th International Conference on Autonomic Computing, ICAC '14, USENIX, Philadelphia, PA, USA, June 18-20, 2014

  • Understanding Event Attendance through Analysis of Human Crowd Behavior in Social Network
    Stavroula Karanikolaou, Ioannis Boutsis, Vana Kalogeraki
    The 8th ACM International Conference on Distributed Event-Based Systems, DEBS 2014, pages 322-325, Mumbai, India, May 2014 (poster)

  • Heterogeneous Stream Processing and Crowdsourcing for Traffic Monitoring: Highlights
    François Schnitzler, Alexander Artikis, Matthias Weidlich, Francois Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dimitrios Gunopulos and Dermot Kinane
    ECML/PKDD (3): 520-523

  • Efficient Dissemination of Emergency Information using a Social Network
    Iouliana Litou, Ioannis Boutsis, Vana Kalogeraki
    Mining Urban Data (MUD) - EDBT/ICDT 2014 Workshop, Athens, Greece, 2014

  • An architecture for detecting events in real-time using massive heterogeneous data sources
    Alexander Artikis, Matthias Weidlich, Francois Schnitzler, Ioannis Boutsis, Thomas Liebig, Nico Piatkowski, Christian Bockermann, Katharina Morik, Vana Kalogeraki, Jakub Marecek, Avigdor Gal, Shie Mannor, Dermot Kinane, Dimitrios Gunopulos
    Proceedings of the 17th International Conference on Extending Database Technology (EDBT), Athens, Greece, 2014

  • An architecture for detecting events in real-time using massive heterogeneous data sources
    George Valkanas, Dimitrios Gunopulos, Ioannis Boutsis, Vana Kalogeraki
    Proceedings of the 2nd International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications (BigMine), Chicago, Illinois, USA, 2013

  • Efficient Event Detection by Exploiting Crowds
    Ioannis Boutsis, Vana Kalogeraki, Dimitrios Gunopulos
    7th ACM International Conference on Distributed Event-Based Systems(DEBS), Arlington, Texas, USA, 2013

  • Mobile Stream Sampling under Time Constraints
    Ioannis Boutsis, Vana Kalogeraki
    14th International Conference on Mobile Data Management(MDM), Milan, Italy, 2013

  • Using smart mobile devices for monitoring in assistive environments
    D. Kotsakos, P. Sakkos, V. Kalogeraki, D. Gunopulos
    PSENSE Workshop, PETRA 2013, Rhodes, Greece, May 2013

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