Scientific publications

AuthorsPaper TitlePublished inYearPDF name
Michael Kamp, Mario Boley, Thomas GärtnerBeating Human Analysts in Nowcasting Corporate Earnings by using Publicly Available Stock Price and Correlation FeaturesSiam International Conference on Data Mining (SDM'14)2014 earningsPrediction.pdf
Michael Kamp, Mario Boley, Daniel Keren, Izchak Sharfman, Assaf SchusterCommunication-Efficient Distributed Online PredictionEuropean Conference on Machine Learning (ECML/PKDD 2014)2014Communication-Efficient Distributed Online
Prediction by DynamicModel Synchronization.pdf

Ilya Kolchinsky, Izchak Sharfman, Assaf Schuster, Daniel KerenLazy Evaluation Methods for Detecting Complex EventsDEBS152014
Arnon Lazeron, Izchak Sharfman, Daniel Keren, Assaf Schuster, Minos Garofalakis, Vasilis SamoladasMonitoring Distributed Streams using Convex DecompositionsVLDB152014
Michael Kamp, Mario Boley, Daniel Keren, Assaf Schuster, Izchak SharfmanAdaptive Communication Bounds for Distributed Online LearningOPT'14 at NIPS'142014Adaptive Communication Bounds for Distributed Online Learning.pdf
Nikos Giatrakos, Antonios Deligiannakis, Minos Garofalakis, Izchak Sharfman, Assaf SchusterDistributed Geometric Query Monitoring Using Prediction ModelsACM Transactions on Database Systems (TODS)2014 Distributed Geometric Query Monitoring Using Prediction Models.pdf
Minos GarofalakisQuerying Distributed Data Streams (Invited Keynote)18th East European Conference, ADBIS 20142014Querying Distributed Data Streams
(Invited Keynote Talk).pdf

Minos GarofalakisQuerying Big, Dynamic, Distributed Data (Invited Keynote)DOLAP2014Querying Big, Dynamic, Distributed Data.pdf
Daniel Trabold, Mario Boley, Michael Mock, Tamas HorváthIn-Stream Frequent Itemset Mining With Output Proportional Memory FootprintProceedings of the LWA 2015 Workshops2015In-stream Frequent Itemset Mining with Output Proportional Memory Footprint.pdf
Sebastian Bothe, Vasiliki Manikaki, Antonios Deligianakis, Michael MockTowards Flexible Event Processing in Distributed Data StreamsProceedings of the Workshops of the EDBT/ICDT 2015 Joint Conference2015Towards Flexible Event Processing in Distributed Data.pdf
Minos GarofalakisApproximate Geometric Query Tracking over Distributed StreamsIEEE Data Engineering Bulletin2015Approximate Geometric Query Tracking
over Distributed Streams.pdf

Michael Kamp, Mario Boley, Thomas GärtnerParallelizing Randomized Convex OptimizationOPT at NIPS2015Parallelizing Randomized Convex Optimization
Ioannis Flouris, Nikos Giatrakos, Minos Garofalakis, Antonios DeligiannakisIssues in Complex Event Processing SystemsRTStreams2015Issues in Complex Event Processing Systems.pdf
Odysseas Papapetrou, Minos Garofalakis, and Antonios DeligiannakisSketching Distributed Sliding-Window Data StreamsVLDBJ2015Sketching Distributed Sliding-Window Data Streams.pdf
Tomislav Križan, Marko Brakus, Davorin VukelićIn-situ anonymization of big dataInformation and Communication Technology, Electronics and Microelectronics (MIPRO)2015In-Situ Anonymization of Big Data
Moshe Gabel, Kento Sato, Daniel Keren, Satoshi Matsuoka, Assaf Schuster.Latent Fault Detection With Unbalanced Workloads.EDBT15 Workshop2015
Nikos Giatrakos, Antonios Deligiannakis, and Minos GarofalakisScalable Approximate Query Tracking over Highly Distributed Data StreamsSIGMOD2016Scalable Approximate Query Tracking over Highly Distributed Data Streams
FERARI: A Prototype for Complex Event Processing over Streaming Multi-Cloud PlatformsIoannis Flouris, Vasiliki Manikaki, Nikos Giatrakos, Antonios Deligiannakis, Minos Garofalakis, Michael Mock, Sebastian Bothe, Inna Skarbovsky, Fabiana Fournier, Marko Štajcer, Tomislav Križan, Jonathan Yom-Tov, and Taji ĆurinSIGMOD2016A Prototype for Complex Event Processing over Streaming Multi-Cloud Platforms
Ioannis Flouris, Nikos Giatrakos, Antonios Deligiannakis, Minos Garofalakis, Michael Kamp, and Michael MockIssues in complex event processing: Status and prospects in the Big Data eraJournal of Systems and Software2016Issues in complex event processing: Status and prospects in the Big Data era
Ran Bernstein, Margarita Osadchy, Daniel Keren, Assaf SchusterLDA Model Monitoring in Distributed Streaming System PVLDB2016
Gal Yehuda, Daniel Keren and Islam AkariaMonitoring Properties of Large, Distributed, Dynamic GraphsIPDPS2016
Arnon Lazerson, Daniel Keren, Assaf SchusterLightweight Monitoring of Distributed Streams KDD2016Lightweight Monitoring of Distributed Streams
Complex Event Processing over Streaming Multi-Cloud Platforms - The FERARI ApproachIoannis Flouris, Vasiliki Manikaki, Nikos Giatrakos, Antonios Deligiannakis, Minos Garofalakis, Michael Mock, Sebastian Bothe, Inna Skarbovsky, Fabiana Fournier, Marko Štajcer, Tomislav Križan, Jonathan Yom-Tov, and Marijo VolarevicDEBS2016Complex Event Processing over Streaming Multi-Cloud Platforms - The FERARI Approach
Marko Štajcer, Marko Štajcer, Dražen OreščaninUsing MEAN Stack for Development of GUI in Real-Time Big Data ArchitectureInformation and Communication Technology, Electronics and Microelectronics (MIPRO)2016Using MEAN Stack for Development of GUI in Real-Time Big Data Architecture
Opher Etzion, Fabiana Fournier, and Barbara von Halle“The Event Model” for Situation AwarenessData Engineering Bulletin2016“The Event Model” for Situation Awareness
Michael Kamp, Sebastian Bothe, Mario Boley, Michael MockCommunication-Efficient Distributed Online Learning with KernelsMachine Learning and Knowledge Discovery in Databases2016Machine Learning and Knowledge Discovery in Databases
Minos Garofalakis, Vasilis SamoladasDistributed Query Monitoring through Convex Analysis: Towards Composable Safe Zones. ICDT2017Distributed Query Monitoring through Convex Analysis: Towards Composable Safe Zones