Minos N. Garofalakis

According to our database1, Minos N. Garofalakis
  • authored at least 162 papers between 1995 and 2017.
  • has a "Dijkstra number"2 of four.

Awards

IEEE Fellow

IEEE Fellow 2017, "For contributions to data streaming analytics".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Homepage:

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Bibliography

2017
Holistic Query Evaluation over Information Extraction Pipelines.
PVLDB, 2017

Complex Event Recognition in the Big Data Era.
PVLDB, 2017

Issues in complex event processing: Status and prospects in the Big Data era.
Journal of Systems and Software, 2017

Distributed Query Monitoring through Convex Analysis: Towards Composable Safe Zones.
Proceedings of the 20th International Conference on Database Theory, 2017

2016
Indexed Regular Expression Matching.
Encyclopedia of Algorithms, 2016

Scalable Approximate Query Tracking over Highly Distributed Data Streams.
Proceedings of the 2016 International Conference on Management of Data, 2016

FERARI: A Prototype for Complex Event Processing over Streaming Multi-cloud Platforms.
Proceedings of the 2016 International Conference on Management of Data, 2016

Practical Private Range Search Revisited.
Proceedings of the 2016 International Conference on Management of Data, 2016

Leveraging Reconfigurable Computing in Distributed Real-time Computation Systems.
Proceedings of the Workshops of the EDBT/ICDT 2016 Joint Conference, 2016

Complex event processing over streaming multi-cloud platforms: the FERARI approach: demo.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016

Distributed Data Streams and the Power of Geometry.
Proceedings of the 21st International Conference on Management of Data, 2016

Conclusions and Looking Forward.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Data Stream Management: A Brave New World.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Tracking Queries over Distributed Streams.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Sketch-Based Multi-Query Processing over Data Streams.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

Join Sizes, Frequency Moments, and Applications.
Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015
Sketching distributed sliding-window data streams.
VLDB J., 2015

Query Analytics over Probabilistic Databases with Unmerged Duplicates.
IEEE Trans. Knowl. Data Eng., 2015

Monitoring Distributed Streams using Convex Decompositions.
PVLDB, 2015

Approximate Geometric Query Tracking over Distributed Streams.
IEEE Data Eng. Bull., 2015

Issues in Complex Event Processing Systems.
Proceedings of the 2015 IEEE TrustCom/BigDataSE/ISPA, 2015

2014
Lightweight Query Authentication on Streams.
ACM Trans. Database Syst., 2014

Distributed Geometric Query Monitoring Using Prediction Models.
ACM Trans. Database Syst., 2014

Nonparametric Network Design and Analysis of Disease Genes in Oral Cancer Progression.
IEEE J. Biomedical and Health Informatics, 2014

Multi-Resource Parallel Query Scheduling and Optimization.
CoRR, 2014

Analytics over Probabilistic Unmerged Duplicates.
Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Continuous fragmented skylines over distributed streams.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Querying Big, Dynamic, Distributed Data.
Proceedings of the 17th International Workshop on Data Warehousing and OLAP, 2014

Querying Distributed Data Streams - (Invited Keynote Talk).
Proceedings of the Advances in Databases and Information Systems, 2014

2013
Data management research at the technical university of crete.
SIGMOD Record, 2013

Sketch-based Geometric Monitoring of Distributed Stream Queries.
PVLDB, 2013

Efficient Stepwise Selection in Decomposable Models
CoRR, 2013

Lightweight authentication of linear algebraic queries on data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Querying Big, Dynamic, Distributed Data.
Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Indentification of altered MET network in oral cancer progression based on nonparametric network design.
Proceedings of the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2013

2012
Sketch-based Querying of Distributed Sliding-Window Data Streams.
PVLDB, 2012

Synopses for Massive Data: Samples, Histograms, Wavelets, Sketches.
Foundations and Trends in Databases, 2012

Sketch-based Querying of Distributed Sliding-Window Data Streams
CoRR, 2012

Prediction-based geometric monitoring over distributed data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Biological interaction networks based on sparse temporal expansion of graphical models.
Proceedings of the 12th IEEE International Conference on Bioinformatics & Bioengineering, 2012

2011
Large-Scale Collective Entity Matching.
PVLDB, 2011

Large-Scale Collective Entity Matching
CoRR, 2011

Hybrid in-database inference for declarative information extraction.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

2010
Histograms and Wavelets on Probabilistic Data.
IEEE Trans. Knowl. Data Eng., 2010

Guest Editors' Introduction: Special Section on Mining Large Uncertain and Probabilistic Databases.
IEEE Trans. Knowl. Data Eng., 2010

Querying Probabilistic Information Extraction.
PVLDB, 2010

Reviewer Profiling Using Sparse Matrix Regression.
Proceedings of the ICDMW 2010, 2010

Probabilistic declarative information extraction.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Wavelets on Streams.
Proceedings of the Encyclopedia of Database Systems, 2009

Distributed Data Streams.
Proceedings of the Encyclopedia of Database Systems, 2009

Discrete Wavelet Transform and Wavelet Synopses.
Proceedings of the Encyclopedia of Database Systems, 2009

Special issue: best papers of VLDB 2007.
VLDB J., 2009

Probabilistic Histograms for Probabilistic Data.
PVLDB, 2009

Multi-query optimization for sketch-based estimation.
Inf. Syst., 2009

Declarative networking.
Commun. ACM, 2009

Histograms and Wavelets on Probabilistic Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
Very Large Databases.
Proceedings of the Wiley Encyclopedia of Computer Science and Engineering, 2008

Regular Expression Indexing.
Proceedings of the Encyclopedia of Algorithms, 2008

An adaptive RFID middleware for supporting metaphysical data independence.
VLDB J., 2008

Approximate continuous querying over distributed streams.
ACM Trans. Database Syst., 2008

BayesStore: managing large, uncertain data repositories with probabilistic graphical models.
PVLDB, 2008

Scalable ranked publish/subscribe.
PVLDB, 2008

Histograms and Wavelets on Probabilistic Data
CoRR, 2008

Streaming in a connected world: querying and tracking distributed data streams.
Proceedings of the EDBT 2008, 2008

2007
Extended wavelets for multiple measures.
ACM Trans. Database Syst., 2007

Intel Mash Maker: join the web.
SIGMOD Record, 2007

Sharing aggregate computation for distributed queries.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

MashMaker: mashups for the masses.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Streaming in a connected world: querying and tracking distributed data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Sketching probabilistic data streams.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Distributed sparse random projections for refinable approximation.
Proceedings of the 6th International Conference on Information Processing in Sensor Networks, 2007

Communication-Efficient Online Detection of Network-Wide Anomalies.
Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

Granularity Conscious Modeling for Probabilistic Databases.
Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Proof Sketches: Verifiable In-Network Aggregation.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Tree-Pattern Similarity Estimation for Scalable Content-based Routing.
Proceedings of the 23rd International Conference on Data Engineering, 2007

Communication-Efficient Tracking of Distributed Cumulative Triggers.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

Streaming Algorithms for Robust, Real-Time Detection of DDoS Attacks.
Proceedings of the 27th IEEE International Conference on Distributed Computing Systems (ICDCS 2007), 2007

On Configuring BGP Route Reflectors.
Proceedings of the Second International Conference on COMmunication System softWAre and MiddlewaRE (COMSWARE 2007), 2007

Public Health for the Internet (PHI).
Proceedings of the CIDR 2007, 2007

2006
XSKETCH synopses for XML data graphs.
ACM Trans. Database Syst., 2006

Letter from the Special Issue Editors.
IEEE Data Eng. Bull., 2006

Probabilistic Data Management for Pervasive Computing: The Data Furnace Project.
IEEE Data Eng. Bull., 2006

Compact Histograms for Hierarchical Identifiers.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Adaptive Cleaning for RFID Data Streams.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Streaming in a Connected World.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Declarative networking: language, execution and optimization.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

In-Network PCA and Anomaly Detection.
Proceedings of the Advances in Neural Information Processing Systems 19, 2006

Toward sophisticated detection with distributed triggers.
Proceedings of the 2nd Annual ACM Workshop on Mining Network Data, 2006

XCluster Synopses for Structured XML Content.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Fast Approximate Wavelet Tracking on Streams.
Proceedings of the Advances in Database Technology, 2006

2005
Filtering, Punctuation, Windows and Synopses.
Proceedings of the Stream Data Management, 2005

Wavelet synopses for general error metrics.
ACM Trans. Database Syst., 2005

XML stream processing using tree-edit distance embeddings.
ACM Trans. Database Syst., 2005

Letter from the Special Issue Editor.
IEEE Data Eng. Bull., 2005

Efficient Strategies for Continuous Distributed Tracking Tasks.
IEEE Data Eng. Bull., 2005

Sketching Streams Through the Net: Distributed Approximate Query Tracking.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

A Fast Approximation Scheme for Probabilistic Wavelet Synopses.
Proceedings of the 17th International Conference on Scientific and Statistical Database Management, 2005

Holistic Aggregates in a Networked World: Distributed Tracking of Approximate Quantiles.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

Join-distinct aggregate estimation over update streams.
Proceedings of the Twenty-fourth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2005

2004
Tracking set-expression cardinalities over continuous update streams.
VLDB J., 2004

Topology discovery in heterogeneous IP networks: the NetInventory system.
IEEE/ACM Trans. Netw., 2004

Probabilistic wavelet synopses.
ACM Trans. Database Syst., 2004

Fractional XSketch Synopses for XML Databases.
Proceedings of the Database and XML Technologies, 2004

Distributed Set Expression Cardinality Estimation.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, Toronto, Canada, August 31, 2004

Approximate XML Query Answers.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Secure XML Querying with Security Views.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

Deterministic Wavelet Thresholding for Maximum-Error Metrics.
Proceedings of the Twenty-third ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2004

Selectivity Estimation for XML Twigs.
Proceedings of the 20th International Conference on Data Engineering, 2004

What's Next in XML and Databases?
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

Processing Data-Stream Join Aggregates Using Skimmed Sketches.
Proceedings of the Advances in Database Technology, 2004

Sketch-Based Multi-query Processing over Data Streams.
Proceedings of the Advances in Database Technology, 2004

Composable XML integration grammars.
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003
RE-tree: an efficient index structure for regular expressions.
VLDB J., 2003

Optimal configuration of OSPF aggregates.
IEEE/ACM Trans. Netw., 2003

Reminiscences an Influential Papers.
SIGMOD Record, 2003

Scalable Filtering of XML Data for Web Services.
IEEE Internet Computing, 2003

DTD Inference from XML Documents: The XTRACT Approach.
IEEE Data Eng. Bull., 2003

Building Decision Trees with Constraints.
Data Min. Knowl. Discov., 2003

XTRACT: Learning Document Type Descriptors from XML Document Collections.
Data Min. Knowl. Discov., 2003

Processing Set Expressions over Continuous Update Streams.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Correlating XML data streams using tree-edit distance embeddings.
Proceedings of the Twenty-Second ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 2003

Constraint-Based Model Mining: Algorithms and Applications.
Proceedings of the Second International Workshop on Inductive Databases, 2003

Physical Topology Discovery for Large Multi-Subnet Networks.
Proceedings of the Proceedings IEEE INFOCOM 2003, The 22nd Annual Joint Conference of the IEEE Computer and Communications Societies, San Franciso, CA, USA, March 30, 2003

Analyzing massive data streams: past, present, and future.
Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery, 2003

2002
Efficient filtering of XML documents with XPath expressions.
VLDB J., 2002

Mining Sequential Patterns with Regular Expression Constraints.
IEEE Trans. Knowl. Data Eng., 2002

SPARTAN: using constrained models for guaranteed-error semantic compression.
SIGKDD Explorations, 2002

Competitive On-line Scheduling of Continuous-Media Streams.
J. Comput. Syst. Sci., 2002

Structure and Value Synopses for XML Data Graphs.
Proceedings of the VLDB 2002, 2002

Querying and Mining Data Streams: You Only Get One Look.
Proceedings of the VLDB 2002, 2002

RE-Tree: An Efficient Index Structure for Regular Expressions.
Proceedings of the VLDB 2002, 2002

Tree Pattern Aggregation for Scalable XML Data Dissemination.
Proceedings of the VLDB 2002, 2002

Statistical synopses for graph-structured XML databases.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Querying and mining data streams: you only get one look a tutorial.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Wavelet synopses with error guarantees.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Processing complex aggregate queries over data streams.
Proceedings of the 2002 ACM SIGMOD International Conference on Management of Data, 2002

Network Data Mining and Analysis: The NEMESIS Project.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2002

Optimal Configuration of OSPF Aggregates.
Proceedings of the Proceedings IEEE INFOCOM 2002, 2002

Efficient Filtering of XML Documents with XPath Expressions.
Proceedings of the 18th International Conference on Data Engineering, San Jose, CA, USA, February 26, 2002

2001
Approximate query processing using wavelets.
VLDB J., 2001

Approximate Query Processing: Taming the TeraBytes.
Proceedings of the VLDB 2001, 2001

Efficient Stepwise Selection in Decomposable Models.
Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Independence is Good: Dependency-Based Histogram Synopses for High-Dimensional Data.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

SPARTAN: A Model-Based Semantic Compression System for Massive Data Tables.
Proceedings of the 2001 ACM SIGMOD international conference on Management of data, 2001

Efficiently Monitoring Bandwidth and Latency in IP Networks.
Proceedings of the Proceedings IEEE INFOCOM 2001, 2001

Data Mining Meets Network Management: The NEMESIS Project.
Proceedings of the 2001 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2001

2000
Scalable Data Mining with Model Constraints.
SIGKDD Explorations, 2000

Approximate Query Processing Using Wavelets.
Proceedings of the VLDB 2000, 2000

XTRACT: A System for Extracting Document Type Descriptors from XML Documents.
Proceedings of the 2000 ACM SIGMOD International Conference on Management of Data, 2000

Efficient algorithms for constructing decision trees with constraints.
Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

Topology Discovery in Heterogeneous IP Networks.
Proceedings of the Proceedings IEEE INFOCOM 2000, 2000

1999
Data Mining and the Web: Past, Present and Future.
Proceedings of the ACM CIKM'99 2nd Workshop on Web Information and Data Management (WIDM'99), 1999

SPIRIT: Sequential Pattern Mining with Regular Expression Constraints.
Proceedings of the VLDB'99, 1999

Of Crawlers, Portals, Mice and Men: Is there more to Mining the Web? (Panel).
Proceedings of the SIGMOD 1999, 1999

1998
On Periodic Resource scheduling for Continuous-Media Databases.
VLDB J., 1998

Resource Scheduling for Composite Multimedia Objects.
Proceedings of the VLDB'98, 1998

On Periodic Resource Scheduling for Continuous Media Databases.
Proceedings of the RIDE'98, 1998

Throughput-Competitive Admission Control for Continuous Media Databases.
Proceedings of the Seventeenth ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 1998

1997
Resource Scheduling in Enhanced Pay-Per-View Continuous Media Databases.
Proceedings of the VLDB'97, 1997

Parallel Query Scheduling and Optimization with Time- and Space-Shared Resources.
Proceedings of the VLDB'97, 1997

1996
Multi-dimensional Resource Scheduling for Parallel Queries.
Proceedings of the 1996 ACM SIGMOD International Conference on Management of Data, 1996

1995
Scheduling Issues in Multimedia Query Optimization.
ACM Comput. Surv., 1995


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