Nesime Tatbul

Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

2022

Bao: Making Learned Query Optimization Practical.

[BibT_eX]

[DOI]

SIGMOD Rec., 2022

VLDB Scalable Data Science Category: The Inaugural Year.

[BibT_eX]

[DOI]

Arun Kumar

Alon Y. Halevy

SIGMOD Rec., 2022

Artifacts Availability & Reproducibility (VLDB 2021 Round Table).

[BibT_eX]

[DOI]

Yannis Papakonstantinou

SIGMOD Rec., 2022

Machine Programming: Turning Data into Programmer Productivity.

[BibT_eX]

[DOI]

Abdul Wasay

Justin Gottschlich

Proc. VLDB Endow., 2022

Editorial.

[BibT_eX]

[DOI]

Inf. Syst., 2022

Mach: A Pluggable Metrics Storage Engine for the Age of Observability.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

Self-Organizing Data Containers.

[BibT_eX]

[DOI]

Proceedings of the 12th Conference on Innovative Data Systems Research, 2022

2021

Flow-Loss: Learning Cardinality Estimates That Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Front Matter.

[BibT_eX]

[DOI]

Arun Kumar

Alon Y. Halevy

Proc. VLDB Endow., 2021

A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Cloud Observability: A MELTing Pot for Petabytes of Heterogenous Time Series.

[BibT_eX]

[DOI]

Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020

Towards Observability Data Management at Scale.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

Debugging Large-Scale Data Science Pipelines using Dagger.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Class-Weighted Evaluation Metrics for Imbalanced Data Classification.

[BibT_eX]

[DOI]

CoRR, 2020

AnomalyBench: An Open Benchmark for Explainable Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2020

MISIM: An End-to-End Neural Code Similarity System.

[BibT_eX]

[DOI]

CoRR, 2020

Bao: Learning to Steer Query Optimizers.

[BibT_eX]

[DOI]

CoRR, 2020

Cost-Guided Cardinality Estimation: Focus Where it Matters.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

Large-scale in-memory analytics on Intel<sup>®</sup> Optane<sup>™</sup> DC persistent memory.

[BibT_eX]

[DOI]

Proceedings of the 16th International Workshop on Data Management on New Hardware, 2020

2019

Neo: A Learned Query Optimizer.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

LISA: Towards Learned DNA Sequence Search.

[BibT_eX]

[DOI]

CoRR, 2019

Visual Exploration of Time Series Anomalies with Metro-Viz.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Management of Data, 2019

A Zero-Positive Learning Approach for Diagnosing Software Performance Regressions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Streaming Event Detection in Microblogs: Balancing Accuracy and Performance.

[BibT_eX]

[DOI]

Ozlem Ceren Sahin

Pinar Karagoz

Proceedings of the Web Engineering - 19th International Conference, 2019

Tools for Advanced Time Series Analytics: Enabling the Future.

[BibT_eX]

[DOI]

Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

Metro-Viz: Black-Box Analysis of Time Series Anomaly Detectors.

[BibT_eX]

[DOI]

Proceedings of the Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

The Aurora/Borealis/streambase codelines: a tale of three systems.

[BibT_eX]

[DOI]

Proceedings of the Making Databases Work: the Pragmatic Wisdom of Michael Stonebraker, 2019

2018

Transactional Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Load Shedding.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

The Three Pillars of Machine-Based Programming.

[BibT_eX]

[DOI]

CoRR, 2018

A New Model for Evaluating Range-Based Anomaly Detection Algorithms.

[BibT_eX]

[DOI]

CoRR, 2018

Precision and Recall for Range-Based Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Greenhouse: A Zero-Positive Machine Learning System for Time-Series Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2018

The three pillars of machine programming.

[BibT_eX]

[DOI]

Proceedings of the 2nd ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2018

Precision and Recall for Time Series.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

New Challenges and Opportunities in Stream Processing: Transactions, Predictive Analytics, and Beyond: (Invited Keynote).

[BibT_eX]

[DOI]

Proceedings of the 12th ACM International Conference on Distributed and Event-based Systems, 2018

2017

Data Ingestion for the Connected World.

[BibT_eX]

[DOI]

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

Towards Dynamic Data Placement for Polystore Ingestion.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, 2017

2016

Integrating real-time and batch processing in a polystore.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE High Performance Extreme Computing Conference, 2016

The Aurora and Borealis Stream Processing Engines.

[BibT_eX]

[DOI]

Proceedings of the Data Stream Management - Processing High-Speed Data Streams, 2016

2015

Report on the 8th International Workshop on Business Intelligence for the Real-Time Enterprise (BIRTE'14).

[BibT_eX]

[DOI]

Malú Castellanos

Umeshwar Dayal

Damianos Chatziantoniou

Qiming Chen

SIGMOD Rec., 2015

S-Store: Streaming Meets Transaction Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Demonstration of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Handling Shared, Mutable State in Stream Processing with Correctness Guarantees.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2015

2014

Efficient Stream Provenance via Operator Instrumentation.

[BibT_eX]

[DOI]

Boris Glavic

ACM Trans. Internet Techn., 2014

S-Store: A Streaming NewSQL System for Big Velocity Applications.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Are we experiencing a big data bubble?

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

2013

Modeling the execution semantics of stream processing engines with SECRET.

[BibT_eX]

[DOI]

VLDB J., 2013

Ariadne: managing fine-grained provenance on data streams.

[BibT_eX]

[DOI]

Boris Glavic

Peter Michael Fischer

Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

Adaptive input admission and management for parallel stream processing.

[BibT_eX]

[DOI]

Cagri Balkesen

M. Tamer Özsu

Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

RIP: run-based intra-query parallelism for scalable complex event processing.

[BibT_eX]

[DOI]

Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

2012

Letter from the Associate Editors.

[BibT_eX]

[DOI]

Ahmet Sacan

Proc. VLDB Endow., 2012

Incremental DNA Sequence Analysis in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Scientific and Statistical Database Management, 2012

Stream as You Go: The Case for Incremental Data Access and Processing in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the IEEE 28th International Conference on Data Engineering, 2012

Transactional stream processing.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011

UpStream: storage-centric load management for streaming applications with update semantics.

[BibT_eX]

[DOI]

Alexandru Moga

Irina Botan

VLDB J., 2011

UpStream: A Storage-centric Load Management System for Real-time Update Streams.

[BibT_eX]

[DOI]

Alexandru Moga

Proc. VLDB Endow., 2011

Query processing in sensor networks.

[BibT_eX]

[DOI]

Erik Buchmann

Mario A. Nascimento

Distributed Parallel Databases, 2011

Changing flights in mid-air: a model for safely modifying continuous queries.

[BibT_eX]

[DOI]

Tahmineh Sanamrad

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Virtualizing Stream Processing.

[BibT_eX]

[DOI]

Proceedings of the Middleware 2011, 2011

Real-time route planning with stream processing systems: a case study for the city of Lucerne.

[BibT_eX]

[DOI]

Asli Özal

Anand Ranganathan

Proceedings of the 2011 ACM SIGSPATIAL International Workshop on GeoStreaming, 2011

Large-Scale DNA Sequence Analysis in the Cloud: A Stream-Based Approach.

[BibT_eX]

[DOI]

Proceedings of the Euro-Par 2011: Parallel Processing Workshops - CCPI, CGWS, HeteroPar, HiBB, HPCVirt, HPPC, HPSS, MDGS, ProPer, Resilience, UCHPC, VHPC, Bordeaux, France, August 29, 2011

DejaVu: a complex event processing system for pattern matching over live and historical data streams.

[BibT_eX]

[DOI]

Nihal Dindar

Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

Efficiently correlating complex events over live and archived data streams.

[BibT_eX]

[DOI]

Proceedings of the Fifth ACM International Conference on Distributed Event-Based Systems, 2011

The Case for Fine-Grained Stream Provenance.

[BibT_eX]

Boris Glavic

Proceedings of the Proceedings BTW 2011, 2011

2010

SECRET: A Model for Analysis of the Execution Semantics of Stream Processing Systems.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Streaming data integration: Challenges and opportunities.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 26th International Conference on Data Engineering, 2010

A demonstration of the MaxStream federated stream processing system.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Data Engineering, 2010

2009

Load Shedding.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Database Systems, 2009

Event Processing Support for Cross-Reality Environments.

[BibT_eX]

[DOI]

IEEE Pervasive Comput., 2009

DejaVu: declarative pattern matching over live and archived streams of events.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Flexible and scalable storage management for data-intensive stream processing.

[BibT_eX]

[DOI]

Proceedings of the EDBT 2009, 2009

Federated Stream Processing Support for Real-Time Business Intelligence Applications.

[BibT_eX]

[DOI]

Proceedings of the Enabling Real-Time Business Intelligence - Third International Workshop, 2009

2008

The ETH Zurich systems group and enterprise computing center.

[BibT_eX]

[DOI]

SIGMOD Rec., 2008

Plan-based complex event detection across distributed sources.

[BibT_eX]

[DOI]

Mert Akdere

Ugur Çetintemel

Proc. VLDB Endow., 2008

2007

Load Shedding Techniques for Data Stream Management Systems.

[BibT_eX]

[DOI]

PhD thesis, 2007

Staying FIT: Efficient Load Shedding Techniques for Distributed Stream Processing.

[BibT_eX]

[DOI]

Ugur Çetintemel

Stanley B. Zdonik

Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

2006

Window-Aware Load Shedding for Aggregation Queries over Data Streams.

[BibT_eX]

[DOI]

Stanley B. Zdonik

Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Dealing with Overload in Distributed Stream Processing Systems.

[BibT_eX]

[DOI]

Stanley B. Zdonik

Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

Load Management and High Availability in the Borealis Distributed Stream Processing Engine.

[BibT_eX]

[DOI]

Proceedings of the GeoSensor Networks, Second International Conference, 2006

2005

Distributed operation in the Borealis stream processing engine.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2005

The Design of the Borealis Stream Processing Engine.

[BibT_eX]

[DOI]

Proceedings of the Second Biennial Conference on Innovative Data Systems Research, 2005

2004

Retrospective on Aurora.

[BibT_eX]

[DOI]

VLDB J., 2004

Confidence-based data management for personal area sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 1st Workshop on Data Management for Sensor Networks, 2004

2003

Aurora: a new model and architecture for data stream management.

[BibT_eX]

[DOI]

VLDB J., 2003

Load Shedding in a Data Stream Manager.

[BibT_eX]

[DOI]

Proceedings of 29th International Conference on Very Large Data Bases, 2003

Aurora: A Data Stream Management System.

[BibT_eX]

[DOI]

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

2002

Monitoring Streams - A New Class of Data Management Applications.

[BibT_eX]

[DOI]

Proceedings of 28th International Conference on Very Large Data Bases, 2002

QoS-Driven Load Shedding on Data Streams.

[BibT_eX]

[DOI]

Proceedings of the XML-Based Data Management and Multimedia Engineering, 2002

OoS-Driven Load Shedding on Data Streams.

[BibT_eX]

Proceedings of the EDBT 2002 Ph.D. Workshop, Prague, Czech Republic, March 28, Proceedings, 2002

2000

An open electronic marketplace through agent-based workflows: MOPPET.

[BibT_eX]

[DOI]

Sena Nural Arpinar

Asuman Dogac