Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

CorBit: Leveraging Correlations for Compressing Bitmap Indexes.

[BibT_eX]

[DOI]

Xi Lyu

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Auto-WLM: Machine Learning Enhanced Workload Management in Amazon Redshift.

[BibT_eX]

[DOI]

Balakrishnan (Murali) Narayanaswamy

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

Unshackling Database Benchmarking from Synthetic Workloads.

[BibT_eX]

[DOI]

Parimarjan Negi

Laurent Bindschaedler

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022

Bao: Making Learned Query Optimization Practical.

[BibT_eX]

[DOI]

SIGMOD Rec., 2022

TreeLine: An Update-In-Place Key-Value Store for Modern Storage.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

SNARF: A Learning-Enhanced Range Filter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

Can Learned Models Replace Hash Functions?

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

SageDB: An Instance-Optimized Data Analytics System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2022

LSched: A Workload-Aware Learned Query Scheduler for Analytical Database Systems.

[BibT_eX]

[DOI]

Ibrahim Sabek

Tenzin Samten Ukyab

Tim Kraska

Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

LSI: a learned secondary index structure.

[BibT_eX]

[DOI]

Proceedings of the aiDM '22: Proceedings of the Fifth International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2022

ExSample: Efficient Searches on Video Repositories through Adaptive Sampling.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Self-Organizing Data Containers.

[BibT_eX]

[DOI]

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

2021

Chiller: Contention-centric Transaction Execution and Data Partitioning for Modern Networks.

[BibT_eX]

[DOI]

SIGMOD Rec., 2021

DBOS: A DBMS-oriented Operating System.

[BibT_eX]

[DOI]

Athinagoras Skiadopoulos

Proc. VLDB Endow., 2021

Davos: A System for Interactive Data-Driven Decision Making.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Flow-Loss: Learning Cardinality Estimates That Matter.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2021

Towards instance-optimized data systems.

[BibT_eX]

[DOI]

Tim Kraska

Proc. VLDB Endow., 2021

ML-In-Databases: Assessment and Prognosis.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2021

Bounding the Last Mile: Efficient Learned String Indexing.

[BibT_eX]

[DOI]

CoRR, 2021

PLEX: Towards Practical Learned Indexing.

[BibT_eX]

[DOI]

CoRR, 2021

Defeating duplicates: A re-design of the LearnedSort algorithm.

[BibT_eX]

[DOI]

Ani Kristo

Kapil Vaidya

Tim Kraska

CoRR, 2021

When Are Learned Models Better Than Hash Functions?

[BibT_eX]

[DOI]

CoRR, 2021

SkyQuery: An Aerial Drone Video Sensing Platform.

[BibT_eX]

[DOI]

CoRR, 2021

TagMe: GPS-Assisted Automatic Object Annotation in Videos.

[BibT_eX]

[DOI]

CoRR, 2021

Living in a Candy Store - from being a PhD Student to Working as a Faculty Member on ML for Systems.

[BibT_eX]

[DOI]

Tim Kraska

Proceedings of the VLDB 2021 PhD Workshop co-located with the 47th International Conference on Very Large Databases (VLDB 2021), 2021

Tuplex: Data Science in Python at Native Code Speed.

[BibT_eX]

[DOI]

Leonhard F. Spiegelberg

Rahul Yesantharao

Malte Schwarzkopf

Tim Kraska

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Steering Query Optimizers: A Practical Take on Big Data Workloads.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Instance-Optimized Data Layouts for Cloud Analytics Workloads.

[BibT_eX]

[DOI]

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

LEA: A Learned Encoding Advisor for Column Stores.

[BibT_eX]

[DOI]

Proceedings of the aiDM '21: Fourth Workshop in Exploiting AI Techniques for Data Management, 2021

Partitioned Learned Bloom Filters.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

Towards a Benchmark for Learned Systems.

[BibT_eX]

[DOI]

Laurent Bindschaedler

Proceedings of the 37th IEEE International Conference on Data Engineering Workshops, 2021

2020

Automated Data Slicing for Model Validation: A Big Data - AI Integration Approach.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Poly'19 Workshop Summary: GDPR.

[BibT_eX]

[DOI]

SIGMOD Rec., 2020

Benchmarking Learned Indexes.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2020

ARDA: Automatic Relational Data Augmentation for Machine Learning.

[BibT_eX]

[DOI]

Nadiia Chepurko

Ryan Marcus

Emanuel Zgraggen

Raul Castro Fernandez

Tim Kraska

David R. Karger

Proc. VLDB Endow., 2020

Learned Indexes for a Google-scale Disk-based Database.

[BibT_eX]

[DOI]

CoRR, 2020

Cortex: Harnessing Correlations to Boost Query Performance.

[BibT_eX]

[DOI]

CoRR, 2020

DBOS: A Proposal for a Data-Centric Operating System.

[BibT_eX]

[DOI]

CoRR, 2020

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

[BibT_eX]

[DOI]

CoRR, 2020

Partitioned Learned Bloom Filter.

[BibT_eX]

[DOI]

CoRR, 2020

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

CoRR, 2020

Bao: Learning to Steer Query Optimizers.

[BibT_eX]

[DOI]

CoRR, 2020

Context-Aware Parse Trees.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Multi-Dimensional Indexes.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

CDFShop: Exploring and Optimizing Learned Index Structures.

[BibT_eX]

[DOI]

Ryan Marcus

Emily Zhang

Tim Kraska

Proceedings of the 2020 International Conference on Management of Data, 2020

The Case for a Learned Sorting Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

RadixSpline: a single-pass learned index.

[BibT_eX]

[DOI]

Proceedings of the Third International Workshop on Exploiting Artificial Intelligence Techniques for Data Management, 2020

DB4ML - An In-Memory Database Kernel with Machine Learning Support.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

IDEBench: A Benchmark for Interactive Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

ALEX: An Updatable Adaptive Learned Index.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

MIRIS: Fast Object Track Queries in Video.

[BibT_eX]

[DOI]

Favyen Bastani

Songtao He

Arjun Balasingam

Karthik Gopalakrishnan

Proceedings of the 2020 International Conference on Management of Data, 2020

Learned garbage collection.

[BibT_eX]

[DOI]

Proceedings of the 4th ACM SIGPLAN International Workshop on Machine Learning and Programming Languages, 2020

BeeCluster: drone orchestration via predictive optimization.

[BibT_eX]

[DOI]

Songtao He

Favyen Bastani

Arjun Balasingam

Karthik Gopalakrishnan

Proceedings of the MobiSys '20: The 18th Annual International Conference on Mobile Systems, 2020

Cost-Guided Cardinality Estimation: Focus Where it Matters.

[BibT_eX]

[DOI]

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

Getting Swole: Generating Access-Aware Code with Predicate Pullups.

[BibT_eX]

[DOI]

Andrew Crotty

Alex Galakatos

Tim Kraska

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

Fast Mapping onto Census Blocks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE High Performance Extreme Computing Conference, 2020

Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications.

[BibT_eX]

[DOI]

George Papastefanatos

Mohamed A. Sharaf

Proceedings of the Workshops of the EDBT/ICDT 2020 Joint Conference, 2020

A Polystore Based Database Operating System (DBOS).

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2020

2019

The SIGMOD 2019 Research Track Reviewing System.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

The Seattle Report on Database Research.

[BibT_eX]

[DOI]

SIGMOD Rec., 2019

Rethinking Database High Availability with RDMA Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Choosing A Cloud DBMS: Architectures and Tradeoffs.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Tuplex: Robust, Efficient Analytics When Python Rules.

[BibT_eX]

[DOI]

Leonhard F. Spiegelberg

Tim Kraska

Proc. VLDB Endow., 2019

Neo: A Learned Query Optimizer.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

SOSD: A Benchmark for Learned Indexes.

[BibT_eX]

[DOI]

CoRR, 2019

LISA: Towards Learned DNA Sequence Search.

[BibT_eX]

[DOI]

CoRR, 2019

SysML: The New Frontier of Machine Learning Systems.

[BibT_eX]

[DOI]

Alexandros G. Dimakis

Anastasios Kyrillidis

Dimitris S. Papailiopoulos

Shivaram Venkataraman

CoRR, 2019

Custodes: Auditable Hypothesis Testing.

[BibT_eX]

[DOI]

Sacha Servan-Schreiber

Olga Ohrimenko

Tim Kraska

Emanuel Zgraggen

CoRR, 2019

SchengenDB: A Data Protection Database Proposal.

[BibT_eX]

[DOI]

Tim Kraska

Michael Stonebraker

Michael L. Brodie

Sacha Servan-Schreiber

Daniel J. Weitzner

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

Democratizing Data Science through Interactive Curation of ML Pipelines.

[BibT_eX]

[DOI]

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

From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems.

[BibT_eX]

[DOI]

Stratos Idreos

Tim Kraska

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

FITing-Tree: A Data-aware Index Structure.

[BibT_eX]

[DOI]

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

Designing Distributed Tree-based Index Structures for Fast RDMA-capable Networks.

[BibT_eX]

[DOI]

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

Park: An Open Platform for Learning-Augmented Computer Systems.

[BibT_eX]

[DOI]

Mehrdad Khani Shirkoohi

Songtao He

Vikram Nathan

Frank Cangialosi

Shaileshh Bojja Venkatakrishnan

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

Sherlock: A Deep Learning Approach to Semantic Data Type Detection.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

How I Learned to Stop Worrying and Love Re-optimization.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Slice Finder: Automated Data Slicing for Model Validation.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

VizCertify: A Framework for Secure Visual Data Exploration.

[BibT_eX]

[DOI]

Lorenzo De Stefani

Leonhard F. Spiegelberg

Eli Upfal

Tim Kraska

Proceedings of the 2019 IEEE International Conference on Data Science and Advanced Analytics, 2019

SageDB: A Learned Database System.

[BibT_eX]

[DOI]

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

VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository.

[BibT_eX]

[DOI]

Kevin Zeng Hu

Snehalkumar (Neil) S. Gaikwad

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

VizML: A Machine Learning Approach to Visualization Recommendation.

[BibT_eX]

[DOI]

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

2018

Distributed Machine Learning.

[BibT_eX]

[DOI]

Alex Galakatos

Andrew Crotty

Tim Kraska

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

Estimating the Impact of Unknown Unknowns on Aggregate Query Results.

[BibT_eX]

[DOI]

Yeounoh Chung

Michael Lind Mortensen

Carsten Binnig

Tim Kraska

ACM Trans. Database Syst., 2018

Northstar: An Interactive Data Science System.

[BibT_eX]

[DOI]

Tim Kraska

Proc. VLDB Endow., 2018

Towards Quantifying Uncertainty in Data Analysis & Exploration.

[BibT_eX]

[DOI]

Yeounoh Chung

Sacha Servan-Schreiber

Emanuel Zgraggen

Tim Kraska

IEEE Data Eng. Bull., 2018

Chiller: Contention-centric Transaction Execution and Data Partitioning for Fast Networks.

[BibT_eX]

[DOI]

CoRR, 2018

VizRec: A framework for secure data exploration via visual representation.

[BibT_eX]

[DOI]

Lorenzo De Stefani

Leonhard F. Spiegelberg

Tim Kraska

Eli Upfal

CoRR, 2018

Unknown Examples & Machine Learning Model Generalization.

[BibT_eX]

[DOI]

CoRR, 2018

Slice Finder: Automated Data Slicing for Model Validation.

[BibT_eX]

[DOI]

CoRR, 2018

Smallify: Learning Network Size while Training.

[BibT_eX]

[DOI]

Guillaume Leclerc

Manasi Vartak

Raul Castro Fernandez

Tim Kraska

Samuel Madden

CoRR, 2018

A-Tree: A Bounded Approximate Index Structure.

[BibT_eX]

[DOI]

CoRR, 2018

FastDAWG: Improving Data Migration in the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2018

The Case for Learned Index Structures.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Management of Data, 2018

Towards Interactive Curation & Automatic Tuning of ML Pipelines.

[BibT_eX]

[DOI]

Proceedings of the Second Workshop on Data Management for End-To-End Machine Learning, 2018

Superneurons: dynamic GPU memory management for training deep neural networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018

Investigating the Effect of the Multiple Comparisons Problem in Visual Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

2017

How Progressive Visualizations Affect Exploratory Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Vis. Comput. Graph., 2017

The End of a Myth: Distributed Transaction Can Scale.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

Revisiting Reuse for Approximate Query Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets.

[BibT_eX]

[DOI]

Yeounoh Chung

Sanjay Krishnan

Tim Kraska

Proc. VLDB Endow., 2017

Rethinking Distributed Query Execution on High-Speed Networks.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2017

Letter from the Special Issue Editor.

[BibT_eX]

[DOI]

Tim Kraska

IEEE Data Eng. Bull., 2017

Safe Visual Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Controlling False Discoveries During Interactive Data Exploration.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Approximate Query Processing for Interactive Data Science.

[BibT_eX]

[DOI]

Tim Kraska

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

What you see is not what you get!: Detecting Simpson's Paradoxes during Data Exploration.

[BibT_eX]

[DOI]

Yue Guo

Carsten Binnig

Tim Kraska

Proceedings of the 2nd Workshop on Human-In-the-Loop Data Analytics, 2017

Revisiting Reuse in Main Memory Database Systems.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Data Science Education: We're Missing the Boat, Again.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Toward Sustainable Insights, or Why Polygamy is Bad for You.

[BibT_eX]

[DOI]

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

IncMap: A Journey towards Ontology-based Data Integration.

[BibT_eX]

[DOI]

Proceedings of the Datenbanksysteme für Business, 2017

Spotlytics: How to Use Cloud Market Places for Analytics?

[BibT_eX]

[DOI]

Tim Kraska

Elkhan Dadashov

Carsten Binnig

Proceedings of the Datenbanksysteme für Business, 2017

Towards Interactive Data Exploration.

[BibT_eX]

[DOI]

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

2016

The End of Slow Networks: It's Time for a Redesign.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2016

Towards a Benchmark for Interactive Data Exploration.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2016

The End of a Myth: Distributed Transactions Can Scale.

[BibT_eX]

[DOI]

CoRR, 2016

Answering enumeration queries with the crowd.

[BibT_eX]

[DOI]

Commun. ACM, 2016

Making the Case for Query-by-Voice with EchoQuery.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

PrivateClean: Data Cleaning and Differential Privacy.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Management of Data, 2016

VisTrees: fast indexes for interactive data exploration.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

The case for interactive data exploration accelerators (IDEAs).

[BibT_eX]

[DOI]

Proceedings of the Workshop on Human-In-the-Loop Data Analytics, 2016

Dark Data: Are we solving the right problems?

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Crowdsourcing Enumeration Queries: Estimators and Interfaces.

[BibT_eX]

[DOI]

Venketaram Ramachandran

IEEE Trans. Knowl. Data Eng., 2015

S-Store: Streaming Meets Transaction Processing.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

A Demonstration of the BigDAWG Polystore System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

Vizdom: Interactive Analytics through Pen and Touch.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

An Architecture for Compiling UDF-centric Workflows.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

SampleClean: Fast and Reliable Analytics on Dirty Data.

[BibT_eX]

[DOI]

IEEE Data Eng. Bull., 2015

TuPAQ: An Efficient Planner for Large-scale Predictive Analytic Queries.

[BibT_eX]

[DOI]

CoRR, 2015

Fault-Tolerant Entity Resolution with the Crowd.

[BibT_eX]

[DOI]

CoRR, 2015

The End of Slow Networks: It's Time for a Redesign.

[BibT_eX]

[DOI]

CoRR, 2015

Cost-based Fault-tolerance for Parallel Data Processing.

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Machine Learning and Databases: The Sound of Things to Come or a Cacophony of Hype?

[BibT_eX]

[DOI]

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

SpotADAPT: Spot-Aware (re-)Deployment of Analytical Processing Tasks on Amazon EC2.

[BibT_eX]

[DOI]

Proceedings of the ACM Eighteenth International Workshop on Data Warehousing and OLAP, 2015

Automating model search for large scale machine learning.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

Tupleware: "Big" Data, Big Analytics, Small Clusters.

[BibT_eX]

[DOI]

Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014

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

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2014

Putting Analytics on the Spot: Or How to Lower the Cost for Analytics.

[BibT_eX]

[DOI]

Elkhan Dadashov

Ugur Çetintemel

Tim Kraska

IEEE Internet Comput., 2014

Tupleware: Distributed Machine Learning on Small Clusters.

[BibT_eX]

[DOI]

Andrew Crotty

Alex Galakatos

Tim Kraska

IEEE Data Eng. Bull., 2014

The Expected Optimal Labeling Order Problem for Crowdsourced Joins and Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2014

Tupleware: Redefining Modern Analytics.

[BibT_eX]

[DOI]

CoRR, 2014

A sample-and-clean framework for fast and accurate query processing on dirty data.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

PLANET: making progress with commit processing in unpredictable environments.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

Should we all be teaching "intro to data science" instead of "intro to databases"?

[BibT_eX]

[DOI]

Proceedings of the International Conference on Management of Data, 2014

2013

The New Database Architectures.

[BibT_eX]

[DOI]

Tim Kraska

Beth Trushkowsky

IEEE Internet Comput., 2013

Finding the Needle in the Big Data Systems Haystack.

[BibT_eX]

[DOI]

Tim Kraska

IEEE Internet Comput., 2013

Leveraging transitive relations for crowdsourced joins.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

RTP: robust tenant placement for elastic in-memory database clusters.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Generalized scale independence through incremental precomputation.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

MLI: An API for Distributed Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Crowdsourced enumeration queries.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

A Framework for Adaptive Crowd Query Processing.

[BibT_eX]

[DOI]

Beth Trushkowsky

Tim Kraska

Michael J. Franklin

Proceedings of the Human Computation and Crowdsourcing: Works in Progress and Demonstration Abstracts, 2013

CASTLE: Crowd-Assisted System for Text Labeling and Extraction.

[BibT_eX]

[DOI]

Sean Goldberg

Daisy Zhe Wang

Tim Kraska

Proceedings of the First AAAI Conference on Human Computation and Crowdsourcing, 2013

MDCC: multi-data center consistency.

[BibT_eX]

[DOI]

Proceedings of the Eighth Eurosys Conference 2013, 2013

MLbase: A Distributed Machine-learning System.

[BibT_eX]

[DOI]

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

CrowdQ: Crowdsourced Query Understanding.

[BibT_eX]

[DOI]

Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012

CrowdER: Crowdsourcing Entity Resolution.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2012

MDCC: Multi-Data Center Consistency

[BibT_eX]

[DOI]

CoRR, 2012

Getting It All from the Crowd

[BibT_eX]

[DOI]

CoRR, 2012

Stormy: an elastic and highly available streaming service in the cloud.

[BibT_eX]

[DOI]

Proceedings of the 2012 Joint EDBT/ICDT Workshops, Berlin, Germany, March 30, 2012, 2012

2011

Repeatability and workability evaluation of SIGMOD 2011.

[BibT_eX]

[DOI]

SIGMOD Rec., 2011

CrowdDB: Query Processing with the VLDB Crowd.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

Crowdsourcing Applications and Platforms: A Data Management Perspective.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

PIQL: Success-Tolerant Query Processing in the Cloud.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2011

CrowdDB: answering queries with crowdsourcing.

[BibT_eX]

[DOI]

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

2010

Building Database Applications in the Cloud.

[BibT_eX]

[DOI]

Tim Kraska

PhD thesis, 2010

Cloudy: A Modular Cloud Storage System.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2010

Data Management in the Cloud: Promises, State-of-the-art, and Open Questions.

[BibT_eX]

[DOI]

Donald Kossmann

Tim Kraska

Datenbank-Spektrum, 2010

An evaluation of alternative architectures for transaction processing in the cloud.

[BibT_eX]

[DOI]

Donald Kossmann

Tim Kraska

Simon Loesing

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

2009

Consistency Rationing in the Cloud: Pay only when it matters.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

XQuery Reloaded.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

XQuery in the browser.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

How is the weather tomorrow?: towards a benchmark for the cloud.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Testing Database Systems, 2009

2008

XQuery in the browser.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Building a database on S3.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

2007

Extending XQuery with Window Functions.

[BibT_eX]

[DOI]

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

2006

Genea: Schema-Aware Mapping of Ontologies into Relational Databases.

[BibT_eX]

[DOI]

Tim Kraska

Uwe Röhm

Proceedings of the 13th International Conference on Management of Data, 2006

PathBank: Web-Based Querying and Visualziation of an Integrated Biological Pathway Database.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Computer Graphics, 2006

Tim Kraska

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