Carlo Curino

Orcid: 0000-0003-3712-7358

According to our database1, Carlo Curino authored at least 92 papers between 2004 and 2024.

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Bibliography

2024
XTable in Action: Seamless Interoperability in Data Lakes.
CoRR, 2024

Sibyl: Forecasting Time-Evolving Query Workloads.
CoRR, 2024

PyFroid: Scaling Data Analysis on a Commodity Workstation.
Proceedings of the Proceedings 27th International Conference on Extending Database Technology, 2024


2023
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report.
SIGMOD Rec., June, 2023

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance From Database Query Event Logs.
Proc. VLDB Endow., 2023

MotherNet: A Foundational Hypernetwork for Tabular Classification.
CoRR, 2023

LST-Bench: Benchmarking Log-Structured Tables in the Cloud.
CoRR, 2023

PolySem: Efficient Polyglot Analytics on Semantic Data.
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023


Tensor Query Processing: How to ride the AI investment wave for database analytics?
Proceedings of the 31st Symposium of Advanced Database Systems, 2023

The Tensor Data Platform: Towards an AI-centric Database System.
Proceedings of the 13th Conference on Innovative Data Systems Research, 2023

2022
Data Science Through the Looking Glass: Analysis of Millions of GitHub Notebooks and ML.NET Pipelines.
SIGMOD Rec., 2022

Diversity and Inclusion Activities in Database Conferences: A 2021 Report.
SIGMOD Rec., 2022

LlamaTune: Sample-Efficient DBMS Configuration Tuning.
Proc. VLDB Endow., 2022

Query Processing on Tensor Computation Runtimes.
Proc. VLDB Endow., 2022

OneProvenance: Efficient Extraction of Dynamic Coarse-Grained Provenance from Database Logs.
CoRR, 2022

2021
KEA: Tuning an Exabyte-Scale Data Infrastructure.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Workload-driven systems optimization: things are getting real!
Proceedings of the 15th ACM International Conference on Distributed and Event-based Systems, 2021

Magpie: Python at Speed and Scale using Cloud Backends.
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021

2020
Seagull: An Infrastructure for Load Prediction and Optimized Resource Allocation.
Proc. VLDB Endow., 2020

MLOS: An Infrastructure for Automated Software Performance Engineering.
Proceedings of the Fourth Workshop on Data Management for End-To-End Machine Learning, 2020

A Tensor Compiler for Unified Machine Learning Prediction Serving.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Unearthing inter-job dependencies for better cluster scheduling.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Kaskade: Graph Views for Efficient Graph Analytics.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Extending Relational Query Processing with ML Inference.
Proceedings of the 10th Conference on Innovative Data Systems Research, 2020


2019
SparkCruise: Handsfree Computation Reuse in Spark.
Proc. VLDB Endow., 2019

Data Science through the looking glass and what we found there.
CoRR, 2019

Peering through the Dark: An Owl's View of Inter-job Dependencies and Jobs' Impact in Shared Clusters.
Proceedings of the 2019 International Conference on Management of Data, 2019

Hydra: a federated resource manager for data-center scale analytics.
Proceedings of the 16th USENIX Symposium on Networked Systems Design and Implementation, 2019

Griffon: Reasoning about Job Anomalies with Unlabeled Data in Cloud-based Platforms.
Proceedings of the ACM Symposium on Cloud Computing, SoCC 2019, 2019

2017
Apache REEF: Retainable Evaluator Execution Framework.
ACM Trans. Comput. Syst., 2017

Towards Geo-Distributed Machine Learning.
IEEE Data Eng. Bull., 2017

ERA: A Framework for Economic Resource Allocation for the Cloud.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Dependency-Driven Analytics: A Compass for Uncharted Data Oceans.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
Towards Geo-Distributed Machine Learning.
CoRR, 2016

Morpheus: Towards Automated SLOs for Enterprise Clusters.
Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

PerfOrator: eloquent performance models for Resource Optimization.
Proceedings of the Seventh ACM Symposium on Cloud Computing, 2016

2015
Mercury: Hybrid Centralized and Distributed Scheduling in Large Shared Clusters.
Proceedings of the 2015 USENIX Annual Technical Conference, 2015

REEF: Retainable Evaluator Execution Framework.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

WANalytics: Geo-Distributed Analytics for a Data Intensive World.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

BenchPress: Dynamic Workload Control in the OLTP-Bench Testbed.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Global Analytics in the Face of Bandwidth and Regulatory Constraints.
Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Blind men and an elephant coalescing open-source, academic, and industrial perspectives on BigData.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

WANalytics: Analytics for a Geo-Distributed Data-Intensive World.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014
Discussion of BigBench: A Proposed Industry Standard Performance Benchmark for Big Data.
Proceedings of the Performance Characterization and Benchmarking. Traditional to Big Data, 2014

Reservation-based Scheduling: If You're Late Don't Blame Us!
Proceedings of the ACM Symposium on Cloud Computing, 2014

2013
Automating the database schema evolution process.
VLDB J., 2013

Towards Database Virtualization for Database as a Service.
Proc. VLDB Endow., 2013

OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases.
Proc. VLDB Endow., 2013

REEF: Retainable Evaluator Execution Framework.
Proc. VLDB Endow., 2013

WOO: A Scalable and Multi-tenant Platform for Continuous Knowledge Base Synthesis.
Proc. VLDB Endow., 2013

Second International Workshop on Data Management in the Cloud.
IEEE Data Eng. Bull., 2013

Performance and resource modeling in highly-concurrent OLTP workloads.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Apache Hadoop YARN: yet another resource negotiator.
Proceedings of the ACM Symposium on Cloud Computing, SOCC '13, 2013

DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012
Skew-aware automatic database partitioning in shared-nothing, parallel OLTP systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Mobius: unified messaging and data serving for mobile apps.
Proceedings of the 10th International Conference on Mobile Systems, 2012

How Clean Is Your Sandbox? - Towards a Unified Theoretical Framework for Incremental Bidirectional Transformations.
Proceedings of the Theory and Practice of Model Transformations, 2012

Lookup Tables: Fine-Grained Partitioning for Distributed Databases.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Benchmarking OLTP/web databases in the cloud: the OLTP-bench framework.
Proceedings of the Fourth International Workshop on Cloud Data Management, 2012

2011
Workload-aware database monitoring and consolidation.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

No bits left behind.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

Relational Cloud: a Database Service for the cloud.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Schism: a Workload-Driven Approach to Database Replication and Partitioning.
Proc. VLDB Endow., 2010

Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System: PRISM++.
Proc. VLDB Endow., 2010

Scalable architecture and query optimization fortransaction-time DBs with evolving schemas.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Panta Rhei - Database Evolution and Integration from Practice to Vision: how advances in theory can be applied to real-world problems.
LAP Lambert Academic Publishing, ISBN: 978-3-8383-3721-0, 2010

2009
Context information for knowledge reshaping.
Int. J. Web Eng. Technol., 2009

And what can context do for data?
Commun. ACM, 2009

PRIMA: archiving and querying historical data with evolving schemas.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

The PRISM Workwench: Database Schema Evolution without Tears.
Proceedings of the 25th International Conference on Data Engineering, 2009

Automating Database Schema Evolution in Information System Upgrades.
Proceedings of the 2nd ACM Workshop on Hot Topics in Software Upgrades, 2009

Accessing and Documenting Relational Databases through OWL Ontologies.
Proceedings of the Flexible Query Answering Systems, 8th International Conference, 2009

2008
Managing and querying transaction-time databases under schema evolution.
Proc. VLDB Endow., 2008

Graceful database schema evolution: the PRISM workbench.
Proc. VLDB Endow., 2008

Improving Search and Navigation by Combining Ontologies and Social Tags.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2008 Workshops, 2008

Schema Evolution in Wikipedia - Toward a Web Information System Benchmark.
Proceedings of the ICEIS 2008, 2008

Managing the History of Metadata in Support for DB Archiving and Schema Evolution.
Proceedings of the Advances in Conceptual Modeling - Challenges and Opportunities, 2008

The Shining embedded system design methodology based on self dynamic reconfigurable architectures.
Proceedings of the 13th Asia South Pacific Design Automation Conference, 2008

2007
A data-oriented survey of context models.
SIGMOD Rec., 2007

X-SOM Results for OAEI 2007.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

CADD: A Tool for Context Modeling and Data Tailoring.
Proceedings of the 8th International Conference on Mobile Data Management (MDM 2007), 2007

X-SOM: A Flexible Ontology Mapper.
Proceedings of the 18th International Workshop on Database and Expert Systems Applications (DEXA 2007), 2007

2006
Context Integration for Mobile Data Tailoring.
Proceedings of the 7th International Conference on Mobile Data Management (MDM 2006), 2006

Ontology-Based Information Tailoring.
Proceedings of the 22nd International Conference on Data Engineering Workshops, 2006

2005
Mobile data collection in sensor networks: The TinyLime.
Pervasive Mob. Comput., 2005

TinyLIME: Bridging Mobile and Sensor Networks through Middleware.
Proceedings of the 3rd IEEE International Conference on Pervasive Computing and Communications (PerCom 2005), 2005

Mining officially unrecognized side effects of drugs by combining web search and machine learning.
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005

2004
PoLiDBMS: Design and Prototype Implementation of a DBMS for Portable Devices.
Proceedings of the Twelfth Italian Symposium on Advanced Database Systems, 2004


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