Stratos Idreos

Orcid: 0000-0002-8271-9187

Affiliations:
  • Harvard University


According to our database1, Stratos Idreos authored at least 113 papers between 2003 and 2024.

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Bibliography

2024
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report.
SIGMOD Rec., June, 2024

The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format.
Proc. ACM Manag. Data, February, 2024

Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines.
Proc. ACM Manag. Data, February, 2024

TorchTitan: One-stop PyTorch native solution for production ready LLM pre-training.
CoRR, 2024

2023
Adaptive Indexing of Objects with Spatial Extent.
Proc. VLDB Endow., 2023

Data Structures for Data-Intensive Applications: Tradeoffs and Design Guidelines.
Found. Trends Databases, 2023

μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization.
Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

Real-Time LSM-Trees for HTAP Workloads.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

The Data Systems Grammar: Self-designing Systems for the era of AI.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation.
Proc. VLDB Endow., 2022

SNARF: A Learning-Enhanced Range Filter.
Proc. VLDB Endow., 2022

Proteus: A Self-Designing Range Filter.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

Publication Culture and Review Processes in the Data Management Community: An Open Discussion.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

2021
Front Matter.
Proc. VLDB Endow., 2021

Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine.
Proc. VLDB Endow., 2021

Data Structures for Modern Memory and Storage Hierarchies (Dagstuhl Seminar 21283).
Dagstuhl Reports, 2021

Technical perspective: The strength of SuRF.
Commun. ACM, 2021

Deep Learning: Systems and Responsibility.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

More or Less: When and How to Build Convolutional Neural Network Ensembles.
Proceedings of the 9th International Conference on Learning Representations, 2021

Revisiting Multidimensional Adaptive Indexing [Experiment & Analysis].
Proceedings of the 24th International Conference on Extending Database Technology, 2021

Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method.
Proceedings of the Natural Legal Language Processing Workshop 2021, 2021

2020
Stacked Filters: Learning to Filter by Structure.
Proc. VLDB Endow., 2020

Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores.
Proceedings of the 2020 International Conference on Management of Data, 2020

Key-Value Storage Engines.
Proceedings of the 2020 International Conference on Management of Data, 2020

MotherNets: Rapid Deep Ensemble Learning.
Proceedings of the Third Conference on Machine Learning and Systems, 2020


2019
Technical Perspective: Succinct Range Filters.
SIGMOD Rec., 2019

The Seattle Report on Database Research.
SIGMOD Rec., 2019

Optimal Column Layout for Hybrid Workloads.
Proc. VLDB Endow., 2019

Learning Data Structure Alchemy.
IEEE Data Eng. Bull., 2019

Learning Key-Value Store Design.
CoRR, 2019

From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems.
Proceedings of the 2019 International Conference on Management of Data, 2019

The Log-Structured Merge-Bush & the Wacky Continuum.
Proceedings of the 2019 International Conference on Management of Data, 2019

Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn.
Proceedings of the 9th Biennial Conference on Innovative Data Systems Research, 2019

2018
Smooth Scan: robust access path selection without cardinality estimation.
VLDB J., 2018

Optimal Bloom Filters and Adaptive Merging for LSM-Trees.
ACM Trans. Database Syst., 2018

The Periodic Table of Data Structures.
IEEE Data Eng. Bull., 2018

Rapid Training of Very Large Ensembles of Diverse Neural Networks.
CoRR, 2018

The Internals of the Data Calculator.
CoRR, 2018

The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models.
Proceedings of the 2018 International Conference on Management of Data, 2018

Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation.
Proceedings of the 2018 International Conference on Management of Data, 2018

Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging.
Proceedings of the 2018 International Conference on Management of Data, 2018

2017
Evolutionary Data Systems.
CoRR, 2017

Data Canopy: Accelerating Exploratory Statistical Analysis.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe?
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Monkey: Optimal Navigable Key-Value Store.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

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

The Automatic Scientist will be a Data System.
Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016
ADS: the adaptive data series index.
VLDB J., 2016

Adaptive Data Skipping in Main-Memory Systems.
Proceedings of the 2016 International Conference on Management of Data, 2016

Main Memory Adaptive Denormalization.
Proceedings of the 2016 International Conference on Management of Data, 2016

Adaptive Indexing over Encrypted Numeric Data.
Proceedings of the 2016 International Conference on Management of Data, 2016

GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices.
Proceedings of the 2016 International Conference on Management of Data, 2016

UpBit: Scalable In-Memory Updatable Bitmap Indexing.
Proceedings of the 2016 International Conference on Management of Data, 2016

Design Tradeoffs of Data Access Methods.
Proceedings of the 2016 International Conference on Management of Data, 2016

Designing Access Methods: The RUM Conjecture.
Proceedings of the 19th International Conference on Extending Database Technology, 2016

Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity.
Proceedings of the Real-Time Business Intelligence and Analytics, 2016

2015
DASlab: The Data Systems Laboratory at Harvard SEAS.
SIGMOD Rec., 2015

RINSE: Interactive Data Series Exploration with ADS+.
Proc. VLDB Endow., 2015

NoDB: efficient query execution on raw data files.
Commun. ACM, 2015

Holistic Indexing in Main-memory Column-stores.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

One Loop Does Not Fit All.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

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

JAFAR: Near-Data Processing for Databases.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

Smooth Scan: Statistics-oblivious access paths.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Beyond the Wall: Near-Data Processing for Databases.
Proceedings of the 11th International Workshop on Data Management on New Hardware, 2015

Queriosity: Automated Data Exploration.
Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014
Transactional support for adaptive indexing.
VLDB J., 2014

Distributed Large-Scale Information Filtering.
Trans. Large Scale Data Knowl. Centered Syst., 2014

Joins on Encoded and Partitioned Data.
Proc. VLDB Endow., 2014

Indexing for interactive exploration of big data series.
Proceedings of the International Conference on Management of Data, 2014

H2O: a hands-free adaptive store.
Proceedings of the International Conference on Management of Data, 2014

dbTouch in action database kernels for touch-based data exploration.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Database cracking: fancy scan, not poor man's sort!
Proceedings of the Tenth International Workshop on Data Management on New Hardware, 2014

2013
The Design and Implementation of Modern Column-Oriented Database Systems.
Found. Trends Databases, 2013

Enhanced stream processing in a DBMS kernel.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

dbTouch: Analytics at your Fingertips.
Proceedings of the Sixth Biennial Conference on Innovative Data Systems Research, 2013

2012
MonetDB/DataCell: Online Analytics in a Streaming Column-Store.
Proc. VLDB Endow., 2012

Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores.
Proc. VLDB Endow., 2012

Concurrency Control for Adaptive Indexing.
Proc. VLDB Endow., 2012

NoDB in Action: Adaptive Query Processing on Raw Data.
Proc. VLDB Endow., 2012

Cracking Big Data.
ERCIM News, 2012

MonetDB: Two Decades of Research in Column-oriented Database Architectures.
IEEE Data Eng. Bull., 2012

Business Analytics in (a) Blink.
IEEE Data Eng. Bull., 2012

Adaptive indexing in modern database kernels.
Proceedings of the 15th International Conference on Extending Database Technology, 2012

2011
Repeatability and workability evaluation of SIGMOD 2011.
SIGMOD Rec., 2011

The Researcher's Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds.
Proc. VLDB Endow., 2011

Merging What's Cracked, Cracking What's Merged: Adaptive Indexing in Main-Memory Column-Stores.
Proc. VLDB Endow., 2011

Here are my Data Files. Here are my Queries. Where are my Results?
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011


2010
Benchmarking Adaptive Indexing.
Proceedings of the Performance Evaluation, Measurement and Characterization of Complex Systems, 2010

Estimating the compression fraction of an index using sampling.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
Self-organizing tuple reconstruction in column-stores.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Exploiting the power of relational databases for efficient stream processing.
Proceedings of the EDBT 2009, 2009

2008
Continuous multi-way joins over distributed hash tables.
Proceedings of the EDBT 2008, 2008

2007
Updating a cracked database.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Continuous RDF Query Processing over DHTs.
Proceedings of the Semantic Web, 2007

Database Cracking.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Evaluating Conjunctive Triple Pattern Queries over Large Structured Overlay Networks.
Proceedings of the Semantic Web - ISWC 2006, 5th International Semantic Web Conference, 2006

Distributed Evaluation of Continuous Equi-join Queries over Large Structured Overlay Networks.
Proceedings of the 22nd International Conference on Data Engineering, 2006

Designing Semantic Publish/Subscribe Networks Using Super-Peers.
Proceedings of the Semantic Web and Peer-to-Peer, 2006

2005
Publish/subscribe functionality in IR environments using structured overlay networks.
Proceedings of the SIGIR 2005: Proceedings of the 28th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2005

LibraRing: An Architecture for Distributed Digital Libraries Based on DHTs.
Proceedings of the Research and Advanced Technology for Digital Libraries, 2005

Publish/Subscribe with RDF Data over Large Structured Overlay Networks.
Proceedings of the Databases, 2005

Semantic Grid Resource Discovery in Atlas.
Proceedings of the First Workshop on Knowledge and Data Management in GRIDs, 2005

2004
P2P-DIET: An Extensible P2P Service that Unifies Ad-hoc and Continuous Querying in Super-Peer Networks.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

P2P-DIET: Ad-hoc and Continuous Queries in Peer-to-Peer Networks Using Mobile Agents.
Proceedings of the Methods and Applications of Artificial Intelligence, 2004

Publish/Subscribe for RDF-based P2P Networks.
Proceedings of the Semantic Web: Research and Applications, 2004

Query Processing in Super-Peer Networks with Languages Based on Information Retrieval: The P2P-DIET Approach.
Proceedings of the Current Trends in Database Technology - EDBT 2004 Workshops, 2004

P2P-DIET: One-Time and Continuous Queries in Super-Peer Networks.
Proceedings of the Advances in Database Technology, 2004

2003
Selective information dissemination in P2P networks: problems and solutions.
SIGMOD Rec., 2003


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