Stratos Idreos

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 72

Top Venues

Publications

Subarna Chatterjee, Mark F. Pekala, Lev Kruglyak, Stratos Idreos
Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines. Proc. ACM Manag. Data 2 (1) (2024)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53 (2) (2024)
Utku Sirin, Stratos Idreos
The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format. Proc. ACM Manag. Data 2 (1) (2024)
Fatemeh Zardbani, Nikos Mamoulis, Stratos Idreos, Panagiotis Karras
Adaptive Indexing of Objects with Spatial Extent. Proc. VLDB Endow. 16 (9) (2023)
Sanket Purandare, Abdul Wasay, Animesh Jain, Stratos Idreos
μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization. MLSys (2023)
Aakash Mishra, Jeremy Hsu, Frank D'Agostino, Utku Sirin, Stratos Idreos
Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization. IDEAL (2023)
Stratos Idreos
The Data Systems Grammar: Self-designing Systems for the era of AI. BigData (2023)
Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas
Real-Time LSM-Trees for HTAP Workloads. ICDE (2023)
Manos Athanassoulis, Stratos Idreos, Dennis E. Shasha
Data Structures for Data-Intensive Applications: Tradeoffs and Design Guidelines. Found. Trends Databases 13 (1-2) (2023)
Ruihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu, Walid G. Aref
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation. CoRR (2022)
Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher
Proteus: A Self-Designing Range Filter. SIGMOD Conference (2022)
Ruihong Wang, Jianguo Wang, Stratos Idreos, M. Tamer Özsu, Walid G. Aref
The Case for Distributed Shared-Memory Databases with RDMA-Enabled Memory Disaggregation. Proc. VLDB Endow. 16 (1) (2022)
Kapil Vaidya, Tim Kraska, Subarna Chatterjee, Eric R. Knorr, Michael Mitzenmacher, Stratos Idreos
SNARF: A Learning-Enhanced Range Filter. Proc. VLDB Endow. 15 (8) (2022)
Sihem Amer-Yahia, Sourav S. Bhowmick, Xin Luna Dong, Stratos Idreos, Wolfgang Lehner, Divesh Srivastava
Publication Culture and Review Processes in the Data Management Community: An Open Discussion. SIGMOD Conference (2022)
Eric R. Knorr, Baptiste Lemaire, Andrew Lim, Siqiang Luo, Huanchen Zhang, Stratos Idreos, Michael Mitzenmacher
Proteus: A Self-Designing Range Filter. CoRR (2022)
Brian Hentschel, Utku Sirin, Stratos Idreos
Entropy-Learned Hashing: Constant Time Hashing with Controllable Uniformity. SIGMOD Conference (2022)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Fernando Trias, Hongming Wang, Sylvain Jaume, Stratos Idreos
Named Entity Recognition in Historic Legal Text: A Transformer and State Machine Ensemble Method. NLLP@EMNLP (2021)
Stratos Idreos, Zack Ives
Front Matter. Proc. VLDB Endow. 14 (11) (2021)
Subarna Chatterjee, Meena Jagadeesan, Wilson Qin, Stratos Idreos
Cosine: A Cloud-Cost Optimized Self-Designing Key-Value Storage Engine. Proc. VLDB Endow. 15 (1) (2021)
Abdul Wasay, Subarna Chatterjee, Stratos Idreos
Deep Learning: Systems and Responsibility. SIGMOD Conference (2021)
Stratos Idreos, Viktor Leis, Kai-Uwe Sattler, Margo I. Seltzer
Data Structures for Modern Memory and Storage Hierarchies (Dagstuhl Seminar 21283). Dagstuhl Reports 11 (6) (2021)
Abdul Wasay, Stratos Idreos
More or Less: When and How to Build Convolutional Neural Network Ensembles. ICLR (2021)
Anders Hammershøj Jensen, Frederik Lauridsen, Fatemeh Zardbani, Stratos Idreos, Panagiotis Karras
Revisiting Multidimensional Adaptive Indexing [Experiment & Analysis]. EDBT (2021)
Stratos Idreos
Technical perspective: The strength of SuRF. Commun. ACM 64 (4) (2021)
Hemant Saxena, Lukasz Golab, Stratos Idreos, Ihab F. Ilyas
Real-Time LSM-Trees for HTAP Workloads. CoRR (2021)
Stratos Idreos, Mark Callaghan
Key-Value Storage Engines. SIGMOD Conference (2020)
Gennady L. Andrienko, Natalia V. Andrienko, Steven Mark Drucker, Jean-Daniel Fekete, Danyel Fisher, Stratos Idreos, Tim Kraska, Guoliang Li, Kwan-Liu Ma, Jock D. Mackinlay, Antti Oulasvirta, Tobias Schreck, Heidrun Schumann, Michael Stonebraker, David Auber, Nikos Bikakis, Panos K. Chrysanthis, George Papastefanatos, Mohamed A. Sharaf
Big Data Visualization and Analytics: Future Research Challenges and Emerging Applications. EDBT/ICDT Workshops (2020)
Siqiang Luo, Subarna Chatterjee, Rafael Ketsetsidis, Niv Dayan, Wilson Qin, Stratos Idreos
Rosetta: A Robust Space-Time Optimized Range Filter for Key-Value Stores. SIGMOD Conference (2020)
Abdul Wasay, Brian Hentschel, Yuze Liao, Sanyuan Chen, Stratos Idreos
MotherNets: Rapid Deep Ensemble Learning. MLSys (2020)
Brian Hentschel, Stratos Idreos, Kyle Deeds
Stacked Filters: Learning to Filter by Structure. Proc. VLDB Endow. 14 (4) (2020)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (2019)
Stratos Idreos, Tim Kraska
From Auto-tuning One Size Fits All to Self-designed and Learned Data-intensive Systems. SIGMOD Conference (2019)
Niv Dayan, Stratos Idreos
The Log-Structured Merge-Bush & the Wacky Continuum. SIGMOD Conference (2019)
Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, Zichen Zhu
Design Continuums and the Path Toward Self-Designing Key-Value Stores that Know and Learn. CIDR (2019)
Stratos Idreos
Technical Perspective: Succinct Range Filters. SIGMOD Rec. 48 (1) (2019)
Manos Athanassoulis, Kenneth S. Bøgh, Stratos Idreos
Optimal Column Layout for Hybrid Workloads. Proc. VLDB Endow. 12 (13) (2019)
Stratos Idreos, Niv Dayan, Wilson Qin, Mali Akmanalp, Sophie Hilgard, Andrew Ross, James Lennon, Varun Jain, Harshita Gupta, David Li, Zichen Zhu
Learning Key-Value Store Design. CoRR (2019)
Stratos Idreos, Kostas Zoumpatianos, Subarna Chatterjee, Wilson Qin, Abdul Wasay, Brian Hentschel, Mike S. Kester, Niv Dayan, Demi Guo, Minseo Kang, Yiyou Sun
Learning Data Structure Alchemy. IEEE Data Eng. Bull. 42 (2) (2019)
Abdul Wasay, Yuze Liao, Stratos Idreos
Rapid Training of Very Large Ensembles of Diverse Neural Networks. CoRR (2018)
Stratos Idreos, Kostas Zoumpatianos, Manos Athanassoulis, Niv Dayan, Brian Hentschel, Michael S. Kester, Demi Guo, Lukas M. Maas, Wilson Qin, Abdul Wasay, Yiyou Sun
The Periodic Table of Data Structures. IEEE Data Eng. Bull. 41 (3) (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost Models. SIGMOD Conference (2018)
Brian Hentschel, Michael S. Kester, Stratos Idreos
Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation. SIGMOD Conference (2018)
Niv Dayan, Stratos Idreos
Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of Superfluous Merging. SIGMOD Conference (2018)
Niv Dayan, Manos Athanassoulis, Stratos Idreos
Optimal Bloom Filters and Adaptive Merging for LSM-Trees. ACM Trans. Database Syst. 43 (4) (2018)
Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser
Smooth Scan: robust access path selection without cardinality estimation. VLDB J. 27 (4) (2018)
Stratos Idreos, Kostas Zoumpatianos, Brian Hentschel, Michael S. Kester, Demi Guo
The Internals of the Data Calculator. CoRR (2018)
Oliver Kennedy, D. Richard Hipp, Stratos Idreos, Amélie Marian, Arnab Nandi, Carmela Troncoso, Eugene Wu
Small Data. ICDE (2017)
Stratos Idreos, Lukas M. Maas, Mike S. Kester
Evolutionary Data Systems. CoRR (2017)
Michael S. Kester, Manos Athanassoulis, Stratos Idreos
Access Path Selection in Main-Memory Optimized Data Systems: Should I Scan or Should I Probe? SIGMOD Conference (2017)
Abdul Wasay, Xinding Wei, Niv Dayan, Stratos Idreos
Data Canopy: Accelerating Exploratory Statistical Analysis. SIGMOD Conference (2017)
Stratos Idreos
The Automatic Scientist will be a Data System. CIDR (2017)
Niv Dayan, Manos Athanassoulis, Stratos Idreos
Monkey: Optimal Navigable Key-Value Store. SIGMOD Conference (2017)
Wilson Qin, Stratos Idreos
Adaptive Data Skipping in Main-Memory Systems. SIGMOD Conference (2016)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
ADS: the adaptive data series index. VLDB J. 25 (6) (2016)
Manos Athanassoulis, Michael S. Kester, Lukas M. Maas, Radu Stoica, Stratos Idreos, Anastasia Ailamaki, Mark Callaghan
Designing Access Methods: The RUM Conjecture. EDBT (2016)
Zezhou Liu, Stratos Idreos
Main Memory Adaptive Denormalization. SIGMOD Conference (2016)
Manos Athanassoulis, Stratos Idreos
Design Tradeoffs of Data Access Methods. SIGMOD Conference (2016)
Panagiotis Karras, Artyom Nikitin, Muhammad Saad, Rudrika Bhatt, Denis Antyukhov, Stratos Idreos
Adaptive Indexing over Encrypted Numeric Data. SIGMOD Conference (2016)
Niv Dayan, Philippe Bonnet, Stratos Idreos
GeckoFTL: Scalable Flash Translation Techniques For Very Large Flash Devices. SIGMOD Conference (2016)
Stratos Idreos, Manos Athanassoulis, Niv Dayan, Demi Guo, Mike S. Kester, Lukas M. Maas, Kostas Zoumpatianos
Past and Future Steps for Adaptive Storage Data Systems: From Shallow to Deep Adaptivity. BIRTE (Revised Selected Papers) (2016)
Manos Athanassoulis, Zheng Yan, Stratos Idreos
UpBit: Scalable In-Memory Updatable Bitmap Indexing. SIGMOD Conference (2016)
Eleni Petraki, Stratos Idreos, Stefan Manegold
Holistic Indexing in Main-memory Column-stores. SIGMOD Conference (2015)
Stratos Idreos
DASlab: The Data Systems Laboratory at Harvard SEAS. SIGMOD Rec. 44 (1) (2015)
Abdul Wasay, Manos Athanassoulis, Stratos Idreos
Queriosity: Automated Data Exploration. BigData Congress (2015)
Sam Likun Xi, Oreoluwa Babarinsa, Manos Athanassoulis, Stratos Idreos
Beyond the Wall: Near-Data Processing for Databases. DaMoN (2015)
Oreoluwatomiwa O. Babarinsa, Stratos Idreos
JAFAR: Near-Data Processing for Databases. SIGMOD Conference (2015)
Ioannis Alagiannis, Renata Borovica-Gajic, Miguel Branco, Stratos Idreos, Anastasia Ailamaki
NoDB: efficient query execution on raw data files. Commun. ACM 58 (12) (2015)
Renata Borovica-Gajic, Stratos Idreos, Anastasia Ailamaki, Marcin Zukowski, Campbell Fraser
Smooth Scan: Statistics-oblivious access paths. ICDE (2015)
Styliani Pantela, Stratos Idreos
One Loop Does Not Fit All. SIGMOD Conference (2015)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
RINSE: Interactive Data Series Exploration with ADS+. Proc. VLDB Endow. 8 (12) (2015)
Stratos Idreos, Olga Papaemmanouil, Surajit Chaudhuri
Overview of Data Exploration Techniques. SIGMOD Conference (2015)
Goetz Graefe, Felix Halim, Stratos Idreos, Harumi A. Kuno, Stefan Manegold, Bernhard Seeger
Transactional support for adaptive indexing. VLDB J. 23 (2) (2014)
Erietta Liarou, Stratos Idreos
dbTouch in action database kernels for touch-based data exploration. ICDE (2014)
Holger Pirk, Eleni Petraki, Stratos Idreos, Stefan Manegold, Martin L. Kersten
Database cracking: fancy scan, not poor man's sort! DaMoN (2014)
Jae-Gil Lee, Gopi K. Attaluri, Ronald Barber, Naresh Chainani, Oliver Draese, Frederick Ho, Stratos Idreos, Min-Soo Kim, Sam Lightstone, Guy M. Lohman, Konstantinos Morfonios, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Vincent Kulandai Samy, Richard Sidle, Knut Stolze, Liping Zhang
Joins on Encoded and Partitioned Data. Proc. VLDB Endow. 7 (13) (2014)
Christos Tryfonopoulos, Stratos Idreos, Manolis Koubarakis, Paraskevi Raftopoulou
Distributed Large-Scale Information Filtering. Trans. Large Scale Data Knowl. Centered Syst. 13 (2014)
Kostas Zoumpatianos, Stratos Idreos, Themis Palpanas
Indexing for interactive exploration of big data series. SIGMOD Conference (2014)
Ioannis Alagiannis, Stratos Idreos, Anastasia Ailamaki
H2O: a hands-free adaptive store. SIGMOD Conference (2014)
Stratos Idreos, Erietta Liarou
dbTouch: Analytics at your Fingertips. CIDR (2013)
Erietta Liarou, Stratos Idreos, Stefan Manegold, Martin L. Kersten
Enhanced stream processing in a DBMS kernel. EDBT (2013)
Daniel Abadi, Peter A. Boncz, Stavros Harizopoulos, Stratos Idreos, Samuel Madden
The Design and Implementation of Modern Column-Oriented Database Systems. Found. Trends Databases 5 (3) (2013)
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Richard Sidle, Knut Stolze, Sandor Szabo
Business Analytics in (a) Blink. IEEE Data Eng. Bull. 35 (1) (2012)
Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki
NoDB in Action: Adaptive Query Processing on Raw Data. Proc. VLDB Endow. 5 (12) (2012)
Erietta Liarou, Stratos Idreos, Stefan Manegold, Martin L. Kersten
MonetDB/DataCell: Online Analytics in a Streaming Column-Store. Proc. VLDB Endow. 5 (12) (2012)
Felix Halim, Stratos Idreos, Panagiotis Karras, Roland H. C. Yap
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores CoRR (2012)
Felix Halim, Stratos Idreos, Panagiotis Karras, Roland H. C. Yap
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores. Proc. VLDB Endow. 5 (6) (2012)
Ioannis Alagiannis, Renata Borovica, Miguel Branco, Stratos Idreos, Anastasia Ailamaki
NoDB: efficient query execution on raw data files. SIGMOD Conference (2012)
Goetz Graefe, Felix Halim, Stratos Idreos, Harumi A. Kuno, Stefan Manegold
Concurrency Control for Adaptive Indexing CoRR (2012)
Stratos Idreos
Cracking Big Data. ERCIM News 2012 (89) (2012)
Goetz Graefe, Felix Halim, Stratos Idreos, Harumi A. Kuno, Stefan Manegold
Concurrency Control for Adaptive Indexing. Proc. VLDB Endow. 5 (7) (2012)
Stratos Idreos, Fabian Groffen, Niels Nes, Stefan Manegold, K. Sjoerd Mullender, Martin L. Kersten
MonetDB: Two Decades of Research in Column-oriented Database Architectures. IEEE Data Eng. Bull. 35 (1) (2012)
Stratos Idreos, Stefan Manegold, Goetz Graefe
Adaptive indexing in modern database kernels. EDBT (2012)
Martin L. Kersten, Stratos Idreos, Stefan Manegold, Erietta Liarou
The Researcher's Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds. Proc. VLDB Endow. 4 (12) (2011)
Stratos Idreos, Stefan Manegold, Harumi A. Kuno, Goetz Graefe
Merging What's Cracked, Cracking What's Merged: Adaptive Indexing in Main-Memory Column-Stores. Proc. VLDB Endow. 4 (9) (2011)
Philippe Bonnet, Stefan Manegold, Matias Bjørling, Wei Cao, Javier Gonzalez, Joel A. Granados, Nancy Hall, Stratos Idreos, Milena Ivanova, Ryan Johnson, David Koop, Tim Kraska, René Müller, Dan Olteanu, Paolo Papotti, Christine Reilly, Dimitris Tsirogiannis, Cong Yu, Juliana Freire, Dennis E. Shasha
Repeatability and workability evaluation of SIGMOD 2011. SIGMOD Rec. 40 (2) (2011)
Ronald Barber, Peter Bendel, Marco Czech, Oliver Draese, Frederick Ho, Namik Hrle, Stratos Idreos, Min-Soo Kim, Oliver Koeth, Jae-Gil Lee, Tianchao Tim Li, Guy M. Lohman, Konstantinos Morfonios, René Müller, Keshava Murthy, Ippokratis Pandis, Lin Qiao, Vijayshankar Raman, Sandor Szabo, Richard Sidle, Knut Stolze
Blink: Not Your Father's Database! BIRTE (2011)
Stratos Idreos, Ioannis Alagiannis, Ryan Johnson, Anastasia Ailamaki
Here are my Data Files. Here are my Queries. Where are my Results? CIDR (2011)
Goetz Graefe, Stratos Idreos, Harumi A. Kuno, Stefan Manegold
Benchmarking Adaptive Indexing. TPCTC (2010)
Stratos Idreos, Raghav Kaushik, Vivek R. Narasayya, Ravishankar Ramamurthy
Estimating the compression fraction of an index using sampling. ICDE (2010)

Stratos Idreos.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Stratos Idreos