Stratos Idreos

Stratos Idreos

Harvard University

H-index: 42

North America-United States

About Stratos Idreos

Stratos Idreos, With an exceptional h-index of 42 and a recent h-index of 31 (since 2020), a distinguished researcher at Harvard University, specializes in the field of Computer science, Databases, Data Structures, NoSQL.

His recent articles reflect a diverse array of research interests and contributions to the field:

The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format

Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines

ACM/IMS Journal of Data Science: Inaugural Issue Editorial

Adaptive Indexing of Objects with Spatial Extent

Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization

Real-time LSM-trees for HTAP workloads

Check for updates Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization

μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization

Stratos Idreos Information

University

Position

___

Citations(all)

6602

Citations(since 2020)

3371

Cited By

4676

hIndex(all)

42

hIndex(since 2020)

31

i10Index(all)

86

i10Index(since 2020)

61

Email

University Profile Page

Google Scholar

Stratos Idreos Skills & Research Interests

Computer science

Databases

Data Structures

NoSQL

Top articles of Stratos Idreos

Title

Journal

Author(s)

Publication Date

The Image Calculator: 10x Faster Image-AI Inference by Replacing JPEG with Self-designing Storage Format

Proceedings of the ACM on Management of Data

Utku Sirin

Stratos Idreos

2024/3/26

Limousine: Blending Learned and Classical Indexes to Self-Design Larger-than-Memory Cloud Storage Engines

Proceedings of the ACM on Management of Data

Subarna Chatterjee

Mark F Pekala

Lev Kruglyak

Stratos Idreos

2024/3/26

ACM/IMS Journal of Data Science: Inaugural Issue Editorial

Jelena Bradic

Stratos Idreos

John Lafferty

2024/3/22

Adaptive Indexing of Objects with Spatial Extent

Proceedings of the VLDB Endowment

Fatemeh Zardbani

Nikos Mamoulis

Stratos Idreos

Panagiotis Karras

2023/5/1

Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization

Aakash Mishra

Jeremy Hsu

Frank D’Agostino

Utku Sirin

Stratos Idreos

2023/11/15

Real-time LSM-trees for HTAP workloads

Hemant Saxena

Lukasz Golab

Stratos Idreos

Ihab F Ilyas

2023/4/3

Check for updates Rapid and Low-Cost Evaluation of Multi-fidelity Scheduling Algorithms for Hyperparameter Optimization

Intelligent Data Engineering and Automated Learning–IDEAL 2023: 24th International Conference, Évora, Portugal, November 22–24, 2023, Proceedings

Aakash Mishra İD Jeremy Hsu

Frank D'Agostino

Utku Sirin

Stratos Idreos

2023/11/14

μ-TWO: 3× Faster Multi-Model Training with Orchestration and Memory Optimization

Proceedings of Machine Learning and Systems

Sanket Purandare

Abdul Wasay

Stratos Idreos

2023/3/18

Geographical Representation Under a Single Nationwide District: The Case of the Netherlands

Legislative Studies Quarterly

Marijn Nagtzaam

Tom Louwerse

2023/8

Systems and methods for accelerating exploratory statistical analysis

2023/1/31

Data Structures for Data-Intensive Applications: Tradeoffs and Design Guidelines

Foundations and Trends® in Databases

Manos Athanassoulis

Stratos Idreos

Dennis Shasha

2023/7/30

Optimized self-designing key-value storage engine

2023/1/24

Key-value stores with optimized merge policies and optimized LSM-tree structures

2023/6/13

The Data Systems Grammar: Self-designing Systems for the era of AI

Stratos Idreos

2023/12/15

Entropy-Learned Hashing: 10x Faster Hashing with Controllable Uniformity

Brian Hentschel

Utku Sirin

Stratos Idreos

2022

Proteus: A self-designing range filter

Eric R Knorr

Baptiste Lemaire

Andrew Lim

Siqiang Luo

Huanchen Zhang

...

2022/6/10

Rapid and robust predicate evaluation

2022/7/26

Publication Culture and Review Processes in the Data Management Community: An Open Discussion

Sihem Amer-Yahia

Sourav S Bhowmick

Xin Luna Dong

Stratos Idreos

Wolfgang Lehner

...

2022/6/10

The Seattle report on database research

Communications of the ACM

Daniel Abadi

Anastasia Ailamaki

David Andersen

Peter Bailis

Magdalena Balazinska

...

2022/7/21

Entropy-learned hashing: Constant time hashing with controllable uniformity

Brian Hentschel

Utku Sirin

Stratos Idreos

2022/6/10

See List of Professors in Stratos Idreos University(Harvard University)

Co-Authors

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