Ibrahim Sabek

About Ibrahim Sabek

Ibrahim Sabek, With an exceptional h-index of 11 and a recent h-index of 10 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Databases, Machine Learning, Spatial Analysis, Localization Systems, Machine Translation.

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

Sawmill: From Logs to Causal Diagnosis of Large Systems

Enhancing In-Memory Spatial Indexing with Learned Search

PAINE Demo: Optimizing Video Selection Queries with Commonsense Knowledge

Can Learned Models Replace Hash Functions?

Lsched: A workload-aware learned query scheduler for analytical database systems

Machine learning meets big spatial data (revised)

The Case for Distance-Bounded Spatial Approximations

The Case for Learned In-Memory Joins

Ibrahim Sabek Information

University

Position

(MIT CSAIL) University of Minnesota

Citations(all)

539

Citations(since 2020)

341

Cited By

352

hIndex(all)

11

hIndex(since 2020)

10

i10Index(all)

12

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Ibrahim Sabek Skills & Research Interests

Databases

Machine Learning

Spatial Analysis

Localization Systems

Machine Translation

Top articles of Ibrahim Sabek

Sawmill: From Logs to Causal Diagnosis of Large Systems

2024

Enhancing In-Memory Spatial Indexing with Learned Search

arXiv preprint arXiv:2309.06354

2023/9/12

PAINE Demo: Optimizing Video Selection Queries with Commonsense Knowledge

Proceedings of the VLDB Endowment

2023/8/1

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

Michael Cafarella
Michael Cafarella

H-Index: 31

Can Learned Models Replace Hash Functions?

Proceedings of the VLDB Endowment

2022/11

Lsched: A workload-aware learned query scheduler for analytical database systems

2022/6/10

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

Tim Kraska
Tim Kraska

H-Index: 39

Machine learning meets big spatial data (revised)

2021/6/15

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

The Case for Distance-Bounded Spatial Approximations

2021/1

The Case for Learned In-Memory Joins

arXiv preprint arXiv:2111.08824

2021/11/16

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

Tim Kraska
Tim Kraska

H-Index: 39

When Are Learned Models Better Than Hash Functions?

arXiv preprint arXiv:2107.01464

2021/7/3

The Case for Learned Spatial Indexes

arXiv preprint arXiv:2008.10349

2020/8/24

Sya: Enabling Spatial Awareness inside Probabilistic Knowledge Base Construction

2020/4/20

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

Machine Learning Meets Big Spatial Data

2020/4/20

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

Flash: Scalable Spatial Probabilistic Graphical Modeling

SIGSPATIAL Special

2020/2/13

Ibrahim Sabek
Ibrahim Sabek

H-Index: 8

See List of Professors in Ibrahim Sabek University(Massachusetts Institute of Technology)

Co-Authors

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