Aaron J Elmore

Aaron J Elmore

University of Chicago

H-index: 28

North America-United States

About Aaron J Elmore

Aaron J Elmore, With an exceptional h-index of 28 and a recent h-index of 24 (since 2020), a distinguished researcher at University of Chicago, specializes in the field of Databases, Distributed Systems.

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

Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics

Accelerating similarity search for elastic measures: A study and new generalization of lower bounding distances

How large language models will disrupt data management

Data station: delegated, trustworthy, and auditable computation to enable data-sharing consortia with a data escrow

Fuzzydata: a scalable workload generator for testing dataframe workflow systems

Fast adaptive similarity search through variance-aware quantization

Summarizing Sets of Related ML-Driven Recommendations for Improving File Management in Cloud Storage

Theseus: navigating the labyrinth of time-series anomaly detection

Aaron J Elmore Information

University

Position

Assistant Professor at The

Citations(all)

3138

Citations(since 2020)

1863

Cited By

1960

hIndex(all)

28

hIndex(since 2020)

24

i10Index(all)

50

i10Index(since 2020)

42

Email

University Profile Page

University of Chicago

Google Scholar

View Google Scholar Profile

Aaron J Elmore Skills & Research Interests

Databases

Distributed Systems

Top articles of Aaron J Elmore

Title

Journal

Author(s)

Publication Date

Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics

Rui Liu

Aaron J Elmore

Michael J Franklin

Sanjay Krishnan

2023/4/3

Accelerating similarity search for elastic measures: A study and new generalization of lower bounding distances

Proceedings of the VLDB Endowment

John Paparrizos

Kaize Wu

Aaron Elmore

Christos Faloutsos

Michael J Franklin

2023/4/1

How large language models will disrupt data management

Proceedings of the VLDB Endowment

Raul Castro Fernandez

Aaron J Elmore

Michael J Franklin

Sanjay Krishnan

Chenhao Tan

2023/7/1

Data station: delegated, trustworthy, and auditable computation to enable data-sharing consortia with a data escrow

arXiv preprint arXiv:2305.03842

Siyuan Xia

Zhiru Zhu

Chris Zhu

Jinjin Zhao

Kyle Chard

...

2023/5/5

Fuzzydata: a scalable workload generator for testing dataframe workflow systems

Mohammed Suhail Rehman

Aaron Elmore

2022/6/17

Fast adaptive similarity search through variance-aware quantization

John Paparrizos

Ikraduya Edian

Chunwei Liu

Aaron J Elmore

Michael J Franklin

2022/5/9

Summarizing Sets of Related ML-Driven Recommendations for Improving File Management in Cloud Storage

Will Brackenbury

Kyle Chard

Aaron Elmore

Blase Ur

2022/10/29

Theseus: navigating the labyrinth of time-series anomaly detection

Proceedings of the VLDB Endowment

Paul Boniol

John Paparrizos

Yuhao Kang

Themis Palpanas

Ruey S Tsay

...

2022/8/1

Volume under the surface: a new accuracy evaluation measure for time-series anomaly detection

Proceedings of the VLDB Endowment

John Paparrizos

Paul Boniol

Themis Palpanas

Ruey S Tsay

Aaron Elmore

...

2022/7/1

Ciao: An optimization framework for client-assisted data loading

Cong Ding

Dixin Tang

Xi Liang

Aaron J Elmore

Sanjay Krishnan

2021/4/19

Decomposed bounded floats for fast compression and queries

VLDB

Chunwei Liu

Hao Jiang

John Paparrizos

Aaron J Elmore

2021

A demonstration of relic: a system for retrospective lineage inference of data workflows

Proceedings of the VLDB Endowment

Mohammed Suhail Rehman

Silu Huang

Aaron J Elmore

2021/7/1

VergeDB: A Database for IoT Analytics on Edge Devices.

John Paparrizos

Chunwei Liu

Bruno Barbarioli

Johnny Hwang

Ikraduya Edian

...

2021/1

Understanding and optimizing packed neural network training for hyper-parameter tuning

Rui Liu

Sanjay Krishnan

Aaron J Elmore

Michael J Franklin

2021/6/20

Version Reconciliation for Collaborative Databases

Nalin Ranjan

Zechao Shang

Sanjay Krishnan

Aaron J Elmore

2021/11/1

Resource-efficient shared query execution via exploiting time slackness

Dixin Tang

Zechao Shang

William W Ma

Aaron J Elmore

Sanjay Krishnan

2021/6/9

KondoCloud: Improving information management in cloud storage via recommendations based on file similarity

Will Brackenbury

Andrew McNutt

Kyle Chard

Aaron Elmore

Blase Ur

2021/10/10

Good to the last bit: Data-driven encoding with codecdb

Hao Jiang

Chunwei Liu

John Paparrizos

Andrew A Chien

Jihong Ma

...

2021/6/9

Files of a feather flock together? Measuring and modeling how users perceive file similarity in cloud storage

Will Brackenbury

Galen Harrison

Kyle Chard

Aaron Elmore

Blase Ur

2021/7/11

Debunking four long-standing misconceptions of time-series distance measures

John Paparrizos

Chunwei Liu

Aaron J Elmore

Michael J Franklin

2020/6/11

See List of Professors in Aaron J Elmore University(University of Chicago)