Aaron J. Elmore

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 70

Top Topics

Concurrency Control

Query Execution

Data Transformation

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Rui Liu, Jun Hyuk Chang, Riki Otaki, Zhe Heng Eng, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
Towards Resource-adaptive Query Execution in Cloud Native Databases. CIDR (2024)
Chunwei Liu, John Paparrizos, Aaron J. Elmore
AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices. ICDE (2024)
Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases. ICDE (2024)
Georgia Koutrika, Jun Yang, Manos Athanassoulis, Kostas Stefanidis, Ju Fan, Abdul Quamar, Yuanyan Tian, Alekh Jindal, Carsten Binnig, Jennie Rogers, Senjuti Basu Roy, Steven Euijong Whang, Matthias Boehm, Aaron J. Elmore, Vasilis Efthymiou, Xiao Hu, Xiaofang Zhou, Alan D. Fekete
Front Matter. Proc. VLDB Endow. 16 (12) (2023)
Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. CoRR (2023)
John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Querying Time-Series Data: A Comprehensive Comparison of Distance Measures. IEEE Data Eng. Bull. 46 (3) (2023)
Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan
How Large Language Models Will Disrupt Data Management. Proc. VLDB Endow. 16 (11) (2023)
John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. 16 (8) (2023)
Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics. ICDE (2023)
John Paparrizos, Paul Boniol, Themis Palpanas, Ruey Tsay, Aaron J. Elmore, Michael J. Franklin
Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proc. VLDB Endow. 15 (11) (2022)
Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. 15 (12) (2022)
Mohammed Suhail Rehman, Aaron J. Elmore
FuzzyData: A Scalable Workload Generator for Testing Dataframe Workflow Systems. DBTest@SIGMOD (2022)
Will Brackenbury, Kyle Chard, Aaron J. Elmore, Blase Ur
Summarizing Sets of Related ML-Driven Recommendations for Improving File Management in Cloud Storage. UIST (2022)
Siyuan Xia, Zhiru Zhu, Christopher Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. Proc. VLDB Endow. 15 (11) (2022)
John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Fast Adaptive Similarity Search through Variance-Aware Quantization. ICDE (2022)
Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore
A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows. Proc. VLDB Endow. 14 (12) (2021)
Hao Jiang, Chunwei Liu, John Paparrizos, Andrew A. Chien, Jihong Ma, Aaron J. Elmore
Good to the Last Bit: Data-Driven Encoding with CodecDB. SIGMOD Conference (2021)
Nalin Ranjan, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore
Version Reconciliation for Collaborative Databases. SoCC (2021)
Will Brackenbury, Galen Harrison, Kyle Chard, Aaron J. Elmore, Blase Ur
Files of a Feather Flock Together? Measuring and Modeling How Users Perceive File Similarity in Cloud Storage. SIGIR (2021)
Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan
CIAO: An Optimization Framework for Client-Assisted Data Loading. CoRR (2021)
Dixin Tang, Zechao Shang, William W. Ma, Aaron J. Elmore, Sanjay Krishnan
Resource-efficient Shared Query Execution via Exploiting Time Slackness. SIGMOD Conference (2021)
John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
VergeDB: A Database for IoT Analytics on Edge Devices. CIDR (2021)
Chunwei Liu, Hao Jiang, John Paparrizos, Aaron J. Elmore
Decomposed Bounded Floats for Fast Compression and Queries. Proc. VLDB Endow. 14 (11) (2021)
Will Brackenbury, Andrew M. McNutt, Kyle Chard, Aaron J. Elmore, Blase Ur
KondoCloud: Improving Information Management in Cloud Storage via Recommendations Based on File Similarity. UIST (2021)
Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
Understanding and optimizing packed neural network training for hyper-parameter tuning. DEEM@SIGMOD (2021)
Nalin Ranjan, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan
Version Reconciliation for Collaborative Databases. CoRR (2021)
Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan
CIAO: An Optimization Framework for Client-Assisted Data Loading. ICDE (2021)
Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning. CoRR (2020)
Raul Castro Fernandez, Kyle Chard, Ben Blaiszik, Sanjay Krishnan, Aaron J. Elmore, Ziad Obermeyer, Josh Risley, Sendhil Mullainathan, Michael J. Franklin, Ian T. Foster
The Data Station: Combining Data, Compute, and Market Forces. CoRR (2020)
Zechao Shang, Xi Liang, Dixin Tang, Cong Ding, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
CrocodileDB: Efficient Database Execution through Intelligent Deferment. CIDR (2020)
Xi Liang, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. SIGMOD Conference (2020)
Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
Thrifty Query Execution via Incrementability. SIGMOD Conference (2020)
John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures. SIGMOD Conference (2020)
Xi Liang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. CoRR (2020)
Hao Jiang, Chunwei Liu, Qi Jin, John Paparrizos, Aaron J. Elmore
PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage. Proc. VLDB Endow. 13 (6) (2020)
Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness. Proc. VLDB Endow. 13 (12) (2020)
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version). VLDB J. 29 (1) (2020)
Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin, John Paparrizos, Zechao Shang, Adam Dziedzic, Rui Liu
Artificial Intelligence in Resource-Constrained and Shared Environments. ACM SIGOPS Oper. Syst. Rev. 53 (1) (2019)
Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore
DeepLens: Towards a Visual Data Management System. CIDR (2019)
Yu-Shan Lin, Shao-Kan Pi, Meng-Kai Liao, Ching Tsai, Aaron J. Elmore, Shan-Hung Wu
MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems. Proc. VLDB Endow. 12 (5) (2019)
Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
Band-limited Training and Inference for Convolutional Neural Networks. ICML (2019)
Xi Liang, Aaron J. Elmore, Sanjay Krishnan
Opportunistic View Materialization with Deep Reinforcement Learning. CoRR (2019)
Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
Band-limited Training and Inference for Convolutional Neural Networks. CoRR (2019)
Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore
Mostly Order Preserving Dictionaries. ICDE (2019)
Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
Intermittent Query Processing. Proc. VLDB Endow. 12 (11) (2019)
Günce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran
DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis. SIGMOD Conference (2018)
Zechao Shang, Will Brackenbury, Aaron J. Elmore, Michael J. Franklin
CYADB: A Database that Covers Your Ask. Proc. VLDB Endow. 11 (12) (2018)
Dixin Tang, Aaron J. Elmore
Toward Coordination-free and Reconfigurable Mixed Concurrency Control. USENIX Annual Technical Conference (2018)
Luann Jung, Brendan Whitaker, Kyle Chard, Aaron J. Elmore
Measuring Swampiness: Quantifying Chaos in Large Heterogeneous Data Repositories. CoRR (2018)
Hao Jiang, Aaron J. Elmore
Boosting data filtering on columnar encoding with SIMD. DaMoN (2018)
Zechao Shang, Jeffrey Xu Yu, Aaron J. Elmore
RushMon: Real-time Isolation Anomalies Monitoring. SIGMOD Conference (2018)
Will Brackenbury, Rui Liu, Mainack Mondal, Aaron J. Elmore, Blase Ur, Kyle Chard, Michael J. Franklin
Draining the Data Swamp: A Similarity-based Approach. HILDA@SIGMOD (2018)
Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore
DeepLens: Towards a Visual Data Management System. CoRR (2018)
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: Bolt-on Versioning for Relational Databases. Proc. VLDB Endow. 10 (10) (2017)
Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. SIGMOD Conference (2017)
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
Version 0.1 of the BigDAWG Polystore System. CoRR (2017)
Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
BigDAWG version 0.1. HPEC (2017)
Yuanwei Fang, Chen Zou, Aaron J. Elmore, Andrew A. Chien
UDP: a programmable accelerator for extract-transform-load workloads and more. MICRO (2017)
Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore
A robust partitioning scheme for ad-hoc query workloads. SoCC (2017)
Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
OrpheusDB: Bolt-on Versioning for Relational Databases. CoRR (2017)
Dixin Tang, Hao Jiang, Aaron J. Elmore
Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All. CIDR (2017)
Kyle O'Brien, Vijay Gadepally, Jennie Duggan, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Zuohao She, Michael Stonebraker
BigDAWG Polystore Release and Demonstration. CoRR (2017)
Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker
Clay: Fine-Grained Adaptive Partitioning for General Database Schemas. Proc. VLDB Endow. 10 (4) (2016)
Adam Dziedzic, Aaron J. Elmore, Michael Stonebraker
Data transformation and migration in polystores. HPEC (2016)
Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
The BigDAWG Polystore System and Architecture. CoRR (2016)
John Meehan, Stan Zdonik, Shaobo Tian, Yulong Tian, Nesime Tatbul, Adam Dziedzic, Aaron J. Elmore
Integrating real-time and batch processing in a polystore. HPEC (2016)
Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande
Decibel: The Relational Dataset Branching System. Proc. VLDB Endow. 9 (9) (2016)
Rebecca Taft, Willis Lang, Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, David J. DeWitt
STeP: Scalable Tenant Placement for Managing Database-as-a-Service Deployments. SoCC (2016)
Vijay Gadepally, Jennie Duggan, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
The BigDAWG Architecture. CoRR (2016)
Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
The BigDAWG polystore system and architecture. HPEC (2016)
Aaron J. Elmore, Jennie Duggan, Mike Stonebraker, Magdalena Balazinska, Ugur Çetintemel, Vijay Gadepally, Jeffrey Heer, Bill Howe, Jeremy Kepner, Tim Kraska, Samuel Madden, David Maier, Timothy G. Mattson, Stavros Papadopoulos, Jeff Parkhurst, Nesime Tatbul, Manasi Vartak, Stan Zdonik
A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 8 (12) (2015)
Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
The BigDAWG Polystore System. SIGMOD Rec. 44 (2) (2015)
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
Towards a unified query language for provenance and versioning. CoRR (2015)
Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang
Collaborative Data Analytics with DataHub. Proc. VLDB Endow. 8 (12) (2015)
Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
Towards a Unified Query Language for Provenance and Versioning. TaPP (2015)
Aaron J. Elmore, Vaibhav Arora, Rebecca Taft, Andrew Pavlo, Divyakant Agrawal, Amr El Abbadi
Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases. SIGMOD Conference (2015)
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
DataHub: Collaborative Data Science & Dataset Version Management at Scale. CIDR (2015)
Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker
E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing. Proc. VLDB Endow. 8 (3) (2014)
Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
DataHub: Collaborative Data Science & Dataset Version Management at Scale. CoRR (2014)
Aaron J. Elmore, Sudipto Das, Alexander Pucher, Divyakant Agrawal, Amr El Abbadi, Xifeng Yan
Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs. SIGMOD Conference (2013)
Aaron J. Elmore, Carlo Curino, Divyakant Agrawal, Amr El Abbadi
Towards Database Virtualization for Database as a Service. Proc. VLDB Endow. 6 (11) (2013)
Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores CoRR (2012)
Divyakant Agrawal, Amr El Abbadi, Beng Chin Ooi, Sudipto Das, Aaron J. Elmore
The evolving landscape of data management in the cloud. Int. J. Comput. Sci. Eng. 7 (1) (2012)
Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. Proc. VLDB Endow. 5 (11) (2012)
Michael Armbrust, Yingyi Bu, Aaron J. Elmore, Rik Farrow, Eugenia Gabrielova, Hatem Mahmoud, Andy Pavlo, Stephen Revilak, Pinar Tözün
14th International Workshop on High Performance Transaction Systems (HPTS). login Usenix Mag. 37 (1) (2012)
Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi
InfoPuzzle: Exploring Group Decision Making in Mobile Peer-to-Peer Databases. Proc. VLDB Endow. 5 (12) (2012)
Divyakant Agrawal, Amr El Abbadi, Sudipto Das, Aaron J. Elmore
Database Scalability, Elasticity, and Autonomy in the Cloud - (Extended Abstract). DASFAA (1) (2011)
Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi
Zephyr: live migration in shared nothing databases for elastic cloud platforms. SIGMOD Conference (2011)