Aaron J. Elmore

98 papers A* 11A 7C 1Journal 50Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Beyond Compression: A Comprehensive Evaluation of Lossless Floating-Point Compression. Proc. VLDB Endow. Kaisei Hishida, Chunwei Liu, John Paparrizos, Aaron J. Elmore
2025	J	`jnl`	Enhancing Transaction Processing through Indirection Skipping. Proc. VLDB Endow. Riki Otaki, Jun Hyuk Chang, Aaron J. Elmore, Goetz Graefe
2025	—	`conf`	Not-So-Bitter Pill to Swallow: Slipstreaming Memory Safe Programming via Rust as part of a Database Systems Course. DataEd@SIGMOD Mohammed Suhail Rehman, Aaron J. Elmore, Raul Castro Fernandez
2025	A	`conf`	Resource-Adaptive Query Execution with Paged Memory Management. CIDR Riki Otaki, Charles Benello, Aaron J. Elmore, Goetz Graefe
2025	J	`jnl`	VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly Detection. CoRR Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2025	J	`jnl`	VUS: effective and efficient accuracy measures for time-series anomaly detection. VLDB J. Paul Boniol, Ashwin K. Krishna, Marine Bruel, Qinghua Liu, Mingyi Huang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin, John Paparrizos
2024	A*	`conf`	AdaEdge: A Dynamic Compression Selection Framework for Resource Constrained Devices. ICDE Chunwei Liu, John Paparrizos, Aaron J. Elmore
2024	A*	`conf`	Riveter: Adaptive Query Suspension and Resumption Framework for Cloud Native Databases. ICDE Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2024	A	`conf`	Towards Resource-adaptive Query Execution in Cloud Native Databases. CIDR Rui Liu, Jun Hyuk Chang, Riki Otaki, Zhe Heng Eng, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2023	J	`jnl`	Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances. Proc. VLDB Endow. John Paparrizos, Kaize Wu, Aaron J. Elmore, Christos Faloutsos, Michael J. Franklin
2023	J	`jnl`	Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. CoRR Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
2023	J	`jnl`	Front Matter. Proc. VLDB Endow. 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
2023	J	`jnl`	How Large Language Models Will Disrupt Data Management. Proc. VLDB Endow. Raul Castro Fernandez, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan, Chenhao Tan
2023	J	`jnl`	Querying Time-Series Data: A Comprehensive Comparison of Distance Measures. IEEE Data Eng. Bull. John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2023	A*	`conf`	Rotary: A Resource Arbitration Framework for Progressive Iterative Analytics. ICDE Rui Liu, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2022	J	`jnl`	Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow. Proc. VLDB Endow. Siyuan Xia, Zhiru Zhu, Chris Zhu, Jinjin Zhao, Kyle Chard, Aaron J. Elmore, Ian T. Foster, Michael J. Franklin, Sanjay Krishnan, Raul Castro Fernandez
2022	A*	`conf`	Fast Adaptive Similarity Search through Variance-Aware Quantization. ICDE John Paparrizos, Ikraduya Edian, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2022	—	`conf`	FuzzyData: A Scalable Workload Generator for Testing Dataframe Workflow Systems. DBTest@SIGMOD Mohammed Suhail Rehman, Aaron J. Elmore
2022	A*	`conf`	Summarizing Sets of Related ML-Driven Recommendations for Improving File Management in Cloud Storage. UIST Will Brackenbury, Kyle Chard, Aaron J. Elmore, Blase Ur
2022	J	`jnl`	Theseus: Navigating the Labyrinth of Time-Series Anomaly Detection. Proc. VLDB Endow. Paul Boniol, John Paparrizos, Yuhao Kang, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2022	J	`jnl`	Volume Under the Surface: A New Accuracy Evaluation Measure for Time-Series Anomaly Detection. Proc. VLDB Endow. John Paparrizos, Paul Boniol, Themis Palpanas, Ruey S. Tsay, Aaron J. Elmore, Michael J. Franklin
2021	J	`jnl`	A Demonstration of Relic: A System for REtrospective Lineage InferenCe of Data Workflows. Proc. VLDB Endow. Mohammed Suhail Rehman, Silu Huang, Aaron J. Elmore
2021	A*	`conf`	CIAO: An Optimization Framework for Client-Assisted Data Loading. ICDE Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan
2021	J	`jnl`	CIAO: An Optimization Framework for Client-Assisted Data Loading. CoRR Cong Ding, Dixin Tang, Xi Liang, Aaron J. Elmore, Sanjay Krishnan
2021	J	`jnl`	Decomposed Bounded Floats for Fast Compression and Queries. Proc. VLDB Endow. Chunwei Liu, Hao Jiang, John Paparrizos, Aaron J. Elmore
2021	A*	`conf`	Files of a Feather Flock Together? Measuring and Modeling How Users Perceive File Similarity in Cloud Storage. SIGIR Will Brackenbury, Galen Harrison, Kyle Chard, Aaron J. Elmore, Blase Ur
2021	—	`conf`	Good to the Last Bit: Data-Driven Encoding with CodecDB. SIGMOD Conference Hao Jiang, Chunwei Liu, John Paparrizos, Andrew A. Chien, Jihong Ma, Aaron J. Elmore
2021	A*	`conf`	KondoCloud: Improving Information Management in Cloud Storage via Recommendations Based on File Similarity. UIST Will Brackenbury, Andrew M. McNutt, Kyle Chard, Aaron J. Elmore, Blase Ur
2021	—	`conf`	Resource-efficient Shared Query Execution via Exploiting Time Slackness. SIGMOD Conference Dixin Tang, Zechao Shang, William W. Ma, Aaron J. Elmore, Sanjay Krishnan
2021	—	`conf`	Understanding and optimizing packed neural network training for hyper-parameter tuning. DEEM@SIGMOD Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2021	A	`conf`	VergeDB: A Database for IoT Analytics on Edge Devices. CIDR John Paparrizos, Chunwei Liu, Bruno Barbarioli, Johnny Hwang, Ikraduya Edian, Aaron J. Elmore, Michael J. Franklin, Sanjay Krishnan
2021	—	`conf`	Version Reconciliation for Collaborative Databases. SoCC Nalin Ranjan, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore
2021	J	`jnl`	Version Reconciliation for Collaborative Databases. CoRR Nalin Ranjan, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan
2020	J	`jnl`	$\varvec{\textsc {Orpheus}}$DB: bolt-on versioning for relational databases (extended version). VLDB J. Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2020	J	`jnl`	CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness. Proc. VLDB Endow. Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	A	`conf`	CrocodileDB: Efficient Database Execution through Intelligent Deferment. CIDR Zechao Shang, Xi Liang, Dixin Tang, Cong Ding, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	—	`conf`	Debunking Four Long-Standing Misconceptions of Time-Series Distance Measures. SIGMOD Conference John Paparrizos, Chunwei Liu, Aaron J. Elmore, Michael J. Franklin
2020	—	`conf`	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. SIGMOD Conference Xi Liang, Zechao Shang, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2020	J	`jnl`	Fast and Reliable Missing Data Contingency Analysis with Predicate-Constraints. CoRR Xi Liang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	J	`jnl`	PIDS: Attribute Decomposition for Improved Compression and Query Performance in Columnar Storage. Proc. VLDB Endow. Hao Jiang, Chunwei Liu, Qi Jin, John Paparrizos, Aaron J. Elmore
2020	J	`jnl`	The Data Station: Combining Data, Compute, and Market Forces. CoRR Raul Castro Fernandez, Kyle Chard, Ben Blaiszik, Sanjay Krishnan, Aaron J. Elmore, Ziad Obermeyer, Josh Risley, Sendhil Mullainathan, Michael J. Franklin, Ian T. Foster
2020	—	`conf`	Thrifty Query Execution via Incrementability. SIGMOD Conference Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2020	J	`jnl`	Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning. CoRR Rui Liu, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	J	`jnl`	Artificial Intelligence in Resource-Constrained and Shared Environments. ACM SIGOPS Oper. Syst. Rev. Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin, John Paparrizos, Zechao Shang, Adam Dziedzic, Rui Liu
2019	A*	`conf`	Band-limited Training and Inference for Convolutional Neural Networks. ICML Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	J	`jnl`	Band-limited Training and Inference for Convolutional Neural Networks. CoRR Adam Dziedzic, John Paparrizos, Sanjay Krishnan, Aaron J. Elmore, Michael J. Franklin
2019	A	`conf`	DeepLens: Towards a Visual Data Management System. CIDR Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore
2019	J	`jnl`	Intermittent Query Processing. Proc. VLDB Endow. Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin
2019	J	`jnl`	MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems. Proc. VLDB Endow. Yu-Shan Lin, Shao-Kan Pi, Meng-Kai Liao, Ching Tsai, Aaron J. Elmore, Shan-Hung Wu
2019	A*	`conf`	Mostly Order Preserving Dictionaries. ICDE Chunwei Liu, McKade Umbenhower, Hao Jiang, Pranav Subramaniam, Jihong Ma, Aaron J. Elmore
2019	J	`jnl`	Opportunistic View Materialization with Deep Reinforcement Learning. CoRR Xi Liang, Aaron J. Elmore, Sanjay Krishnan
2019	—	`ch.`	The BigDAWG polystore system. Making Databases Work Tim Mattson, Jennie Rogers, Aaron J. Elmore
2018	C	`conf`	Boosting data filtering on columnar encoding with SIMD. DaMoN Hao Jiang, Aaron J. Elmore
2018	J	`jnl`	CYADB: A Database that Covers Your Ask. Proc. VLDB Endow. Zechao Shang, Will Brackenbury, Aaron J. Elmore, Michael J. Franklin
2018	—	`ch.`	Data Migration Management. Encyclopedia of Database Systems (2nd ed.) Aaron J. Elmore
2018	—	`conf`	DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis. SIGMOD Conference Günce Su Yilmaz, Tana Wattanawaroon, Liqi Xu, Abhishek Nigam, Aaron J. Elmore, Aditya G. Parameswaran
2018	J	`jnl`	DeepLens: Towards a Visual Data Management System. CoRR Sanjay Krishnan, Adam Dziedzic, Aaron J. Elmore
2018	—	`conf`	Draining the Data Swamp: A Similarity-based Approach. HILDA@SIGMOD Will Brackenbury, Rui Liu, Mainack Mondal, Aaron J. Elmore, Blase Ur, Kyle Chard, Michael J. Franklin
2018	—	`ch.`	Elasticity. Encyclopedia of Database Systems (2nd ed.) Aaron J. Elmore
2018	J	`jnl`	Measuring Swampiness: Quantifying Chaos in Large Heterogeneous Data Repositories. CoRR Luann Jung, Brendan Whitaker, Kyle Chard, Aaron J. Elmore
2018	—	`ch.`	Multitenancy. Encyclopedia of Database Systems (2nd ed.) Aaron J. Elmore
2018	—	`conf`	RushMon: Real-time Isolation Anomalies Monitoring. SIGMOD Conference Zechao Shang, Jeffrey Xu Yu, Aaron J. Elmore
2018	—	`conf`	Toward Coordination-free and Reconfigurable Mixed Concurrency Control. USENIX ATC Dixin Tang, Aaron J. Elmore
2017	—	`conf`	A robust partitioning scheme for ad-hoc query workloads. SoCC Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore
2017	A	`conf`	Adaptive Concurrency Control: Despite the Looking Glass, One Concurrency Control Does Not Fit All. CIDR Dixin Tang, Hao Jiang, Aaron J. Elmore
2017	J	`jnl`	BigDAWG Polystore Release and Demonstration. CoRR Kyle O'Brien, Vijay Gadepally, Jennie Duggan, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Zuohao She, Michael Stonebraker
2017	—	`conf`	BigDAWG version 0.1. HPEC Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
2017	—	`conf`	OrpheusDB: A Lightweight Approach to Relational Dataset Versioning. SIGMOD Conference Liqi Xu, Silu Huang, SiLi Hui, Aaron J. Elmore, Aditya G. Parameswaran
2017	J	`jnl`	OrpheusDB: Bolt-on Versioning for Relational Databases. CoRR Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2017	J	`jnl`	OrpheusDB: Bolt-on Versioning for Relational Databases. Proc. VLDB Endow. Silu Huang, Liqi Xu, Jialin Liu, Aaron J. Elmore, Aditya G. Parameswaran
2017	A*	`conf`	UDP: a programmable accelerator for extract-transform-load workloads and more. MICRO Yuanwei Fang, Chen Zou, Aaron J. Elmore, Andrew A. Chien
2017	J	`jnl`	Version 0.1 of the BigDAWG Polystore System. CoRR Vijay Gadepally, Kyle O'Brien, Adam Dziedzic, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Jennie Rogers, Zuohao She, Michael Stonebraker
2016	J	`jnl`	Clay: Fine-Grained Adaptive Partitioning for General Database Schemas. Proc. VLDB Endow. Marco Serafini, Rebecca Taft, Aaron J. Elmore, Andrew Pavlo, Ashraf Aboulnaga, Michael Stonebraker
2016	—	`conf`	Data transformation and migration in polystores. HPEC Adam Dziedzic, Aaron J. Elmore, Michael Stonebraker
2016	J	`jnl`	Decibel: The Relational Dataset Branching System. Proc. VLDB Endow. Michael Maddox, David Goehring, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran, Amol Deshpande
2016	—	`conf`	Integrating real-time and batch processing in a polystore. HPEC John Meehan, Stan Zdonik, Shaobo Tian, Yulong Tian, Nesime Tatbul, Adam Dziedzic, Aaron J. Elmore
2016	—	`conf`	STeP: Scalable Tenant Placement for Managing Database-as-a-Service Deployments. SoCC Rebecca Taft, Willis Lang, Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, David J. DeWitt
2016	J	`jnl`	The BigDAWG Architecture. CoRR Vijay Gadepally, Jennie Duggan, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2016	J	`jnl`	The BigDAWG Polystore System and Architecture. CoRR Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2016	—	`conf`	The BigDAWG polystore system and architecture. HPEC Vijay Gadepally, Peinan Chen, Jennie Duggan, Aaron J. Elmore, Brandon Haynes, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker
2015	J	`jnl`	A Demonstration of the BigDAWG Polystore System. Proc. VLDB Endow. 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
2015	J	`jnl`	Collaborative Data Analytics with DataHub. Proc. VLDB Endow. Anant P. Bhardwaj, Amol Deshpande, Aaron J. Elmore, David R. Karger, Sam Madden, Aditya G. Parameswaran, Harihar Subramanyam, Eugene Wu, Rebecca Zhang
2015	A	`conf`	DataHub: Collaborative Data Science & Dataset Version Management at Scale. CIDR Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015	—	`conf`	Squall: Fine-Grained Live Reconfiguration for Partitioned Main Memory Databases. SIGMOD Conference Aaron J. Elmore, Vaibhav Arora, Rebecca Taft, Andrew Pavlo, Divyakant Agrawal, Amr El Abbadi
2015	J	`jnl`	The BigDAWG Polystore System. SIGMOD Rec. Jennie Duggan, Aaron J. Elmore, Michael Stonebraker, Magdalena Balazinska, Bill Howe, Jeremy Kepner, Sam Madden, David Maier, Tim Mattson, Stanley B. Zdonik
2015	—	`conf`	Towards a Unified Query Language for Provenance and Versioning. TaPP Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2015	J	`jnl`	Towards a unified query language for provenance and versioning. CoRR Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014	J	`jnl`	DataHub: Collaborative Data Science & Dataset Version Management at Scale. CoRR Anant P. Bhardwaj, Souvik Bhattacherjee, Amit Chavan, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran
2014	J	`jnl`	E-Store: Fine-Grained Elastic Partitioning for Distributed Transaction Processing. Proc. VLDB Endow. Rebecca Taft, Essam Mansour, Marco Serafini, Jennie Duggan, Aaron J. Elmore, Ashraf Aboulnaga, Andrew Pavlo, Michael Stonebraker
2013	—	`conf`	Characterizing tenant behavior for placement and crisis mitigation in multitenant DBMSs. SIGMOD Conference Aaron J. Elmore, Sudipto Das, Alexander Pucher, Divyakant Agrawal, Amr El Abbadi, Xifeng Yan
2013	J	`jnl`	Towards Database Virtualization for Database as a Service. Proc. VLDB Endow. Aaron J. Elmore, Carlo Curino, Divyakant Agrawal, Amr El Abbadi
2012	J	`jnl`	14th International Workshop on High Performance Transaction Systems (HPTS). login Usenix Mag. Michael Armbrust, Yingyi Bu, Aaron J. Elmore, Rik Farrow, Eugenia Gabrielova, Hatem Mahmoud, Andy Pavlo, Stephen Revilak, Pinar Tözün
2012	J	`jnl`	InfoPuzzle: Exploring Group Decision Making in Mobile Peer-to-Peer Databases. Proc. VLDB Endow. Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi
2012	J	`jnl`	Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores CoRR Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
2012	J	`jnl`	Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores. Proc. VLDB Endow. Stacy Patterson, Aaron J. Elmore, Faisal Nawab, Divyakant Agrawal, Amr El Abbadi
2012	J	`jnl`	The evolving landscape of data management in the cloud. Int. J. Comput. Sci. Eng. Divyakant Agrawal, Amr El Abbadi, Beng Chin Ooi, Sudipto Das, Aaron J. Elmore
2011	—	`conf`	Database Scalability, Elasticity, and Autonomy in the Cloud - (Extended Abstract). DASFAA (1) Divyakant Agrawal, Amr El Abbadi, Sudipto Das, Aaron J. Elmore
2011	—	`conf`	Zephyr: live migration in shared nothing databases for elastic cloud platforms. SIGMOD Conference Aaron J. Elmore, Sudipto Das, Divyakant Agrawal, Amr El Abbadi