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Samuel Madden 0001

Samuel R. Madden – Sam Madden 0001

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affiliation: MIT, CSAIL, Cambridge, USA
affiliation (former): University of California at Berkeley, CA, USA

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2024
[j116]
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Jiaming Liang, Lei Cao, Samuel Madden, Zack Ives, Guoliang Li:
RITA: Group Attention is All You Need for Timeseries Analytics. Proc. ACM Manag. Data 2(1): 62:1-62:28 (2024)
[j115]
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Albert Kim, Samuel Madden:
Optimizing Disjunctive Queries with Tagged Execution. Proc. ACM Manag. Data 2(3): 158 (2024)
[j114]
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Huayi Zhang, Binwei Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
MetaStore: Analyzing Deep Learning Meta-Data at Scale. Proc. VLDB Endow. 17(6): 1446-1459 (2024)
[j113]
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Yuhao Deng, Yu Wang, Lei Cao, Lianpeng Qiao, Yuping Wang, Xu Jingzhe, Yizhou Yan, Samuel Madden:
Outlier Summarization via Human Interpretable Rules. Proc. VLDB Endow. 17(7): 1591-1604 (2024)
[j112]
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Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang:
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL. Proc. VLDB Endow. 17(11): 2750-2763 (2024)
[j111]
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Geoffrey X. Yu, Ziniu Wu, Ferdinand Kossmann, Tianyu Li, Markos Markakis, Amadou Latyr Ngom, Samuel Madden, Tim Kraska:
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD. Proc. VLDB Endow. 17(11): 3629-3643 (2024)
[j110]
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Samuel Madden, Michael J. Cafarella, Michael J. Franklin, Tim Kraska:
Databases Unbound: Querying All of the World's Bytes with AI. Proc. VLDB Endow. 17(12): 4546-4554 (2024)
[j109]
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Tianyu Li, Badrish Chandramouli, Samuel Madden:
Performant almost-latch-free data structures using epoch protection in more depth. VLDB J. 33(6): 1793-1812 (2024)
[c174]
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  - conf/aidm/GaoDS024
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Jenny Gao, Jialin Ding, Sivaprasad Sudhir, Samuel Madden:
Learning Bit Allocations for Z-Order Layouts in Analytic Data Systems. aiDM@SIGMOD 2024: 5:1-5:9
[c173]
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Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden:
Serverless State Management Systems. CIDR 2024
[i68]
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  - journals/corr/abs-2401-02563
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Joana M. F. da Trindade, Julian Shun, Samuel Madden, Nesime Tatbul:
Kairos: Efficient Temporal Graph Analytics on a Single Machine. CoRR abs/2401.02563 (2024)
[i67]
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  - journals/corr/abs-2404-09109
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Albert Kim, Samuel Madden:
Optimizing Disjunctive Queries with Tagged Execution. CoRR abs/2404.09109 (2024)
[i66]
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  - journals/corr/abs-2405-14696
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Chunwei Liu, Matthew Russo, Michael J. Cafarella, Lei Cao, Peter Baile Chen, Zui Chen, Michael J. Franklin, Tim Kraska, Samuel Madden, Gerardo Vitagliano:
A Declarative System for Optimizing AI Workloads. CoRR abs/2405.14696 (2024)
[i65]
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  - journals/corr/abs-2406-14424
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Ferdi Kossmann, Ziniu Wu, Alex Turk, Nesime Tatbul, Lei Cao, Samuel Madden:
CascadeServe: Unlocking Model Cascades for Inference Serving. CoRR abs/2406.14424 (2024)
[i64]
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  - journals/corr/abs-2407-15363
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Geoffrey X. Yu, Ziniu Wu, Ferdi Kossmann, Tianyu Li, Markos Markakis, Amadou Ngom, Samuel Madden, Tim Kraska:
Blueprinting the Cloud: Unifying and Automatically Optimizing Cloud Data Infrastructures with BRAD - Extended Version. CoRR abs/2407.15363 (2024)
2023
[j108]
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Lei Cao, Yizhou Yan, Yu Wang, Samuel Madden, Elke A. Rundensteiner:
AutoOD: Automatic Outlier Detection. Proc. ACM Manag. Data 1(1): 20:1-20:27 (2023)
[j107]
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Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden:
FactorJoin: A New Cardinality Estimation Framework for Join Queries. Proc. ACM Manag. Data 1(1): 41:1-41:27 (2023)
[j106]
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Tianyu Li, Badrish Chandramouli, Sebastian Burckhardt, Samuel Madden:
DARQ Matter Binds Everything: Performant and Composable Cloud Programming via Resilient Steps. Proc. ACM Manag. Data 1(2): 117:1-117:27 (2023)
[j105]
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  - journals/pacmmod/GuF00JM023
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Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du:
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1(2): 147:1-147:28 (2023)
[j104]
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Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Michael J. Cafarella, Samuel Madden:
Cackle: Analytical Workload Cost and Performance Stability With Elastic Pools. Proc. ACM Manag. Data 1(4): 233:1-233:25 (2023)
[j103]
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  - journals/pacmmod/MollFMGC23
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Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally, Michael J. Cafarella:
SeeSaw: Interactive Ad-hoc Search Over Image Databases. Proc. ACM Manag. Data 1(4): 260:1-260:26 (2023)
[j102]
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  - journals/pvldb/NegiWKTMMKA23
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Parimarjan Negi, Ziniu Wu, Andreas Kipf, Nesime Tatbul, Ryan Marcus, Sam Madden, Tim Kraska, Mohammad Alizadeh:
Robust Query Driven Cardinality Estimation under Changing Workloads. Proc. VLDB Endow. 16(6): 1520-1533 (2023)
[j101]
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  - journals/pvldb/KossmannWLTCKM23
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Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Sam Madden:
Extract-Transform-Load for Video Streams. Proc. VLDB Endow. 16(9): 2302-2315 (2023)
[j100]
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  - journals/pvldb/SudhirTLHCM23
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Sivaprasad Sudhir, Wenbo Tao, Nikolay Pavlovich Laptev, Cyrille Habis, Michael J. Cafarella, Samuel Madden:
Pando: Enhanced Data Skipping with Logical Data Partitioning. Proc. VLDB Endow. 16(9): 2316-2329 (2023)
[j99]
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  - journals/pvldb/Kraska00MNWY23
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Tim Kraska, Tianyu Li, Samuel Madden, Markos Markakis, Amadou Ngom, Ziniu Wu, Geoffrey X. Yu:
Check Out the Big Brain on BRAD: Simplifying Cloud Data Processing with Learned Automated Data Meshes. Proc. VLDB Endow. 16(11): 3293-3301 (2023)
[j98]
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  - journals/pvldb/Chen0M23
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Zui Chen, Lei Cao, Sam Madden:
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. Proc. VLDB Endow. 16(12): 4074-4077 (2023)
[c172]
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Zui Chen, Zihui Gu, Lei Cao, Ju Fan, Samuel Madden, Nan Tang:
Symphony: Towards Natural Language Query Answering over Multi-modal Data Lakes. CIDR 2023
[c171]
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  - conf/sigmod/AlonsoAKMSR23
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Gustavo Alonso, Natassa Ailamaki, Sailesh Krishnamurthy, Sam Madden, Swami Sivasubramanian, Raghu Ramakrishnan:
Future of Database System Architectures. SIGMOD Conference Companion 2023: 261-262
[i63]
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  - journals/corr/abs-2303-06261
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Yu Wang, Lei Cao, Yizhou Yan, Samuel Madden:
Interpretable Outlier Summarization. CoRR abs/2303.06261 (2023)
[i62]
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  - journals/corr/abs-2306-01926
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Jiaming Liang, Lei Cao, Samuel Madden, Zachary G. Ives, Guoliang Li:
RITA: Group Attention is All You Need for Timeseries Analytics. CoRR abs/2306.01926 (2023)
[i61]
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  - journals/corr/abs-2306-08891
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Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du:
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR abs/2306.08891 (2023)
[i60]
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  - journals/corr/abs-2306-11696
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Zui Chen, Lei Cao, Sam Madden:
RoTaR: Efficient Row-Based Table Representation Learning via Teacher-Student Training. CoRR abs/2306.11696 (2023)
[i59]
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  - journals/corr/abs-2306-11702
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Zui Chen, Lei Cao, Sam Madden:
Lingua Manga: A Generic Large Language Model Centric System for Data Curation. CoRR abs/2306.11702 (2023)
[i58]
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  - journals/corr/abs-2310-00749
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Zui Chen, Lei Cao, Sam Madden, Ju Fan, Nan Tang, Zihui Gu, Zeyuan Shang, Chunwei Liu, Michael J. Cafarella, Tim Kraska:
SEED: Simple, Efficient, and Effective Data Management via Large Language Models. CoRR abs/2310.00749 (2023)
[i57]
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  - journals/corr/abs-2310-04830
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Ferdinand Kossmann, Ziniu Wu, Eugenie Lai, Nesime Tatbul, Lei Cao, Tim Kraska, Samuel Madden:
Extract-Transform-Load for Video Streams. CoRR abs/2310.04830 (2023)
2022
[j97]
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  - journals/pvldb/HofmannVZYCMR22
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Dennis M. Hofmann, Peter M. VanNostrand, Huayi Zhang, Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. Proc. VLDB Endow. 15(12): 3706-3709 (2022)
[c170]
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Samuel Madden, Jialin Ding, Tim Kraska, Sivaprasad Sudhir, David E. Cohen, Timothy G. Mattson, Nesime Tatbul:
Self-Organizing Data Containers. CIDR 2022
[c169]
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Tianyu Li, Badrish Chandramouli, Samuel Madden:
Performant Almost-Latch-Free Data Structures Using Epoch Protection. DaMoN 2022: 1:1-1:10
[c168]
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  - conf/dmah-ws/ThomaeMG22
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Oscar R. Moll Thomae, Sam Madden, Vijay Gadepally:
Ad-hoc Searches on Image Databases. Poly/DMAH@VLDB 2022: 3-9
[c167]
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Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE 2022: 2956-2968
[c166]
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Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. ICDE 2022: 3065-3077
[c165]
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  - conf/sigmod/ShanbhagYYM22
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Anil Shanbhag, Bobbi W. Yogatama, Xiangyao Yu, Samuel Madden:
Tile-based Lightweight Integer Compression in GPU. SIGMOD Conference 2022: 1390-1403
[c164]
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  - conf/sigmod/BastaniM22
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Favyen Bastani, Samuel Madden:
OTIF: Efficient Tracker Pre-processing over Large Video Datasets. SIGMOD Conference 2022: 2091-2104
[i56]
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  - journals/corr/abs-2208-06497
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Oscar R. Moll, Manuel Favela, Samuel Madden, Vijay Gadepally:
SeeSaw: interactive ad-hoc search over image databases. CoRR abs/2208.06497 (2022)
[i55]
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  - journals/corr/abs-2212-05526
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Ziniu Wu, Parimarjan Negi, Mohammad Alizadeh, Tim Kraska, Samuel Madden:
FactorJoin: A New Cardinality Estimation Framework for Join Queries. CoRR abs/2212.05526 (2022)
2021
[j96]
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  - journals/cacm/BastaniHJPAABCM21
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Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Inferring and improving street maps with data-driven automation. Commun. ACM 64(11): 109-117 (2021)
[j95]
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Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden:
Epoch-based Commit and Replication in Distributed OLTP Databases. Proc. VLDB Endow. 14(5): 743-756 (2021)
[j94]
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Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani:
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14(8): 1254-1261 (2021)
[j93]
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Huayi Zhang, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
LANCET: Labeling Complex Data at Scale. Proc. VLDB Endow. 14(11): 2154-2166 (2021)
[j92]
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  - journals/pvldb/0004XYM021
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Lei Cao, Dongqing Xiao, Yizhou Yan, Samuel Madden, Guoliang Li:
ATLANTIC: Making Database Differentially Private and Faster with Accuracy Guarantee. Proc. VLDB Endow. 14(12): 2755-2758 (2021)
[j91]
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  - journals/pvldb/SudhirCM21
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Sivaprasad Sudhir, Michael J. Cafarella, Samuel Madden:
Replicated Layout for In-Memory Database Systems. Proc. VLDB Endow. 15(4): 984-997 (2021)
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Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Updating Street Maps using Changes Detected in Satellite Imagery. SIGSPATIAL/GIS 2021: 53-56
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Favyen Bastani, Sam Madden:
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. ICCV 2021: 11885-11894
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Songtao He, Mohammad Amin Sadeghi, Sanjay Chawla, Mohammad Alizadeh, Hari Balakrishnan, Samuel Madden:
Inferring high-resolution traffic accident risk maps based on satellite imagery and GPS trajectories. ICCV 2021: 11957-11965
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Huayi Zhang, Lei Cao, Peter M. VanNostrand, Samuel Madden, Elke A. Rundensteiner:
ELITE: Robust Deep Anomaly Detection with Meta Gradient. KDD 2021: 2174-2182
[c159]
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Favyen Bastani, Songtao He, Samuel Madden:
Self-Supervised Multi-Object Tracking with Cross-input Consistency. NeurIPS 2021: 13695-13706
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Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Sam Madden:
SkyQuery: an aerial drone video sensing platform. Onward! 2021: 56-67
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Tianyu Li, Badrish Chandramouli, Jose M. Faleiro, Samuel Madden, Donald Kossmann:
Asynchronous Prefix Recoverability for Fast Distributed Stores. SIGMOD Conference 2021: 1090-1102
[i54]
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  - journals/corr/abs-2103-13428
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Songtao He, Favyen Bastani, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden:
TagMe: GPS-Assisted Automatic Object Annotation in Videos. CoRR abs/2103.13428 (2021)
[i53]
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Favyen Bastani, Sam Madden:
MultiScope: Efficient Video Pre-processing for Exploratory Video Analytics. CoRR abs/2103.14695 (2021)
[i52]
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Favyen Bastani, Songtao He, Ziwen Jiang, Osbert Bastani, Michael J. Cafarella, Tim Kraska, Sam Madden:
SkyQuery: An Aerial Drone Video Sensing Platform. CoRR abs/2103.14699 (2021)
[i51]
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  - journals/corr/abs-2110-04690
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Favyen Bastani, Sam Madden:
Beyond Road Extraction: A Dataset for Map Update using Aerial Images. CoRR abs/2110.04690 (2021)
[i50]
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  - journals/corr/abs-2110-06456
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Favyen Bastani, Songtao He, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Updating Street Maps using Changes Detected in Satellite Imagery. CoRR abs/2110.06456 (2021)
[i49]
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  - journals/corr/abs-2111-05943
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Favyen Bastani, Songtao He, Sam Madden:
Self-Supervised Multi-Object Tracking with Cross-Input Consistency. CoRR abs/2111.05943 (2021)
2020
[j90]
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John K. Feser, Sam Madden, Nan Tang, Armando Solar-Lezama:
Deductive optimization of relational data storage. Proc. ACM Program. Lang. 4(OOPSLA): 170:1-170:30 (2020)
[j89]
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Yi Lu, Xiangyao Yu, Lei Cao, Samuel Madden:
Aria: A Fast and Practical Deterministic OLTP Database. Proc. VLDB Endow. 13(11): 2047-2060 (2020)
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Favyen Bastani, Oscar R. Moll, Samuel Madden:
Vaas: Video Analytics At Scale. Proc. VLDB Endow. 13(12): 2877-2880 (2020)
[j87]
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El Kindi Rezig, Ashrita Brahmaroutu, Nesime Tatbul, Mourad Ouzzani, Nan Tang, Timothy G. Mattson, Samuel Madden, Michael Stonebraker:
Debugging Large-Scale Data Science Pipelines using Dagger. Proc. VLDB Endow. 13(12): 2993-2996 (2020)
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Johan Wahlström, Isaac Skog, Peter Händel, Bill Bradley, Samuel Madden, Hari Balakrishnan:
Smartphone Placement Within Vehicles. IEEE Trans. Intell. Transp. Syst. 21(2): 669-679 (2020)
[c156]
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Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi:
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. AAAI 2020: 10965-10972
[c155]
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El Kindi Rezig, Lei Cao, Giovanni Simonini, Maxime Schoemans, Samuel Madden, Nan Tang, Mourad Ouzzani, Michael Stonebraker:
Dagger: A Data (not code) Debugger. CIDR 2020
[c154]
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  - conf/damon/ShanbhagTCM20
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Anil Shanbhag, Nesime Tatbul, David E. Cohen, Samuel Madden:
Large-scale in-memory analytics on Intel^® Optane^™ DC persistent memory. DaMoN 2020: 4:1-4:8
[c153]
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Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi:
Sat2Graph: Road Graph Extraction Through Graph-Tensor Encoding. ECCV (24) 2020: 51-67
[c152]
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  - conf/icde/TrindadeKCMS20
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Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun:
Kaskade: Graph Views for Efficient Graph Analytics. ICDE 2020: 193-204
[c151]
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Songtao He, Favyen Bastani, Arjun Balasingam, Karthik Gopalakrishnan, Ziwen Jiang, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden:
BeeCluster: drone orchestration via predictive optimization. MobiSys 2020: 299-311
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Chengliang Chai, Lei Cao, Guoliang Li, Jian Li, Yuyu Luo, Samuel Madden:
Human-in-the-loop Outlier Detection. SIGMOD Conference 2020: 19-33
[c149]
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Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden:
Starling: A Scalable Query Engine on Cloud Functions. SIGMOD Conference 2020: 131-141
[c148]
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Anil Shanbhag, Samuel Madden, Xiangyao Yu:
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics. SIGMOD Conference 2020: 1617-1632
[c147]
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Favyen Bastani, Songtao He, Arjun Balasingam, Karthik Gopalakrishnan, Mohammad Alizadeh, Hari Balakrishnan, Michael J. Cafarella, Tim Kraska, Sam Madden:
MIRIS: Fast Object Track Queries in Video. SIGMOD Conference 2020: 1907-1921
[c146]
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Huayi Zhang, Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner:
Continuously Adaptive Similarity Search. SIGMOD Conference 2020: 2601-2616
[i48]
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  - journals/corr/abs-2002-00540
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Albert Kim, Atalay Mert Ileri, Sam Madden:
Optimizing Query Predicates with Disjunctions for Column Stores. CoRR abs/2002.00540 (2020)
[i47]
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  - journals/corr/abs-2003-01178
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Anil Shanbhag, Samuel Madden, Xiangyao Yu:
A Study of the Fundamental Performance Characteristics of GPUs and CPUs for Database Analytics (Extended Version). CoRR abs/2003.01178 (2020)
[i46]
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  - journals/corr/abs-2004-13645
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Alana Marzoev, Samuel Madden, M. Frans Kaashoek, Michael J. Cafarella, Jacob Andreas:
Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data. CoRR abs/2004.13645 (2020)
[i45]
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  - journals/corr/abs-2005-09141
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Oscar R. Moll, Favyen Bastani, Sam Madden, Mike Stonebraker, Vijay Gadepally, Tim Kraska:
ExSample: Efficient Searches on Video Repositories through Adaptive Sampling. CoRR abs/2005.09141 (2020)
[i44]
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  - journals/corr/abs-2007-09547
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Songtao He, Favyen Bastani, Satvat Jagwani, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Mohamed M. Elshrif, Samuel Madden, Mohammad Amin Sadeghi:
Sat2Graph: Road Graph Extraction through Graph-Tensor Encoding. CoRR abs/2007.09547 (2020)
[i43]
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  - journals/corr/abs-2012-02469
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Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani:
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR abs/2012.02469 (2020)

2010 – 2019

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What is the meaning of the colors in the publication lists?

2019
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Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy:
Efficient Discovery of Sequence Outlier Patterns. Proc. VLDB Endow. 12(8): 920-932 (2019)
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Yi Lu, Xiangyao Yu, Samuel Madden:
STAR: Scaling Transactions through Asymmetric Replication. Proc. VLDB Endow. 12(11): 1316-1329 (2019)
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El Kindi Rezig, Lei Cao, Michael Stonebraker, Giovanni Simonini, Wenbo Tao, Samuel Madden, Mourad Ouzzani, Nan Tang, Ahmed K. Elmagarmid:
Data Civilizer 2.0: A Holistic Framework for Data Preparation and Analytics. Proc. VLDB Endow. 12(12): 1954-1957 (2019)
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Lei Cao, Wenbo Tao, Sungtae An, Jing Jin, Yizhou Yan, Xiaoyu Liu, Wendong Ge, Adam Sah, Leilani Battle, Jimeng Sun, Remco Chang, M. Brandon Westover, Samuel Madden, Michael Stonebraker:
Smile: A System to Support Machine Learning on EEG Data at Scale. Proc. VLDB Endow. 12(12): 2230-2241 (2019)
[c145]
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Tim Kraska, Mohammad Alizadeh, Alex Beutel, Ed H. Chi, Ani Kristo, Guillaume Leclerc, Samuel Madden, Hongzi Mao, Vikram Nathan:
SageDB: A Learned Database System. CIDR 2019
[c144]
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Xiao Qin, Lei Cao, Elke A. Rundensteiner, Samuel Madden:
Scalable Kernel Density Estimation-based Local Outlier Detection over Large Data Streams. EDBT 2019: 421-432
[c143]
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Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Tappan Morris, M. Frans Kaashoek, Sam Madden:
Towards Multiverse Databases. HotOS 2019: 88-95
[c142]
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Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Unsupervised String Transformation Learning for Entity Consolidation. ICDE 2019: 196-207
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Raul Castro Fernandez, Jisoo Min, Demitri Nava, Samuel Madden:
Lazo: A Cardinality-Based Method for Coupled Estimation of Jaccard Similarity and Containment. ICDE 2019: 1190-1201
[c140]
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Raul Castro Fernandez, Samuel Madden:
Termite: a system for tunneling through heterogeneous data. aiDM@SIGMOD 2019: 7:1-7:8
[c139]
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Mohammad Mahdavi, Ziawasch Abedjan, Raul Castro Fernandez, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Raha: A Configuration-Free Error Detection System. SIGMOD Conference 2019: 865-882
[p9]
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Samuel Madden:
Make it happen: the life of Michael Stonebraker. Making Databases Work 2019: 39-56
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Samuel Madden:
Research contributions of Mike Stonebraker: an overview. Making Databases Work 2019: 181-189
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Stavros Harizopoulos, Daniel J. Abadi, Samuel Madden, Michael Stonebraker:
OLTP through the looking glass, and what we found there. Making Databases Work 2019: 409-439
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Michael Stonebraker, Samuel Madden, Daniel J. Abadi, Stavros Harizopoulos, Nabil Hachem, Pat Helland:
The end of an architectural era: it's time for a complete rewrite. Making Databases Work 2019: 463-489
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Mike Stonebraker, Daniel J. Abadi, Adam Batkin, Xuedong Chen, Mitch Cherniack, Miguel Ferreira, Edmond Lau, Amerson Lin, Sam Madden, Elizabeth J. O'Neil, Patrick E. O'Neil, Alex Rasin, Nga Tran, Stan Zdonik:
C-store: a column-oriented DBMS. Making Databases Work 2019: 491-518
[i42]
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  - journals/corr/abs-1903-00424
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Yi Lu, Xiangyao Yu, Samuel Madden:
SCAR: Strong Consistency using Asynchronous Replication with Minimal Coordination. CoRR abs/1903.00424 (2019)
[i41]
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John K. Feser, Samuel Madden, Nan Tang, Armando Solar-Lezama:
Deductive Optimization of Relational Data Storage. CoRR abs/1903.03229 (2019)
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Raul Castro Fernandez, Samuel Madden:
Termite: A System for Tunneling Through Heterogeneous Data. CoRR abs/1903.05008 (2019)
[i39]
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Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric S. Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan Randall Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar:
SysML: The New Frontier of Machine Learning Systems. CoRR abs/1904.03257 (2019)
[i38]
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Joana M. F. da Trindade, Konstantinos Karanasos, Carlo Curino, Samuel Madden, Julian Shun:
Kaskade: Graph Views for Efficient Graph Analytics. CoRR abs/1906.05162 (2019)
[i37]
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Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. CoRR abs/1906.06574 (2019)
[i36]
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Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
Machine-Assisted Map Editing. CoRR abs/1906.07138 (2019)
[i35]
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  - journals/corr/abs-1910-04869
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Favyen Bastani, Songtao He, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, Mohammad Amin Sadeghi:
Inferring and Improving Street Maps with Data-Driven Automation. CoRR abs/1910.04869 (2019)
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  - journals/corr/abs-1911-11727
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Matthew Perron, Raul Castro Fernandez, David J. DeWitt, Samuel Madden:
Starling: A Scalable Query Engine on Cloud Function Services. CoRR abs/1911.11727 (2019)
[i33]
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Raul Castro Fernandez, Nan Tang, Mourad Ouzzani, Michael Stonebraker, Samuel Madden:
Dataset-On-Demand: Automatic View Search and Presentation for Data Discovery. CoRR abs/1911.11876 (2019)
[i32]
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Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi:
RoadTagger: Robust Road Attribute Inference with Graph Neural Networks. CoRR abs/1912.12408 (2019)
2018
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Manasi Vartak, Samuel Madden:
MODELDB: Opportunities and Challenges in Managing Machine Learning Models. IEEE Data Eng. Bull. 41(4): 16-25 (2018)
[j80]
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Davis W. Blalock, Samuel Madden, John V. Guttag:
Sprintz: Time Series Compression for the Internet of Things. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 93:1-93:23 (2018)
[j79]
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Shoumik Palkar, James Thomas, Deepak Narayanan, Pratiksha Thaker, Rahul Palamuttam, Parimarjan Negi, Anil Shanbhag, Malte Schwarzkopf, Holger Pirk, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia:
Evaluating End-to-End Optimization for Data Analytics Applications in Weld. Proc. VLDB Endow. 11(9): 1002-1015 (2018)
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Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
SWIFT: Mining Representative Patterns from Large Event Streams. Proc. VLDB Endow. 12(3): 265-277 (2018)
[j77]
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Firas Abuzaid, Peter Bailis, Jialin Ding, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri:
MacroBase: Prioritizing Attention in Fast Data. ACM Trans. Database Syst. 43(4): 15:1-15:45 (2018)
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Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden, David J. DeWitt:
RoadTracer: Automatic Extraction of Road Networks From Aerial Images. CVPR 2018: 4720-4728
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Songtao He, Favyen Bastani, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
RoadRunner: improving the precision of road network inference from GPS trajectories. SIGSPATIAL/GIS 2018: 3-12
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Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Sam Madden:
Machine-assisted map editing. SIGSPATIAL/GIS 2018: 23-32
[c135]
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  - conf/hpec/KepnerBEGJ0MMOP18
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Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker:
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. HPEC 2018: 1-8
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Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden:
Extracting Syntactical Patterns from Databases. ICDE 2018: 41-52
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Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. ICDE 2018: 989-1000
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Raul Castro Fernandez, Ziawasch Abedjan, Famien Koko, Gina Yuan, Samuel Madden, Michael Stonebraker:
Aurum: A Data Discovery System. ICDE 2018: 1001-1012
[c131]
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Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE 2018: 1593-1596
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Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Optimally Leveraging Density and Locality for Exploratory Browsing and Sampling. HILDA@SIGMOD 2018: 7:1-7:7
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Manasi Vartak, Joana M. F. da Trindade, Samuel Madden, Matei Zaharia:
MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis. SIGMOD Conference 2018: 1285-1300
[c128]
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Anil Shanbhag, Holger Pirk, Samuel Madden:
Efficient Top-K Query Processing on Massively Parallel Hardware. SIGMOD Conference 2018: 1557-1570
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Amol Deshpande, Carlos Guestrin, Samuel Madden:
Model-Based Querying in Sensor Networks. Encyclopedia of Database Systems (2nd ed.) 2018
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Samuel Madden:
Database Languages for Sensor Networks. Encyclopedia of Database Systems (2nd ed.) 2018
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Samuel Madden:
In-Network Query Processing. Encyclopedia of Database Systems (2nd ed.) 2018
[i31]
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  - journals/corr/abs-1802-03680
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Favyen Bastani, Songtao He, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, David J. DeWitt, Sam Madden:
Unthule: An Incremental Graph Construction Process for Robust Road Map Extraction from Aerial Images. CoRR abs/1802.03680 (2018)
[i30]
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  - journals/corr/abs-1806-03723
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Guillaume Leclerc, Manasi Vartak, Raul Castro Fernandez, Tim Kraska, Samuel Madden:
Smallify: Learning Network Size while Training. CoRR abs/1806.03723 (2018)
[i29]
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  - journals/corr/abs-1807-05308
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Jeremy Kepner, Ron Brightwell, Alan Edelman, Vijay Gadepally, Hayden Jananthan, Michael Jones, Sam Madden, Peter Michaleas, Hamed Okhravi, Kevin T. Pedretti, Albert Reuther, Thomas L. Sterling, Mike Stonebraker:
TabulaROSA: Tabular Operating System Architecture for Massively Parallel Heterogeneous Compute Engines. CoRR abs/1807.05308 (2018)
[i28]
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  - journals/corr/abs-1808-02515
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Davis W. Blalock, Samuel Madden, John V. Guttag:
Sprintz: Time Series Compression for the Internet of Things. CoRR abs/1808.02515 (2018)
[i27]
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  - journals/corr/abs-1811-02059
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Yi Lu, Xiangyao Yu, Samuel Madden:
STAR: Scaling Transactions through Asymmetric Replication. CoRR abs/1811.02059 (2018)
2017
[j76]
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  - journals/pvldb/LuSJM17
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Yi Lu, Anil Shanbhag, Alekh Jindal, Samuel Madden:
AdaptDB: Adaptive Partitioning for Distributed Joins. Proc. VLDB Endow. 10(5): 589-600 (2017)
[j75]
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Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker:
SilkMoth: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. Proc. VLDB Endow. 10(10): 1082-1093 (2017)
[j74]
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José Cambronero, John K. Feser, Micah J. Smith, Samuel Madden:
Query Optimization for Dynamic Imputation. Proc. VLDB Endow. 10(11): 1310-1321 (2017)
[j73]
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Oscar R. Moll, Aaron Zalewski, Sudeep Pillai, Samuel Madden, Michael Stonebraker, Vijay Gadepally:
Exploring big volume sensor data with Vroom. Proc. VLDB Endow. 10(12): 1973-1976 (2017)
[j72]
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  - journals/pvldb/SinghMEMPQST17
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Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang:
Synthesizing Entity Matching Rules by Examples. Proc. VLDB Endow. 11(2): 189-202 (2017)
[c127]
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Dong Deng, Raul Castro Fernandez, Ziawasch Abedjan, Sibo Wang, Michael Stonebraker, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Nan Tang:
The Data Civilizer System. CIDR 2017
[c126]
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Samuel Madden:
We Are Boring. CIDR 2017
[c125]
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  - conf/cloud/ShanbhagJMQE17
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Anil Shanbhag, Alekh Jindal, Samuel Madden, Jorge-Arnulfo Quiané-Ruiz, Aaron J. Elmore:
A robust partitioning scheme for ad-hoc query workloads. SoCC 2017: 229-241
[c124]
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  - conf/hpec/GadepallyODEKMM17
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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: 1-7
[c123]
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Peter Bailis, Edward Gan, Samuel Madden, Deepak Narayanan, Kexin Rong, Sahaana Suri:
MacroBase: Prioritizing Attention in Fast Data. SIGMOD Conference 2017: 541-556
[c122]
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  - conf/sigmod/0002MEMPQS017
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Rohit Singh, Venkata Vamsikrishna Meduri, Ahmed K. Elmagarmid, Samuel Madden, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Armando Solar-Lezama, Nan Tang:
Generating Concise Entity Matching Rules. SIGMOD Conference 2017: 1635-1638
[c121]
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Raul Castro Fernandez, Dong Deng, Essam Mansour, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
A Demo of the Data Civilizer System. SIGMOD Conference 2017: 1639-1642
[i26]
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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 abs/1701.05799 (2017)
[i25]
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Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz, Samuel Madden:
INGESTBASE: A Declarative Data Ingestion System. CoRR abs/1701.06093 (2017)
[i24]
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Dong Deng, Albert Kim, Samuel Madden, Michael Stonebraker:
SILKMOTH: An Efficient Method for Finding Related Sets with Maximum Matching Constraints. CoRR abs/1704.04738 (2017)
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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 abs/1707.00721 (2017)
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Shoumik Palkar, James Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia:
Weld: Rethinking the Interface Between Data-Intensive Applications. CoRR abs/1709.06416 (2017)
[i21]
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Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Entity Consolidation: The Golden Record Problem. CoRR abs/1709.10436 (2017)
[i20]
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Andrew Ilyas, Joana M. F. da Trindade, Raul Castro Fernandez, Samuel Madden:
Extracting Syntactic Patterns from Databases. CoRR abs/1710.11528 (2017)
2016
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Daniel Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman report on database research. Commun. ACM 59(2): 92-99 (2016)
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Sam Madden:
Technical Perspective: Mesa takes data warehousing to new heights. Commun. ACM 59(7): 116 (2016)
[j69]
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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): 624-635 (2016)
[j68]
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Anil Shanbhag, Alekh Jindal, Yi Lu, Samuel Madden:
Amoeba: A Shape changing Storage System for Big Data. Proc. VLDB Endow. 9(13): 1569-1572 (2016)
[j67]
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Holger Pirk, Oscar R. Moll, Matei Zaharia, Sam Madden:
Voodoo - A Vector Algebra for Portable Database Performance on Modern Hardware. Proc. VLDB Endow. 9(14): 1707-1718 (2016)
[j66]
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Stavros Papadopoulos, Kushal Datta, Samuel Madden, Timothy G. Mattson:
The TileDB Array Data Storage Manager. Proc. VLDB Endow. 10(4): 349-360 (2016)
[j65]
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Manasi Vartak, Silu Huang, Tarique Siddiqui, Samuel Madden, Aditya G. Parameswaran:
Towards Visualization Recommendation Systems. SIGMOD Rec. 45(4): 34-39 (2016)
[j64]
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Alvin Cheung, Samuel Madden, Armando Solar-Lezama:
Sloth: Being Lazy Is a Virtue (When Issuing Database Queries). ACM Trans. Database Syst. 41(2): 8:1-8:42 (2016)
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Manasi Vartak, Venkatesh Raghavan, Elke A. Rundensteiner, Samuel Madden:
Refinement Driven Processing of Aggregation Constrained Queries. EDBT 2016: 101-112
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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: 1-6
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Raul Castro Fernandez, Ziawasch Abedjan, Samuel Madden, Michael Stonebraker:
Towards large-scale data discovery: position paper. ExploreDB@SIGMOD/PODS 2016: 3-5
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Manasi Vartak, Harihar Subramanyam, Wei-En Lee, Srinidhi Viswanathan, Saadiyah Husnoo, Samuel Madden, Matei Zaharia:
ModelDB: a system for machine learning model management. HILDA@SIGMOD 2016: 14
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Holger Pirk, Oscar R. Moll, Sam Madden:
What Makes a Good Physical plan?: Experiencing Hardware-Conscious Query Optimization with Candomblé. SIGMOD Conference 2016: 2149-2152
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Anil Shanbhag, Holger Pirk, Sam Madden:
Locality-Adaptive Parallel Hash Joins Using Hardware Transactional Memory. ADMS/IMDM@VLDB 2016: 118-133
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Ugur Çetintemel, Daniel J. Abadi, Yanif Ahmad, Hari Balakrishnan, Magdalena Balazinska, Mitch Cherniack, Jeong-Hyon Hwang, Samuel Madden, Anurag Maskey, Alexander Rasin, Esther Ryvkina, Mike Stonebraker, Nesime Tatbul, Ying Xing, Stan Zdonik:
The Aurora and Borealis Stream Processing Engines. Data Stream Management 2016: 337-359
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Daniel Abadi, Samuel Madden, Wolfgang Lindner:
Sensor Network Integration with Streaming Database Systems. Data Stream Management 2016: 409-428
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Fatma Özcan, Georgia Koutrika, Sam Madden:
Proceedings of the 2016 International Conference on Management of Data, SIGMOD Conference 2016, San Francisco, CA, USA, June 26 - July 01, 2016. ACM 2016, ISBN 978-1-4503-3531-7 [contents]
[i19]
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Vijay Gadepally, Jennie Duggan, Aaron J. Elmore, Jeremy Kepner, Samuel Madden, Tim Mattson, Michael Stonebraker:
The BigDAWG Architecture. CoRR abs/1602.08791 (2016)
[i18]
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Peter Bailis, Deepak Narayanan, Samuel Madden:
MacroBase: Analytic Monitoring for the Internet of Things. CoRR abs/1603.00567 (2016)
[i17]
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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 abs/1609.07548 (2016)
[i16]
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Albert Kim, Liqi Xu, Tarique Siddiqui, Silu Huang, Samuel Madden, Aditya G. Parameswaran:
Speedy Browsing and Sampling with NeedleTail. CoRR abs/1611.04705 (2016)
2015
[j63]
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Albert Kim, Eric Blais, Aditya G. Parameswaran, Piotr Indyk, Samuel Madden, Ronitt Rubinfeld:
Rapid Sampling for Visualizations with Ordering Guarantees. Proc. VLDB Endow. 8(5): 521-532 (2015)
[j62]
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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): 1908-1911 (2015)
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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): 1916-1919 (2015)
[j60]
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John Meehan, Nesime Tatbul, Stan Zdonik, Cansu Aslantas, Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, Andrew Pavlo, Michael Stonebraker, Kristin Tufte, Hao Wang:
S-Store: Streaming Meets Transaction Processing. Proc. VLDB Endow. 8(13): 2134-2145 (2015)
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Manasi Vartak, Sajjadur Rahman, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis:
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics. Proc. VLDB Endow. 8(13): 2182-2193 (2015)
[j58]
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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): 11-16 (2015)
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Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu:
Graph analytics using vertica relational database. IEEE BigData 2015: 1191-1200
[c113]
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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
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Samuel Madden:
Interactive data analytics: the new frontier. SoCC 2015: 1
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Holger Pirk, Sam Madden, Mike Stonebraker:
By their fruits shall ye know them: A Data Analyst's Perspective on Massively Parallel System Design. DaMoN 2015: 5:1-5:6
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Zuhair Khayyat, Ihab F. Ilyas, Alekh Jindal, Samuel Madden, Mourad Ouzzani, Paolo Papotti, Jorge-Arnulfo Quiané-Ruiz, Nan Tang, Si Yin:
BigDansing: A System for Big Data Cleansing. SIGMOD Conference 2015: 1215-1230
[c109]
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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
[i15]
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John Meehan, Nesime Tatbul, Stanley B. Zdonik, Cansu Aslantas, Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, Andrew Pavlo, Michael Stonebraker, Kristin Tufte, Hao Wang:
S-Store: Streaming Meets Transaction Processing. CoRR abs/1503.01143 (2015)
[i14]
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Amit Chavan, Silu Huang, Amol Deshpande, Aaron J. Elmore, Samuel Madden, Aditya G. Parameswaran:
Towards a unified query language for provenance and versioning. CoRR abs/1506.04815 (2015)
2014
[j57]
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Alvin Cheung, Samuel Madden, Armando Solar-Lezama, Owen Arden, Andrew C. Myers:
Using Program Analysis to Improve Database Applications. IEEE Data Eng. Bull. 37(1): 48-59 (2014)
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Eugene Wu, Leilani Battle, Samuel Madden:
The Case for Data Visualization Management Systems. Proc. VLDB Endow. 7(10): 903-906 (2014)
[j55]
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Manasi Vartak, Samuel Madden, Aditya G. Parameswaran, Neoklis Polyzotis:
SEEDB: Automatically Generating Query Visualizations. Proc. VLDB Endow. 7(13): 1581-1584 (2014)
[j54]
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Ugur Çetintemel, Jiang Du, Tim Kraska, Samuel Madden, David Maier, John Meehan, Andrew Pavlo, Michael Stonebraker, Erik Sutherland, Nesime Tatbul, Kristin Tufte, Hao Wang, Stanley B. Zdonik:
S-Store: A Streaming NewSQL System for Big Velocity Applications. Proc. VLDB Endow. 7(13): 1633-1636 (2014)
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Alekh Jindal, Praynaa Rawlani, Eugene Wu, Samuel Madden, Amol Deshpande, Mike Stonebraker:
VERTEXICA: Your Relational Friend for Graph Analytics! Proc. VLDB Endow. 7(13): 1669-1672 (2014)
[j52]
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Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden:
Scaling Up Crowd-Sourcing to Very Large Datasets: A Case for Active Learning. Proc. VLDB Endow. 8(2): 125-136 (2014)
[j51]
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Daniel J. Abadi, Rakesh Agrawal, Anastasia Ailamaki, Magdalena Balazinska, Philip A. Bernstein, Michael J. Carey, Surajit Chaudhuri, Jeffrey Dean, AnHai Doan, Michael J. Franklin, Johannes Gehrke, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, H. V. Jagadish, Donald Kossmann, Samuel Madden, Sharad Mehrotra, Tova Milo, Jeffrey F. Naughton, Raghu Ramakrishnan, Volker Markl, Christopher Olston, Beng Chin Ooi, Christopher Ré, Dan Suciu, Michael Stonebraker, Todd Walter, Jennifer Widom:
The Beckman Report on Database Research. SIGMOD Rec. 43(3): 61-70 (2014)
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Alekh Jindal, Samuel Madden:
GRAPHiQL: A graph intuitive query language for relational databases. IEEE BigData 2014: 441-450
[c107]
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Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang:
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling. HCOMP 2014: 2-10
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Nirmesh Malviya, Ariel Weisberg, Samuel Madden, Michael Stonebraker:
Rethinking main memory OLTP recovery. ICDE 2014: 604-615
[c105]
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Rebecca Taft, Manasi Vartak, Nadathur Rajagopalan Satish, Narayanan Sundaram, Samuel Madden, Michael Stonebraker:
GenBase: a complex analytics genomics benchmark. SIGMOD Conference 2014: 177-188
[c104]
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Sameer Agarwal, Henry Milner, Ariel Kleiner, Ameet Talwalkar, Michael I. Jordan, Samuel Madden, Barzan Mozafari, Ion Stoica:
Knowing when you're wrong: building fast and reliable approximate query processing systems. SIGMOD Conference 2014: 481-492
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Alvin Cheung, Samuel Madden, Armando Solar-Lezama:
Sloth: being lazy is a virtue (when issuing database queries). SIGMOD Conference 2014: 931-942
[i13]
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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 abs/1409.0798 (2014)
[i12]
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Anant P. Bhardwaj, Juho Kim, Steven Dow, David R. Karger, Sam Madden, Rob Miller, Haoqi Zhang:
Attendee-Sourcing: Exploring The Design Space of Community-Informed Conference Scheduling. CoRR abs/1409.6680 (2014)
[i11]
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Albert Kim, Eric Blais, Aditya G. Parameswaran, Piotr Indyk, Sam Madden, Ronitt Rubinfeld:
Rapid Sampling for Visualizations with Ordering Guarantees. CoRR abs/1412.3040 (2014)
[i10]
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Alekh Jindal, Samuel Madden, Malú Castellanos, Meichun Hsu:
Graph Analytics using the Vertica Relational Database. CoRR abs/1412.5263 (2014)
2013
[j50]
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Daniel Abadi, Peter A. Boncz, Stavros Harizopoulos, Stratos Idreos, Samuel Madden:
The Design and Implementation of Modern Column-Oriented Database Systems. Found. Trends Databases 5(3): 197-280 (2013)
[j49]
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Stephen Tu, M. Frans Kaashoek, Samuel Madden, Nickolai Zeldovich:
Processing Analytical Queries over Encrypted Data. Proc. VLDB Endow. 6(5): 289-300 (2013)
[j48]
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Eugene Wu, Samuel Madden:
Scorpion: Explaining Away Outliers in Aggregate Queries. Proc. VLDB Endow. 6(8): 553-564 (2013)
[j47]
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Narayanan Sundaram, Aizana Turmukhametova, Nadathur Satish, Todd Mostak, Piotr Indyk, Samuel Madden, Pradeep Dubey:
Streaming Similarity Search over one Billion Tweets using Parallel Locality-Sensitive Hashing. Proc. VLDB Endow. 6(14): 1930-1941 (2013)
[j46]
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Michael Stonebraker, Sam Madden, Pradeep Dubey:
Intel "big data" science and technology center vision and execution plan. SIGMOD Rec. 42(1): 44-49 (2013)
[c102]
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Alvin Cheung, Lenin Ravindranath, Eugene Wu, Samuel Madden, Hari Balakrishnan:
Mobile applications need targeted micro-updates. APSys 2013: 8:1-8:6
[c101]
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Alvin Cheung, Owen Arden, Samuel Madden, Armando Solar-Lezama, Andrew C. Myers:
StatusQuo: Making Familiar Abstractions Perform Using Program Analysis. CIDR 2013
[c100]
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Barzan Mozafari, Carlo Curino, Samuel Madden:
DBSeer: Resource and Performance Prediction for Building a Next Generation Database Cloud. CIDR 2013
[c99]
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Eugene Wu, Adam Marcus, Sam Madden:
Data in Context: Aiding News Consumers while Taming Dataspaces. DBCrowd 2013: 47-50
[c98]
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Sameer Agarwal, Barzan Mozafari, Aurojit Panda, Henry Milner, Samuel Madden, Ion Stoica:
BlinkDB: queries with bounded errors and bounded response times on very large data. EuroSys 2013: 29-42
[c97]
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Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden, Alan D. Fekete:
MDCC: multi-data center consistency. EuroSys 2013: 113-126
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Eugene Wu, Samuel Madden, Michael Stonebraker:
SubZero: A fine-grained lineage system for scientific databases. ICDE 2013: 865-876
[c95]
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Alvin Cheung, Armando Solar-Lezama, Samuel Madden:
Optimizing database-backed applications with query synthesis. PLDI 2013: 3-14
[c94]
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Barzan Mozafari, Carlo Curino, Alekh Jindal, Samuel Madden:
Performance and resource modeling in highly-concurrent OLTP workloads. SIGMOD Conference 2013: 301-312
[c93]
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Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers:
Speeding up database applications with Pyxis. SIGMOD Conference 2013: 969-972
[c92]
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Manasi Vartak, Samuel Madden:
CHIC: a combination-based recommendation system. SIGMOD Conference 2013: 981-984
[c91]
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Alekh Jindal, Jorge-Arnulfo Quiané-Ruiz, Samuel Madden:
CARTILAGE: adding flexibility to the Hadoop skeleton. SIGMOD Conference 2013: 1057-1060
[c90]
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Stephen Tu, Wenting Zheng, Eddie Kohler, Barbara Liskov, Samuel Madden:
Speedy transactions in multicore in-memory databases. SOSP 2013: 18-32
2012
[j45]
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Martin Grund, Philippe Cudré-Mauroux, Jens Krüger, Samuel Madden, Hasso Plattner:
An overview of HYRISE - a Main Memory Hybrid Storage Engine. IEEE Data Eng. Bull. 35(1): 52-57 (2012)
[j44]
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Sam Madden:
From Databases to Big Data. IEEE Internet Comput. 16(3): 4-6 (2012)
[j43]
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Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers:
Automatic Partitioning of Database Applications. Proc. VLDB Endow. 5(11): 1471-1482 (2012)
[j42]
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Eugene Wu, Samuel Madden, Michael Stonebraker:
A Demonstration of DBWipes: Clean as You Query. Proc. VLDB Endow. 5(12): 1894-1897 (2012)
[j41]
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Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Anand P. Iyer, Samuel Madden, Ion Stoica:
Blink and It's Done: Interactive Queries on Very Large Data. Proc. VLDB Endow. 5(12): 1902-1905 (2012)
[j40]
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Adam Marcus, David R. Karger, Samuel Madden, Rob Miller, Sewoong Oh:
Counting with the Crowd. Proc. VLDB Endow. 6(2): 109-120 (2012)
[c89]
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Alvin Cheung, Armando Solar-Lezama, Samuel Madden:
Using program synthesis for social recommendations. CIKM 2012: 1732-1736
[c88]
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Manas Mittal, Wei Wu, Steve Rubin, Sam Madden, Björn Hartmann:
Bribecaster: documenting bribes through community participation. CSCW (Companion) 2012: 171-174
[c87]
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Aubrey Tatarowicz, Carlo Curino, Evan P. C. Jones, Sam Madden:
Lookup Tables: Fine-Grained Partitioning for Distributed Databases. ICDE 2012: 102-113
[c86]
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Adam Seering, Philippe Cudré-Mauroux, Samuel Madden, Michael Stonebraker:
Efficient Versioning for Scientific Array Databases. ICDE 2012: 1013-1024
[c85]
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  - conf/mobisys/ChunCSSMR12
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Byung-Gon Chun, Carlo Curino, Russell Sears, Alexander Shraer, Samuel Madden, Raghu Ramakrishnan:
Mobius: unified messaging and data serving for mobile apps. MobiSys 2012: 141-154
[c84]
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Lenin Ravindranath, Tiffany Yu-Han Chen, Somak Das, Raluca Ifrim, Hari Balakrishnan, Samuel Madden:
Demo: code in the air - simplifying tasking on smartphones. MobiSys 2012: 475-476
[c83]
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Sihem Amer-Yahia, Samreen Anjum, Amira Ghenai, Aysha Siddique, Sofiane Abbar, Sam Madden, Adam Marcus, Mohammed El-Haddad:
MAQSA: a system for social analytics on news. SIGMOD Conference 2012: 653-656
[c82]
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Lenin Ravindranath, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden:
Code in the air: simplifying sensing and coordination tasks on smartphones. HotMobile 2012: 4
[i9]
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Sameer Agarwal, Aurojit Panda, Barzan Mozafari, Samuel Madden, Ion Stoica:
BlinkDB: Queries with Bounded Errors and Bounded Response Times on Very Large Data. CoRR abs/1203.5485 (2012)
[i8]
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Tim Kraska, Gene Pang, Michael J. Franklin, Samuel Madden:
MDCC: Multi-Data Center Consistency. CoRR abs/1203.6049 (2012)
[i7]
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Alvin Cheung, Owen Arden, Samuel Madden, Andrew C. Myers:
Automatic Partitioning of Database Applications. CoRR abs/1208.0271 (2012)
[i6]
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Alvin Cheung, Armando Solar-Lezama, Samuel Madden:
Inferring SQL Queries Using Program Synthesis. CoRR abs/1208.2013 (2012)
[i5]
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Alvin Cheung, Armando Solar-Lezama, Samuel Madden:
Using Program Synthesis for Social Recommendations. CoRR abs/1208.2925 (2012)
[i4]
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Barzan Mozafari, Purnamrita Sarkar, Michael J. Franklin, Michael I. Jordan, Samuel Madden:
Active Learning for Crowd-Sourced Databases. CoRR abs/1209.3686 (2012)
[i3]
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Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Rob Miller:
Sorting it All Out with Humans in the Loop. Tiny Trans. Comput. Sci. 1 (2012)
2011
[j39]
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Sejoon Lim, Hari Balakrishnan, David Gifford, Samuel Madden, Daniela Rus:
Stochastic motion planning and applications to traffic. Int. J. Robotics Res. 30(6): 699-712 (2011)
[j38]
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Amber Feng, Michael J. Franklin, Donald Kossmann, Tim Kraska, Samuel Madden, Sukriti Ramesh, Andrew Wang, Reynold Xin:
CrowdDB: Query Processing with the VLDB Crowd. Proc. VLDB Endow. 4(12): 1387-1390 (2011)
[j37]
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Martin Grund, Philippe Cudré-Mauroux, Samuel Madden:
A Demonstration of HYRISE - A Main Memory Hybrid Storage Engine. Proc. VLDB Endow. 4(12): 1434-1437 (2011)
[j36]
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Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller:
Human-powered Sorts and Joins. Proc. VLDB Endow. 5(1): 13-24 (2011)
[j35]
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Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller:
Processing and visualizing the data in tweets. SIGMOD Rec. 40(4): 21-27 (2011)
[c81]
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Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller:
Twitinfo: aggregating and visualizing microblogs for event exploration. CHI 2011: 227-236
[c80]
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Eugene Wu, Carlo Curino, Samuel Madden:
No bits left behind. CIDR 2011: 187-190
[c79]
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Adam Marcus, Eugene Wu, Samuel Madden, Robert C. Miller:
Crowdsourced Databases: Query Processing with People. CIDR 2011: 211-214
[c78]
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Carlo Curino, Evan P. C. Jones, Raluca A. Popa, Nirmesh Malviya, Eugene Wu, Samuel Madden, Hari Balakrishnan, Nickolai Zeldovich:
Relational Cloud: a Database Service for the cloud. CIDR 2011: 235-240
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Nirmesh Malviya, Samuel Madden, Arnab Bhattacharya:
A continuous query system for dynamic route planning. ICDE 2011: 792-803
[c76]
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Eugene Wu, Samuel Madden:
Partitioning techniques for fine-grained indexing. ICDE 2011: 1127-1138
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Priya Gupta, Nickolai Zeldovich, Samuel Madden:
A Trigger-Based Middleware Cache for ORMs. Middleware 2011: 329-349
[c74]
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Arvind Thiagarajan, Lenin Ravindranath, Hari Balakrishnan, Samuel Madden, Lewis Girod:
Accurate, Low-Energy Trajectory Mapping for Mobile Devices. NSDI 2011
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Alvin Cheung, Arvind Thiagarajan, Samuel Madden:
Automatically generating interesting events with LifeJoin. SenSys 2011: 411-412
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  - conf/sigmod/CurinoJMB11
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Carlo Curino, Evan P. C. Jones, Samuel Madden, Hari Balakrishnan:
Workload-aware database monitoring and consolidation. SIGMOD Conference 2011: 313-324
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Adam Marcus, Michael S. Bernstein, Osama Badar, David R. Karger, Samuel Madden, Robert C. Miller:
Tweets as data: demonstration of TweeQL and Twitinfo. SIGMOD Conference 2011: 1259-1262
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Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller:
Demonstration of Qurk: a query processor for humanoperators. SIGMOD Conference 2011: 1315-1318
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Alvin Cheung, Armando Solar-Lezama, Samuel Madden:
Partial replay of long-running applications. SIGSOFT FSE 2011: 135-145
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Adam Marcus, Eugene Wu, David R. Karger, Samuel Madden, Robert C. Miller:
Human-powered Sorts and Joins. CoRR abs/1109.6881 (2011)
2010
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Michael Stonebraker, Daniel J. Abadi, David J. DeWitt, Samuel Madden, Erik Paulson, Andrew Pavlo, Alexander Rasin:
MapReduce and parallel DBMSs: friends or foes? Commun. ACM 53(1): 64-71 (2010)
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Samuel Madden:
Database Abstractions for Managing Sensor Network Data. Proc. IEEE 98(11): 1879-1886 (2010)
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Carlo Curino, Yang Zhang, Evan P. C. Jones, Samuel Madden:
Schism: a Workload-Driven Approach to Database Replication and Partitioning. Proc. VLDB Endow. 3(1): 48-57 (2010)
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Hideaki Kimura, Samuel Madden, Stanley B. Zdonik:
UPI: A Primary Index for Uncertain Databases. Proc. VLDB Endow. 3(1): 630-637 (2010)
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Hideaki Kimura, George Huo, Alexander Rasin, Samuel Madden, Stanley B. Zdonik:
CORADD: Correlation Aware Database Designer for Materialized Views and Indexes. Proc. VLDB Endow. 3(1): 1103-1113 (2010)
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Martin Grund, Jens Krüger, Hasso Plattner, Alexander Zeier, Philippe Cudré-Mauroux, Samuel Madden:
HYRISE - A Main Memory Hybrid Storage Engine. Proc. VLDB Endow. 4(2): 105-116 (2010)
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Lenin Ravindranath, Calvin C. Newport, Hari Balakrishnan, Samuel Madden:
"Extra-sensory perception" for wireless networks. HotNets 2010: 5
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Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden:
TrajStore: An adaptive storage system for very large trajectory data sets. ICDE 2010: 109-120
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Christopher Yang, Christine Yen, Ceryen Tan, Samuel R. Madden:
Osprey: Implementing MapReduce-style fault tolerance in a shared-nothing distributed database. ICDE 2010: 657-668
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Stavros Harizopoulos, Tassos Argyros, Peter A. Boncz, Dan Dietterich, Samuel Madden, Florian M. Waas:
Database architecture (R)evolution: New hardware vs. new software. ICDE 2010: 1210
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Dan R. K. Ports, Austin T. Clements, Irene Zhang, Samuel Madden, Barbara Liskov:
Transactional Consistency and Automatic Management in an Application Data Cache. OSDI 2010: 279-292
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Tim Kaler, John Patrick Lynch, Timothy Peng, Lenin Ravindranath, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden:
Code in the air: simplifying sensing on smartphones. SenSys 2010: 407-408
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Evan P. C. Jones, Daniel J. Abadi, Samuel Madden:
Low overhead concurrency control for partitioned main memory databases. SIGMOD Conference 2010: 603-614
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Edward Benson, Adam Marcus, David R. Karger, Samuel Madden:
Sync kit: a persistent client-side database caching toolkit for data intensive websites. WWW 2010: 121-130

2000 – 2009

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What is the meaning of the colors in the publication lists?

2009
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Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. Commun. ACM 52(6): 56-65 (2009)
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Hideaki Kimura, George Huo, Alexander Rasin, Samuel Madden, Stanley B. Zdonik:
Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies. Proc. VLDB Endow. 2(1): 1222-1233 (2009)
[j26]
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Philippe Cudré-Mauroux, Hideaki Kimura, Kian-Tat Lim, Jennie Rogers, Roman Simakov, Emad Soroush, Pavel E. Velikhov, Daniel L. Wang, Magdalena Balazinska, Jacek Becla, David J. DeWitt, Bobbi Heath, David Maier, Samuel Madden, Jignesh M. Patel, Michael Stonebraker, Stanley B. Zdonik:
A Demonstration of SciDB: A Science-Oriented DBMS. Proc. VLDB Endow. 2(2): 1534-1537 (2009)
[j25]
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Eugene Wu, Philippe Cudré-Mauroux, Samuel Madden:
Demonstration of the TrajStore System. Proc. VLDB Endow. 2(2): 1554-1557 (2009)
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Daniel J. Abadi, Michael J. Cafarella, Joseph M. Hellerstein, Donald Kossmann, Samuel Madden, Philip A. Bernstein:
How Best to Build Web-Scale Data Managers? A Panel Discussion. Proc. VLDB Endow. 2(2): 1647 (2009)
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Daniel J. Abadi, Adam Marcus, Samuel Madden, Kate Hollenbach:
SW-Store: a vertically partitioned DBMS for Semantic Web data management. VLDB J. 18(2): 385-406 (2009)
[c60]
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Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden:
The Case for RodentStore: An Adaptive, Declarative Storage System. CIDR 2009
[c59]
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Ryan Newton, Sivan Toledo, Lewis Girod, Hari Balakrishnan, Samuel Madden:
Wishbone: Profile-based Partitioning for Sensornet Applications. NSDI 2009: 395-408
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Arvind Thiagarajan, Lenin Ravindranath, Katrina LaCurts, Samuel Madden, Hari Balakrishnan, Sivan Toledo, Jakob Eriksson:
VTrack: accurate, energy-aware road traffic delay estimation using mobile phones. SenSys 2009: 85-98
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Andrew Pavlo, Erik Paulson, Alexander Rasin, Daniel J. Abadi, David J. DeWitt, Samuel Madden, Michael Stonebraker:
A comparison of approaches to large-scale data analysis. SIGMOD Conference 2009: 165-178
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Yuan Mei, Samuel Madden:
ZStream: a cost-based query processor for adaptively detecting composite events. SIGMOD Conference 2009: 193-206
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Tingjian Ge, Stanley B. Zdonik, Samuel Madden:
Top-k queries on uncertain data: on score distribution and typical answers. SIGMOD Conference 2009: 375-388
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Tore Risch, Samuel Madden, Hari Balakrishnan, Lewis Girod, Ryan Newton, Milena Ivanova, Erik Zeitler, Johannes Gehrke, Biswanath Panda, Mirek Riedewald:
Analyzing Data Streams in Scientific Applications. Scientific Data Management 2009
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Samuel Madden:
Database Languages for Sensor Networks. Encyclopedia of Database Systems 2009: 710-714
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Samuel Madden:
In-Network Query Processing. Encyclopedia of Database Systems 2009: 1538-1543
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Amol Deshpande, Carlos Guestrin, Samuel Madden:
Model-based Querying in Sensor Networks. Encyclopedia of Database Systems 2009: 1764-1768
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Philippe Cudré-Mauroux, Eugene Wu, Samuel Madden:
The Case for RodentStore, an Adaptive, Declarative Storage System. CoRR abs/0909.1779 (2009)
2008
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Philip Alexander Levis, Eric A. Brewer, David E. Culler, David Gay, Samuel Madden, Neil Patel, Joseph Polastre, Scott Shenker, Robert Szewczyk, Alec Woo:
The emergence of a networking primitive in wireless sensor networks. Commun. ACM 51(7): 99-106 (2008)
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Samuel Madden, Philip Alexander Levis:
Mesh Networking Research and Technology for Multihop Wireless Networks. IEEE Internet Comput. 12(4): 9-11 (2008)
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Alvin Cheung, Samuel Madden:
Performance profiling with EndoScope, an acquisitional software monitoring framework. Proc. VLDB Endow. 1(1): 42-53 (2008)
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Robert Kallman, Hideaki Kimura, Jonathan Natkins, Andrew Pavlo, Alex Rasin, Stanley B. Zdonik, Evan P. C. Jones, Samuel Madden, Michael Stonebraker, Yang Zhang, John Hugg, Daniel J. Abadi:
H-store: a high-performance, distributed main memory transaction processing system. Proc. VLDB Endow. 1(2): 1496-1499 (2008)
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Rakesh Agrawal, Anastasia Ailamaki, Philip A. Bernstein, Eric A. Brewer, Michael J. Carey, Surajit Chaudhuri, AnHai Doan, Daniela Florescu, Michael J. Franklin, Hector Garcia-Molina, Johannes Gehrke, Le Gruenwald, Laura M. Haas, Alon Y. Halevy, Joseph M. Hellerstein, Yannis E. Ioannidis, Henry F. Korth, Donald Kossmann, Samuel Madden, Roger Magoulas, Beng Chin Ooi, Tim O'Reilly, Raghu Ramakrishnan, Sunita Sarawagi, Michael Stonebraker, Alexander S. Szalay, Gerhard Weikum:
The Claremont report on database research. SIGMOD Rec. 37(3): 9-19 (2008)
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Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker:
Fault-tolerance in the borealis distributed stream processing system. ACM Trans. Database Syst. 33(1): 3:1-3:44 (2008)
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Samuel Madden, Johannes Gehrke:
Declarative, Domain-Specific Languages - Elegant Simplicity or a Hammer in Search of a Nail? ICDE 2008: 7
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Lewis Girod, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden:
XStream: a Signal-Oriented Data Stream Management System. ICDE 2008: 1180-1189
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Michael Allen, Lewis Girod, Ryan Newton, Samuel Madden, Daniel T. Blumstein, Deborah Estrin:
VoxNet: An Interactive, Rapidly-Deployable Acoustic Monitoring Platform. IPSN 2008: 371-382
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Ryan Newton, Lewis Girod, Michael B. Craig, Samuel Madden, J. Gregory Morrisett:
Design and evaluation of a compiler for embedded stream programs. LCTES 2008: 131-140
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Jakob Eriksson, Hari Balakrishnan, Samuel Madden:
Cabernet: vehicular content delivery using WiFi. MobiCom 2008: 199-210
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Jakob Eriksson, Lewis Girod, Bret Hull, Ryan Newton, Samuel Madden, Hari Balakrishnan:
The pothole patrol: using a mobile sensor network for road surface monitoring. MobiSys 2008: 29-39
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Hari Balakrishnan, Nikolaus Correll, Jakob Eriksson, Sejoon Lim, Samuel Madden, Daniela Rus:
PCP: the personal commute portal. SenSys 2008: 353-354
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Arvind Thiagarajan, Samuel Madden:
Querying continuous functions in a database system. SIGMOD Conference 2008: 791-804
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Daniel J. Abadi, Samuel Madden, Nabil Hachem:
Column-stores vs. row-stores: how different are they really? SIGMOD Conference 2008: 967-980
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Stavros Harizopoulos, Daniel J. Abadi, Samuel Madden, Michael Stonebraker:
OLTP through the looking glass, and what we found there. SIGMOD Conference 2008: 981-992
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Sejoon Lim, Hari Balakrishnan, David Gifford, Samuel Madden, Daniela Rus:
Stochastic Motion Planning and Applications to Traffic. WAFR 2008: 483-500
2007
[j16]
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Michael J. Franklin, Joseph M. Hellerstein, Samuel Madden:
Thinking Big About Tiny Databases. IEEE Data Eng. Bull. 30(3): 37-48 (2007)
[j15]
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Tarek F. Abdelzaher, Yaw Anokwa, Péter Boda, Jeff Burke, Deborah Estrin, Leonidas J. Guibas, Aman Kansal, Samuel Madden, Jim Reich:
Mobiscopes for Human Spaces. IEEE Pervasive Comput. 6(2): 20-29 (2007)
[j14]
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Magdalena Balazinska, Amol Deshpande, Alexandros Labrinidis, Qiong Luo, Samuel Madden, Jun Yang:
Report on the Fourth International Workshop on Data Management for Sensor Networks (DMSN 2007). SIGMOD Rec. 36(4): 53-55 (2007)
[c43]
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Lewis Girod, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden:
The Case for a Signal-Oriented Data Stream Management System. CIDR 2007: 397-406
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Yang Zhang, Bret Hull, Hari Balakrishnan, Samuel Madden:
ICEDB: Intermittently-Connected Continuous Query Processing. ICDE 2007: 166-175
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Daniel J. Abadi, Daniel S. Myers, David J. DeWitt, Samuel Madden:
Materialization Strategies in a Column-Oriented DBMS. ICDE 2007: 466-475
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Thomer M. Gil, Samuel Madden:
Scoop: An Adaptive Indexing Scheme for Stored Data in Sensor Networks. ICDE 2007: 1345-1349
[c39]
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Deepayan Chakrabarti, Jure Leskovec, Christos Faloutsos, Samuel Madden, Carlos Guestrin, Michalis Faloutsos:
Information Survival Threshold in Sensor and P2P Networks. INFOCOM 2007: 1316-1324
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Ivan Stoianov, Lama Nachman, Samuel Madden, Timur Tokmouline:
PIPENETa wireless sensor network for pipeline monitoring. IPSN 2007: 264-273
[c37]
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Ben Vandiver, Hari Balakrishnan, Barbara Liskov, Samuel Madden:
Tolerating byzantine faults in transaction processing systems using commit barrier scheduling. SOSP 2007: 59-72
[c36]
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Daniel J. Abadi, Adam Marcus, Samuel Madden, Katherine J. Hollenbach:
Scalable Semantic Web Data Management Using Vertical Partitioning. VLDB 2007: 411-422
[c35]
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Michael Stonebraker, Samuel Madden, Daniel J. Abadi, Stavros Harizopoulos, Nabil Hachem, Pat Helland:
The End of an Architectural Era (It's Time for a Complete Rewrite). VLDB 2007: 1150-1160
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James Aspnes, Christian Scheideler, Anish Arora, Samuel Madden:
Distributed Computing in Sensor Systems, Third IEEE International Conference, DCOSS 2007, Santa Fe, NM, USA, June 18-20, 2007, Proceedings. Lecture Notes in Computer Science 4549, Springer 2007, ISBN 978-3-540-73089-7 [contents]
2006
[j13]
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Anup Kumar, Mehmed M. Kantardzic, Samuel Madden:
Guest Editors' Introduction: Distributed Data Mining--Framework and Implementations. IEEE Internet Comput. 10(4): 15-17 (2006)
[j12]
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Samuel Madden, David J. DeWitt:
Impact of double-blind reviewing on SIGMOD publication rates. SIGMOD Rec. 35(2): 29-32 (2006)
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Samuel Madden:
Data Management in Sensor Networks. EWSN 2006: 1
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Daniela Tulone, Samuel Madden:
PAQ: Time Series Forecasting for Approximate Query Answering in Sensor Networks. EWSN 2006: 21-37
[c32]
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Umberto Malesci, Samuel Madden:
A Measurement-Based Analysis of the Interaction Between Network Layers in TinyOS. EWSN 2006: 292-309
[c31]
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Vladimir Bychkovsky, Bret Hull, Allen Miu, Hari Balakrishnan, Samuel Madden:
A measurement study of vehicular internet access using in situ Wi-Fi networks. MobiCom 2006: 50-61
[c30]
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Daniela Tulone, Samuel Madden:
An energy-efficient querying framework in sensor networks for detecting node similarities. MSWiM 2006: 191-300
[c29]
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Bret Hull, Vladimir Bychkovsky, Yang Zhang, Kevin Chen, Michel Goraczko, Allen Miu, Eugene Shih, Hari Balakrishnan, Samuel Madden:
CarTel: a distributed mobile sensor computing system. SenSys 2006: 125-138
[c28]
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Vladimir Bychkovsky, Kevin Chen, Michel Goraczko, Hongyi Hu, Bret Hull, Allen Miu, Eugene Shih, Yang Zhang, Hari Balakrishnan, Samuel Madden:
The CarTel mobile sensor computing system. SenSys 2006: 383-384
[c27]
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Lewis Girod, Kyle Jamieson, Yuan Mei, Ryan Newton, Stanislav Rost, Arvind Thiagarajan, Hari Balakrishnan, Samuel Madden:
WaveScope: a signal-oriented data stream management system. SenSys 2006: 421-422
[c26]
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Amol Deshpande, Samuel Madden:
MauveDB: supporting model-based user views in database systems. SIGMOD Conference 2006: 73-84
[c25]
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Daniel J. Abadi, Samuel Madden, Miguel Ferreira:
Integrating compression and execution in column-oriented database systems. SIGMOD Conference 2006: 671-682
[c24]
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Vladimir Bychkovsky, Kevin Chen, Michel Goraczko, Hongyi Hu, Bret Hull, Allen Miu, Eugene Shih, Yang Zhang, Hari Balakrishnan, Samuel Madden:
Data management in the CarTel mobile sensor computing system. SIGMOD Conference 2006: 730-732
[c23]
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Stavros Harizopoulos, Velen Liang, Daniel J. Abadi, Samuel Madden:
Performance Tradeoffs in Read-Optimized Databases. VLDB 2006: 487-498
[c22]
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Edmond Lau, Samuel Madden:
An Integrated Approach to Recovery and High Availability in an Updatable, Distributed Data Warehouse. VLDB 2006: 703-714
[e3]
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Alexandros Labrinidis, Samuel Madden:
Proceedings of the 3rd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2006, Seoul, Korea, September 11, 2006. ACM International Conference Proceeding Series, ACM 2006 [contents]
2005
[j11]
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Amol Deshpande, Carlos Guestrin, Samuel Madden:
Resource-Aware Wireless Sensor-Actuator Networks. IEEE Data Eng. Bull. 28(1): 40-47 (2005)
[j10]
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Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
TinyDB: an acquisitional query processing system for sensor networks. ACM Trans. Database Syst. 30(1): 122-173 (2005)
[j9]
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Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong:
Model-based approximate querying in sensor networks. VLDB J. 14(4): 417-443 (2005)
[c21]
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Amol Deshpande, Carlos Guestrin, Samuel Madden:
Using Probabilistic Models for Data Management in Acquisitional Environments. CIDR 2005: 317-328
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Philip Buonadonna, David Gay, Joseph M. Hellerstein, Wei Hong, Samuel Madden:
TASK: sensor network in a box. EWSN 2005: 133-144
[c19]
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Amol Deshpande, Carlos Guestrin, Wei Hong, Samuel Madden:
Exploiting Correlated Attributes in Acquisitional Query Processing. ICDE 2005: 143-154
[c18]
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Magdalena Balazinska, Hari Balakrishnan, Samuel Madden, Michael Stonebraker:
Fault-tolerance in the Borealis distributed stream processing system. SIGMOD Conference 2005: 13-24
[c17]
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Michael Stonebraker, Daniel J. Abadi, Adam Batkin, Xuedong Chen, Mitch Cherniack, Miguel Ferreira, Edmond Lau, Amerson Lin, Samuel Madden, Elizabeth J. O'Neil, Patrick E. O'Neil, Alex Rasin, Nga Tran, Stanley B. Zdonik:
C-Store: A Column-oriented DBMS. VLDB 2005: 553-564
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Daniel J. Abadi, Samuel Madden, Wolfgang Lindner:
REED: Robust, Efficient Filtering and Event Detection in Sensor Networks. VLDB 2005: 769-780
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Philip Alexander Levis, Samuel Madden, Joseph Polastre, Robert Szewczyk, Kamin Whitehouse, Alec Woo, David Gay, Jason L. Hill, Matt Welsh, Eric A. Brewer, David E. Culler:
TinyOS: An Operating System for Sensor Networks. Ambient Intelligence 2005: 115-148
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Alexandros Labrinidis, Samuel Madden:
Proceedings of the 2nd Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2005, Trondheim, Norway, August 30, 2005. ACM International Conference Proceeding Series 96, ACM 2005, ISBN 1-59593-206-2 [contents]
2004
[j8]
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Alec Woo, Samuel Madden, Ramesh Govindan:
Networking support for query processing in sensor networks. Commun. ACM 47(6): 47-52 (2004)
[j7]
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Johannes Gehrke, Samuel Madden:
Query Processing in Sensor Networks. IEEE Pervasive Comput. 3(1): 46-55 (2004)
[j6]
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Silvia Nittel, Anthony Stefanidis, Isabel F. Cruz, Max J. Egenhofer, Dina Q. Goldin, A. Howard, Alexandros Labrinidis, Samuel Madden, Agnès Voisard, Michael F. Worboys:
Report from the First Workshop on Geo Sensor Networks. SIGMOD Rec. 33(1): 141-144 (2004)
[c15]
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Wolfgang Lindner, Samuel Madden:
Data Management Issues in Disconnected Sensor Networks. GI Jahrestagung (2) 2004: 349-354
[c14]
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Wei Hong, Samuel Madden:
Implementation and Research Issues in Query Processing for Wireless Sensor Networks . ICDE 2004: 876
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Carlos Guestrin, Peter Bodík, Romain Thibaux, Mark A. Paskin, Samuel Madden:
Distributed regression: an efficient framework for modeling sensor network data. IPSN 2004: 1-10
[c12]
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Philip Alexander Levis, Samuel Madden, David Gay, Joseph Polastre, Robert Szewczyk, Alec Woo, Eric A. Brewer, David E. Culler:
The Emergence of Networking Abstractions and Techniques in TinyOS. NSDI 2004: 1-14
[c11]
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Amol Deshpande, Carlos Guestrin, Samuel Madden, Joseph M. Hellerstein, Wei Hong:
Model-Driven Data Acquisition in Sensor Networks. VLDB 2004: 588-599
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Daniel J. Abadi, Wolfgang Lindner, Samuel Madden, Jörg Schuler:
An Integration Framework for Sensor Networks and Data Stream Management Systems. VLDB 2004: 1361-1364
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Alexandros Labrinidis, Samuel Madden:
Proceedings of the 1st Workshop on Data Management for Sensor Networks, in conjunction with VLDB, DMSN 2004, Toronto, Canada, August 30, 2004. ACM International Conference Proceeding Series 72, ACM 2004 [contents]
2003
[j5]
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Sailesh Krishnamurthy, Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Samuel Madden, Frederick Reiss, Mehul A. Shah:
TelegraphCQ: An Architectural Status Report. IEEE Data Eng. Bull. 26(1): 11-18 (2003)
[j4]
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Joseph M. Hellerstein, Wei Hong, Samuel Madden:
The sensor spectrum: technology, trends, and requirements. SIGMOD Rec. 32(4): 22-27 (2003)
[c9]
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Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Vijayshankar Raman, Frederick Reiss, Mehul A. Shah:
TelegraphCQ: Continuous Dataflow Processing for an Uncertain World. CIDR 2003
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Joseph M. Hellerstein, Wei Hong, Samuel Madden, Kyle Stanek:
Beyond Average: Toward Sophisticated Sensing with Queries. IPSN 2003: 63-79
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Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
The Design of an Acquisitional Query Processor For Sensor Networks. SIGMOD Conference 2003: 491-502
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Sirish Chandrasekaran, Owen Cooper, Amol Deshpande, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong, Sailesh Krishnamurthy, Samuel Madden, Frederick Reiss, Mehul A. Shah:
TelegraphCQ: Continuous Dataflow Processing. SIGMOD Conference 2003: 668
2002
[c5]
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Samuel Madden, Michael J. Franklin:
Fjording the Stream: An Architecture for Queries Over Streaming Sensor Data. ICDE 2002: 555-566
[c4]
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  - electronic edition @ usenix.org (open access)
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Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein, Wei Hong:
TAG: A Tiny AGgregation Service for Ad-Hoc Sensor Networks. OSDI 2002
[c3]
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Samuel Madden, Mehul A. Shah, Joseph M. Hellerstein, Vijayshankar Raman:
Continuously adaptive continuous queries over streams. SIGMOD Conference 2002: 49-60
[c2]
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Samuel Madden, Joseph M. Hellerstein:
Distributing queries over low-power wireless sensor networks. SIGMOD Conference 2002: 622
[c1]
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Samuel Madden, Robert Szewczyk, Michael J. Franklin, David E. Culler:
Supporting Aggregate Queries Over Ad-Hoc Wireless Sensor Networks. WMCSA 2002: 49-58
2001
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Samuel Madden, Thomas E. von Wiegand:
TOADS: A Two-Dimensional Open-Ended Architectural Database System. Presence Teleoperators Virtual Environ. 10(2): 175-192 (2001)
[j2]
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Mehul A. Shah, Samuel Madden, Michael J. Franklin, Joseph M. Hellerstein:
Java Support for Data-Intensive Systems: Experiences Building the Telegraph Dataflow System. SIGMOD Rec. 30(4): 103-114 (2001)
2000
[j1]
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Joseph M. Hellerstein, Michael J. Franklin, Sirish Chandrasekaran, Amol Deshpande, Kris Hildrum, Samuel Madden, Vijayshankar Raman, Mehul A. Shah:
Adaptive Query Processing: Technology in Evolution. IEEE Data Eng. Bull. 23(2): 7-18 (2000)

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