ACM Conference on Management of Data

All conferences Best Papers vs Top Cited Papers

The SIGMOD Record is a quarterly publication of the Special Interest Group on Management of Data (SIGMOD) of the Association for Computing Machinery (ACM). SIGMOD is dedicated to the study, development, and application of database and information technology. Toward this goal, the SIGMOD Record publishes articles, reports, and interviews to cover the most recent development in the SIGMOD community.

Top Authors ( author's name : number of papers / citations )

2015

Michael J. Franklin: 3 / 1198

Ali Ghodsi: 2 / 1108

Michael Armbrust: 2 / 1108

Joseph K. Bradley: 1 / 1047

Xiangrui Meng: 1 / 1047

Yin Huai: 1 / 1047

Tomer Kaftan: 1 / 1047

Cheng Lian: 1 / 1047

Reynold S. Xin: 1 / 1047

Davies Liu: 1 / 1047

Matei Zaharia: 1 / 1047

Jignesh M. Patel: 4 / 582

Xiaokui Xiao: 4 / 557

Maosong Fu: 1 / 468

Sailesh Mittal: 1 / 468

Nikunj Bhagat: 1 / 468

Sanjeev Kulkarni: 1 / 468

Vikas Kedigehalli: 1 / 468

Christopher Kellogg: 1 / 468

Karthik Ramasamy: 1 / 468

2016

Feifei Li: 6 / 290

John Paparrizos: 1 / 244

Luis Gravano: 1 / 244

Andrew Pavlo: 3 / 230

Sanjay Krishnan: 4 / 217

Ion Stoica: 3 / 205

Ihab F. Ilyas: 2 / 187

Xu Chu: 2 / 187

Jiannan Wang: 3 / 180

Ali Ghodsi: 2 / 178

Hung T. Nguyen: 1 / 168

Thang N. Dinh: 1 / 168

My T. Thai: 1 / 168

Surajit Chaudhuri: 3 / 165

Bolin Ding: 3 / 165

Minyi Guo: 1 / 161

Bin Yao: 1 / 161

Xuemin Lin: 2 / 150

Anisoara Nica: 3 / 143

Thomas Willhalm: 1 / 132

2017

Christian S. Jensen: 2 / 1336

Simonas Å Altenis: 1 / 1335

Scott T. Leutenegger: 1 / 1335

Mario A. Lopez: 1 / 1335

Helen J. Wang: 1 / 1178

Peter J. Haas: 1 / 1178

Joseph M. Hellerstein: 1 / 1178

Kian-Lee Tan: 3 / 372

Ji Wang: 1 / 333

Tien Tuan Anh Dinh: 1 / 333

Gang Chen: 1 / 333

Rui Liu: 1 / 333

Beng Chin Ooi: 1 / 333

Andrew Pavlo: 4 / 273

Divesh Srivastava: 3 / 221

Graham Cormode: 1 / 218

Jun Zhang: 1 / 218

Xiaokui Xiao: 1 / 218

Cecilia M. Procopiuc: 1 / 218

Geoffrey J. Gordon: 1 / 196

2018

Tim Kraska: 3 / 285

Jeffrey Dean: 1 / 253

Neoklis Polyzotis: 1 / 253

Ed H. Chi: 1 / 253

Alex Beutel: 1 / 253

Viktor Leis: 5 / 142

Andrew Pavlo: 3 / 135

Leonid Libkin: 1 / 99

Paolo Guagliardo: 1 / 99

Nadime Francis: 1 / 99

Guoliang Li: 5 / 97

Divesh Srivastava: 5 / 95

Johannes Gehrke: 2 / 92

Stratos Idreos: 3 / 88

Zhifeng Bao: 5 / 82

Michael Kaminsky: 2 / 74

Hyeontaek Lim: 2 / 74

David G. Andersen: 2 / 74

Olga Papaemmanouil: 2 / 72

Jennifer Ortiz: 1 / 71

2019

Carsten Binnig: 5 / 47

Tim Kraska: 4 / 42

Dan Suciu: 4 / 40

Gautam Das: 3 / 38

H. V. Jagadish: 5 / 38

Guoliang Li: 5 / 38

Abolfazl Asudeh: 3 / 38

Dumitrel Loghin: 1 / 37

Qian Lin: 1 / 37

Tien Tuan Anh Dinh: 1 / 37

Beng Chin Ooi: 1 / 37

Ee-Chien Chang: 1 / 37

Julia Stoyanovich: 3 / 31

Bin Cheng: 1 / 30

Li Liu: 1 / 30

Zhili Xiao: 1 / 30

Ji Zhang: 1 / 30

Yu Liu: 1 / 30

Ke Zhou: 1 / 30

Christopher RÃ©: 2 / 29

2020

Tim Kraska: 8 / 31

Carsten Binnig: 8 / 16

Emanuel Zgraggen: 1 / 15

Philipp Eichmann: 2 / 15

Badrish Chandramouli: 2 / 13

David Lomet: 1 / 13

Donald Kossmann: 3 / 13

Johannes Gehrke: 2 / 13

Yinan Li: 2 / 13

Barzan Mozafari: 1 / 11

Ramesh Nallapati: 1 / 3

Edo Liberty: 1 / 3

Julio Delgado: 1 / 3

Valentin Flunkert: 1 / 3

Tova Milo: 4 / 3

Andersen David G.: 2 / 3

Jianliang Xu: 2 / 2

Samuel Madden: 5 / 2

Kenny Q. Zhu: 1 / 2

Anastasia Ailamaki: 3 / 2

Publications

Top Clited

Authors

Affiliations

Browse by Citation

Indexing the positions of continuously moving objects

Simonas Šaltenis,Christian S. Jensen,Scott T. Leutenegger,Mario A. Lopez

(2000)

Cited by1335

Online aggregation

Joseph M. Hellerstein,Peter J. Haas,Helen J. Wang

(1997)

Cited by1178

Spark SQL: Relational Data Processing in Spark

Michael Armbrust,Reynold S. Xin,Cheng Lian,Yin Huai,Davies Liu,Joseph K. Bradley,Xiangrui Meng,Tomer Kaftan,Michael J. Franklin,Ali Ghodsi,Matei Zaharia

(2015)

Cited by1083

Twitter Heron: Stream Processing at Scale

Sanjeev Kulkarni,Nikunj Bhagat,Maosong Fu,Vikas Kedigehalli,Christopher Kellogg,Sailesh Mittal,Jignesh M. Patel,Karthik Ramasamy,Siddarth Taneja

(2015)

Cited by468

Influence Maximization in Near-Linear Time: A Martingale Approach

Youze Tang,Yanchen Shi,Xiaokui Xiao

(2015)

Cited by370

BLOCKBENCH: A Framework for Analyzing Private Blockchains

Tien Tuan Anh Dinh,Ji Wang,Gang Chen,Rui Liu,Beng Chin Ooi,Kian-Lee Tan

(2017)

Cited by333

The Case for Learned Index Structures

Tim Kraska,Alex Beutel,Ed H. Chi,Jeffrey Dean,Neoklis Polyzotis

(2018)

Cited by253

k-Shape: Efficient and Accurate Clustering of Time Series

John Paparrizos,Luis Gravano

(2016)

Cited by244

PrivBayes: private data release via bayesian networks

Jun Zhang,Graham Cormode,Cecilia M. Procopiuc,Divesh Srivastava,Xiaokui Xiao

(2017)

Cited by218

KATARA: A Data Cleaning System Powered by Knowledge Bases and Crowdsourcing

Xu Chu,John Morcos,Ihab F. Ilyas,Mourad Ouzzani,Paolo Papotti,Nan Tang,Yin Ye

(2015)

Cited by211

Overview of Data Exploration Techniques

Stratos Idreos,Olga Papaemmanouil,Surajit Chaudhuri

(2015)

Cited by202

Stop-and-Stare: Optimal Sampling Algorithms for Viral Marketing in Billion-scale Networks

Hung T. Nguyen,My T. Thai,Thang N. Dinh

(2016)

Cited by197

Automatic Database Management System Tuning Through Large-scale Machine Learning

Dana Van Aken,Andrew Pavlo,Geoffrey J. Gordon,Bohan Zhang

(2017)

Cited by196

The LDBC Social Network Benchmark: Interactive Workload

Orri Erling,Alex Averbuch,Josep-Lluis Larriba-Pey,Hassan Chafi,Andrey Gubichev,Arnau Prat-Pérez,Minh-Duc Pham,Peter A. Boncz

(2015)

Cited by189

Apache Tez: A Unifying Framework for Modeling and Building Data Processing Applications

Bikas Saha,Hitesh Shah,Siddharth Seth,Gopal Vijayaraghavan,Arun C. Murthy,Carlo Curino

(2015)

Cited by179

BigDansing: A System for Big Data Cleansing

Zuhair Khayyat,Ihab F. Ilyas,Alekh Jindal,Samuel Madden,Mourad Ouzzani,Paolo Papotti,Jorge-Arnulfo Quiané-Ruiz,Nan Tang,Si Yin

(2015)

Cited by176

Let's Talk About Storage & Recovery Methods for Non-Volatile Memory Database Systems

Joy Arulraj,Andrew Pavlo,Subramanya Dulloor

(2015)

Cited by172

Design and Implementation of the LogicBlox System

Molham Aref,Balder ten Cate,Todd J. Green,Benny Kimelfeld,Dan Olteanu,Emir Pasalic,Todd L. Veldhuizen,Geoffrey Washburn

(2015)

Cited by164

Mining Quality Phrases from Massive Text Corpora

Jialu Liu,Jingbo Shang,Chi Wang,Xiang Ren,Jiawei Han

(2015)

Cited by161

Simba: Efficient In-Memory Spatial Analytics

Dong Xie,Feifei Li,Bin Yao, Gefei Li, Liang Zhou,Minyi Guo

(2016)

Cited by161

iCrowd: An Adaptive Crowdsourcing Framework

Ju Fan,Guoliang Li,Beng Chin Ooi, Kian-Lee Tan,Jianhua Feng

(2015)

Cited by156

Rethinking SIMD Vectorization for In-Memory Databases

Orestis Polychroniou,Arun Raghavan,Kenneth A. Ross

(2015)

Cited by152

QASCA: A Quality-Aware Task Assignment System for Crowdsourcing Applications

Yudian Zheng,Jiannan Wang,Guoliang Li,Reynold Cheng,Jianhua Feng

(2015)

Cited by151

Data Cleaning: Overview and Emerging Challenges

Xu Chu,Ihab F. Ilyas,Sanjay Krishnan,Jiannan Wang

(2016)

Cited by141

DBSCAN Revisited: Mis-Claim, Un-Fixability, and Approximation

Junhao Gan,Yufei Tao

(2015)

Cited by139

FOEDUS: OLTP Engine for a Thousand Cores and NVRAM

Hideaki Kimura

(2015)

Cited by136

MacroBase: Prioritizing Attention in Fast Data

Peter Bailis, Edward Gan,Samuel Madden,Deepak Narayanan, Kexin Rong,Sahaana Suri

(2017)

Cited by133

Fast Serializable Multi-Version Concurrency Control for Main-Memory Database Systems

Thomas Neumann,Tobias Mühlbauer,Alfons Kemper

(2015)

Cited by133

FPTree: A Hybrid SCM-DRAM Persistent and Concurrent B-Tree for Storage Class Memory

Ismail Oukid, Johan Lasperas,Anisoara Nica,Thomas Willhalm,Wolfgang Lehner

(2016)

Cited by132

Scalable atomic visibility with RAMP transactions

Peter Bailis,Alan Fekete,Joseph M. Hellerstein,Ali Ghodsi,Ion Stoica

(2016)

Cited by124

Constance: An Intelligent Data Lake System

Rihan Hai,Sandra Geisler,Christoph Quix

(2016)

Cited by122

Goods: Organizing Google's Datasets

Alon Y. Halevy,Flip Korn,Natalya Fridman Noy,Christopher Olston,Neoklis Polyzotis,Sudip Roy,Steven Euijong Whang

(2016)

Cited by118

Dynamic Prefetching of Data Tiles for Interactive Visualization

Leilani Battle,Remco Chang,Michael Stonebraker

(2015)

Cited by105

From Theory to Practice: Efficient Join Query Evaluation in a Parallel Database System

Shumo Chu,Magdalena Balazinska,Dan Suciu

(2015)

Cited by103

Learning Generalized Linear Models Over Normalized Data

Arun Kumar,Jeffrey F. Naughton,Jignesh M. Patel

(2015)

Cited by102

Cypher: An Evolving Query Language for Property Graphs

Nadime Francis, Alastair Green,Paolo Guagliardo,Leonid Libkin, Tobias Lindaaker, Victor Marsault, Stefan Plantikow, Mats Rydberg, Petra Selmer, Andrés Taylor

(2018)

Cited by99

Big Data Analytics with Datalog Queries on Spark

Alexander Shkapsky,Mohan Yang,Matteo Interlandi, Hsuan Chiu,Tyson Condie,Carlo Zaniolo

(2016)

Cited by96

Learning Linear Regression Models over Factorized Joins

Maximilian Schleich,Dan Olteanu,Radu Ciucanu

(2016)

Cited by94

Principled Evaluation of Differentially Private Algorithms using DPBench

Michael Hay,Ashwin Machanavajjhala,Gerome Miklau,Yan Chen,Dan Zhang

(2016)

Cited by93

Quickr: Lazily Approximating Complex AdHoc Queries in BigData Clusters

Srikanth Kandula, Anil Shanbhag,Aleksandar Vitorovic,Matthaios Olma,Robert Grandl,Surajit Chaudhuri,Bolin Ding

(2016)

Cited by90

Rethinking Data-Intensive Science Using Scalable Analytics Systems

Frank Austin Nothaft,Matt Massie,Timothy Danford,Zhao Zhang,Uri Laserson,Carl Yeksigian,Jey Kottalam,Arun Ahuja,Jeff Hammerbacher,Michael Linderman,Michael J. Franklin,Anthony D. Joseph

(2015)

Cited by90

Efficient Subgraph Matching by Postponing Cartesian Products

Fei Bi,Lijun Chang,Xuemin Lin,Lu Qin,Wenjie Zhang

(2016)

Cited by88

Telco Churn Prediction with Big Data

Yiqing Huang,Fangzhou Zhu,Mingxuan Yuan,Ke Deng,Yanhua Li,Bing Ni,Wenyuan Dai,Qiang Yang,Jia Zeng

(2015)

Cited by87

Bayesian Differential Privacy on Correlated Data

Bin Yang,Issei Sato,Hiroshi Nakagawa

(2015)

Cited by87

PrivTree: A Differentially Private Algorithm for Hierarchical Decompositions

Jun Zhang,Xiaokui Xiao,Xing Xie

(2016)

Cited by86

TicToc: Time Traveling Optimistic Concurrency Control

Xiangyao Yu,Andrew Pavlo,Daniel Sanchez,Srinivas Devadas

(2016)

Cited by86

TencentRec: Real-time Stream Recommendation in Practice

Yanxiang Huang,Bin Cui,Wenyu Zhang,Jie Jiang,Ying Xu

(2015)

Cited by84

Realtime Data Processing at Facebook

Guoqiang Jerry Chen,Janet L. Wiener, Shridhar Iyer, Anshul Jaiswal, Ran Lei, Nikhil Simha, Wei Wang, Kevin Wilfong, Tim Williamson, Serhat Yilmaz

(2016)

Cited by82

Heterogeneity-aware Distributed Parameter Servers

Jiawei Jiang,Bin Cui,Ce Zhang,Lele Yu

(2017)

Cited by82

Rack-Scale In-Memory Join Processing using RDMA

Claude Barthels,Simon Loesing,Gustavo Alonso,Donald Kossmann

(2015)

Cited by82

Learning State Representations for Query Optimization with Deep Reinforcement Learning

Jennifer Ortiz,Magdalena Balazinska,Johannes Gehrke,S. Sathiya Keerthi

(2018)

Cited by80

Data Blocks: Hybrid OLTP and OLAP on Compressed Storage using both Vectorization and Compilation

Harald Lang,Tobias Mühlbauer,Florian Funke,Peter A. Boncz,Thomas Neumann,Alfons Kemper

(2016)

Cited by79

Bridging the Archipelago between Row-Stores and Column-Stores for Hybrid Workloads

Joy Arulraj,Andrew Pavlo,Prashanth Menon

(2016)

Cited by79

Debunking the Myths of Influence Maximization: An In-Depth Benchmarking Study

Akhil Arora,Sainyam Galhotra,Sayan Ranu

(2017)

Cited by78

Bolt-on Differential Privacy for Scalable Stochastic Gradient Descent-based Analytics

Xi Wu, Fengan Li,Arun Kumar,Kamalika Chaudhuri,Somesh Jha,Jeffrey F. Naughton

(2017)

Cited by77

Wander Join: Online Aggregation via Random Walks

Feifei Li, Bin Wu,Ke Yi, Zhuoyue Zhao

(2016)

Cited by76

Approximate Query Processing: No Silver Bullet

Surajit Chaudhuri,Bolin Ding,Srikanth Kandula

(2017)

Cited by75

Monkey: Optimal Navigable Key-Value Store

Niv Dayan,Manos Athanassoulis,Stratos Idreos

(2017)

Cited by75

Publishing Graph Degree Distribution with Node Differential Privacy

Wei-Yen Day,Ninghui Li, Min Lyu

(2016)

Cited by75

Efficient Route Planning on Public Transportation Networks: A Labelling Approach

Sibo Wang,Wenqing Lin,Yi Yang,Xiaokui Xiao,Shuigeng Zhou

(2015)

Cited by75

SQLGraph: An Efficient Relational-Based Property Graph Store

Wen Sun,Achille Fokoue,Kavitha Srinivas,Anastasios Kementsietsidis,Gang Hu,Guo Tong Xie

(2015)

Cited by74

Utility-Aware Social Event-Participant Planning

Jieying She,Yongxin Tong,Lei Chen

(2015)

Cited by73

A Hybrid Approach to Functional Dependency Discovery

Thorsten Papenbrock,Felix Naumann

(2016)

Cited by73

Efficient Algorithms for Answering the m-Closest Keywords Query

Tao Guo,Xin Cao,Gao Cong

(2015)

Cited by73

ERMIA: Fast Memory-Optimized Database System for Heterogeneous Workloads

Kangnyeon Kim,Tianzheng Wang,Ryan Johnson,Ippokratis Pandis

(2016)

Cited by69

Data Management Challenges in Production Machine Learning

Neoklis Polyzotis,Sudip Roy,Steven Euijong Whang,Martin Zinkevich

(2017)

Cited by68

Deep Reinforcement Learning for Join Order Enumeration

Ryan Marcus,Olga Papaemmanouil

(2018)

Cited by68

Practical Private Range Search Revisited

Ioannis Demertzis,Stavros Papadopoulos,Odysseas Papapetrou,Antonios Deligiannakis,Minos N. Garofalakis

(2016)

Cited by68

SABER: Window-Based Hybrid Stream Processing for Heterogeneous Architectures

Alexandros Koliousis,Matthias Weidlich,Raul Castro Fernandez,Alexander L. Wolf,Paolo Costa,Peter Pietzuch

(2016)

Cited by67

A General-Purpose Counting Filter: Making Every Bit Count

Prashant Pandey,Michael A. Bender,Rob Johnson,Robert Patro

(2017)

Cited by66

Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes

Huanchen Zhang,David G. Andersen,Andrew Pavlo,Michael Kaminsky,Lin Ma, Rui Shen

(2016)

Cited by65

Cost-Effective Crowdsourced Entity Resolution: A Partial-Order Approach

Chengliang Chai,Guoliang Li,Jian Li,Dong Deng,Jianhua Feng

(2016)

Cited by65

Scalable Distributed Stream Join Processing

Qian Lin,Beng Chin Ooi,Zhengkui Wang,Cui Yu

(2015)

Cited by64

To Join or Not to Join?: Thinking Twice about Joins before Feature Selection

Arun Kumar,Jeffrey F. Naughton,Jignesh M. Patel,Xiaojin Zhu

(2016)

Cited by63

Accelerating Pattern Matching Queries in Hybrid CPU-FPGA Architectures

David Sidler,Zsolt István,Muhsen Owaida,Gustavo Alonso

(2017)

Cited by63

ReproZip: Computational Reproducibility With Ease

Fernando Chirigati, Rémi Rampin,Dennis E. Shasha,Juliana Freire

(2016)

Cited by63

Feral Concurrency Control: An Empirical Investigation of Modern Application Integrity

Peter Bailis,Alan Fekete,Michael J. Franklin,Ali Ghodsi,Joseph M. Hellerstein,Ion Stoica

(2015)

Cited by63

Crowdsourced Data Management: Overview and Challenges

Guoliang Li,Yudian Zheng,Ju Fan,Jiannan Wang,Reynold Cheng

(2017)

Cited by63

Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark

Michael Armbrust,Tathagata Das, Joseph Torres,Burak Yavuz,Shixiong Zhu,Reynold Xin,Ali Ghodsi,Ion Stoica,Matei Zaharia

(2018)

Cited by62

Amazon Redshift and the Case for Simpler Data Warehouses

Anurag Gupta,Deepak Agarwal,Derek Tan,Jakub Kulesza,Rahul Pathak,Stefano Stefani,Vidhya Srinivasan

(2015)

Cited by62

Speedup Graph Processing by Graph Ordering

Hao Wei,Jeffrey Xu Yu,Can Lu,Xuemin Lin

(2016)

Cited by62

SparkR: Scaling R Programs with Spark

Shivaram Venkataraman,Zongheng Yang,Davies Liu,Eric Liang, Hossein Falaki,Xiangrui Meng,Reynold Xin,Ali Ghodsi,Michael J. Franklin,Ion Stoica,Matei Zaharia

(2016)

Cited by61

G-OLA: Generalized On-Line Aggregation for Interactive Analysis on Big Data

Kai Zeng,Sameer Agarwal,Ankur Dave,Michael Armbrust,Ion Stoica

(2015)

Cited by61

Query-based Workload Forecasting for Self-Driving Database Management Systems

Lin Ma,Dana Van Aken,Ahmed Hefny, Gustavo Mezerhane,Andrew Pavlo,Geoffrey J. Gordon

(2018)

Cited by61

An End-to-End Automatic Cloud Database Tuning System Using Deep Reinforcement Learning

Ji Zhang,Yu Liu,Ke Zhou,Guoliang Li,Zhili Xiao,Bin Cheng, Jiashu Xing, Yangtao Wang, Tianheng Cheng,Li Liu, Minwei Ran, Zekang Li

(2019)

Cited by60

Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases

Alexandre Verbitski,Anurag Gupta,Debanjan Saha, Murali Brahmadesam,Kamal Gupta, Raman Mittal, Sailesh Krishnamurthy, Sandor Maurice, Tengiz Kharatishvili, Xiaofeng Bao

(2017)

Cited by60

Implicit Parallelism through Deep Language Embedding