Proceedings
SIGMOD 2018 papers can be accessed here.
Conference Program: SIGMOD Sessions
- Keynotes
- Research Sessions
- Industry Sessions
- Demo Sessions
- Posters
- Tutorials
- Student Research Competition
- New Researcher Symposium
- Special Session
- Award Talks
- Teaser Talks
SIGMOD KEYNOTES
Kubernetes and the New Cloud
Eric Brewer (Google & University of California, Berkeley, USA)
Tuesday 8:00-10:30
Location:Houston 1234
Hashtag: #sigmod18 #keynote1
Session Chair: Philip Bernstein (Microsoft Research)
Machine Learning for Data Management: Problems and Solutions
Pedro Domingos (University of Washington, USA)
Wednesday 8:00-10:30
Location:Houston 1234
Hashtag: #sigmod18 #keynote2
Session Chair: Xin Luna Dong (Amazon)
RESEARCH SESSIONS
Session 1: Data Integration & Cleaning
Tuesday 11:00-12:30
Briargrove
Hashtag: #sigmod18 #R1Px
Session Chair: Erhard Rahm (University of Leipzig)
- Robust Entity Resolution Using Random Graphs
Sainyam Galhotra (University of Massachusetts Amherst), Donatella Firmani (Roma Tre University), Barna Saha (University of Massachusetts Amherst), Divesh Srivastava (AT&T Labs Research) - Deep Learning For Entity Matching: A Design Space Exploration
Sidharth Mudgal (University of Wisconsin-Madison), Han Li (University of Wisconsin-Madison), Theodoros Rekatsinas (University of Wisconsin-Madison), AnHai Doan (University of Wisconsin-Madison), Youngchoon Park (Johnson Controls), Ganesh Krishnan (@WalmartLabs), Rohit Deep (@WalmartLabs), Esteban Arcaute (@WalmartLabs), Vijay Raghavendra (@WalmartLabs) - Synthesizing Type-Detection Logic for Rich Semantic Data Types using Open-source Code
Cong Yan (University of Washington), Yeye He (Microsoft Research) - Fine-grained Concept Linking using Neural Networks in Healthcare
Jian Dai (National University of Singapore), Meihui Zhang (Beijing Institute of Technology), Gang Chen (Zhejiang University), Ju Fan (Renmin University of China), Kee Yuan Ngiam (NUHS), Beng Chin Ooi (NUS) - Big Data Linkage for Product Specification Pages
Disheng Qiu (Roma Tre University), Luciano Barbosa (Universidade Federal de Pernambuco), Valter Crescenzi (Roma Tre University), Paolo Merialdo (Roma Tre University), Divesh Srivastava (AT&T Labs Research)
Session 2: Usability & Security/Privacy
Tuesday 11:00-12:30
Kingwood
Hashtag: #sigmod18 #R2Px
Session Chair: Ashwin Machanavajjhala (Duke University)
- The Data Interaction Game
Ben McCamish (Oregon State University), Vahid Ghadakchi (Oregon Sate University), Arash Termehchy (Oregon State University), Behrouz Touri (University of California San Diego), Liang Huang (Oregon State University) - Data Citation: Giving Credit Where Credit is Due
Yinjun Wu (University of Pennsylvania), Abdussalam Alawini (University of Pennsylvania), Susan Davidson (University of Pennsylvania), Gianmaria Silvello (University of Padova) - Ektelo: A Framework for Defining Differentially-Private Computations
Dan Zhang (University of Massachusetts Amherst), Ryan McKenna (University of Massachusetts, Amherst), Ios Kotsogiannis (Duke University), Michael Hay (Colgate University), Ashwin Machanavajjhala (Duke), Gerome Miklau (University of Massachusetts Amherst) - Marginal Release Under Local Differential Privacy
Tejas Kulkarni (University Of Warwick), Graham Cormode (University of Warwick), Divesh Srivastava (AT&T Labs Research) - When Query Authentication Meets Fine-Grained Access Control: A Zero-Knowledge Approach
Cheng Xu (Hong Kong Baptist University), Jianliang Xu (Hong Kong Baptist University), Haibo Hu (Hong Kong Polytechnic University), Man Ho Au (Hong Kong Polytechnic University) - Practical and Secure Substring Search
Florian Hahn (SAP SE), Nicolas Loza (SAP SE), Florian Kerschbaum (University of Waterloo)
Session 3: Transactions & Indexing
Tuesday 14:00-15:30
Briargrove
Hashtag: #sigmod18 #R3Px
Session Chair: Pinar Tözün (IT University of Copenhagen)
- Carousel: Low-Latency Transaction Processing for Globally-Distributed Data
Xinan Yan (University of Waterloo), Linguan Yang (University of Waterloo), Hongbo Zhang (University of Waterloo), Xiayue Lin (University of Waterloo), Bernard Wong (University of Waterloo), Kenneth Salem (University of Waterloo), Tim Brecht (University of Waterloo) - Accelerating Analytical Processing in MVCC using Fine-Granular High-Frequency Virtual Snapshotting
Ankur Sharma (Saarland University), Felix Schuhknecht (Saarland University), Jens Dittrich (Saarland University) - Reactors: A Case for Predictable, Virtualized Actor Database Systems
Vivek Shah (University of Copenhagen), Marcos Antonio Vaz Salles (University of Copenhagen) - FASTER: A Concurrent Key-Value Store with In-Place Updates
Badrish Chandramouli (Microsoft Research), Guna Prasaad (University of Washington), Donald Kossmann (Microsoft Research), Justin Levandoski (Microsoft Research), James Hunter (Microsoft Research), Mike Barnett (Microsoft Research) - Workload-Aware CPU Performance Scaling for Transactional Database Systems
Mustafa Korkmaz (University of Waterloo), Martin Karsten (University of Waterloo), Kenneth Salem (University of Waterloo), Semih Salihoglu (University of Waterloo)
Session 4: Query Processing
Tuesday 14:00-15:30
Kingwood
Hashtag: #sigmod18 #R4Px
Session Chair: Holger Pirk (Imperial College London)
- How to Architect a Query Compiler, Revisited
Ruby Tahboub (Purdue University), Gregory Essertel (Purdue University), Tiark Rompf (Purdue University) - (Best Paper) SuRF: Practical Range Query Filtering with Fast Succinct Tries
Huanchen Zhang (Carnegie Mellon University), Hyeontaek Lim (Carnegie Mellon University), Viktor Leis (TUM), David Andersen (Carnegie Mellon University), Michael Kaminsky (Intel Labs), Kimberly Keeton (Hewlett Packard Labs), Andrew Pavlo (Carnegie Mellon University) - FastQRE: Fast Query Reverse Engineering
Dmitri Kalashnikov (AT&T Labs Research), Laks V.S. Lakshmanan (The University of British Columbia), Divesh Srivastava (AT&T Labs Research) - Adaptive Energy-Control for In-Memory Database Systems
Thomas Kissinger (TU Dresden), Dirk Habich (TU Dresden), Wolfgang Lehner (TU Dresden) - Incremental View Maintenance with Triple Lock Factorization Benefits
Milos Nikolic (University of Oxford), Dan Olteanu (University of Oxford)
Session 5: Graph Data Management
Tuesday 16:00-18:00
Briargrove
Hashtag: #sigmod18 #R5Px
Session Chair: Sourav Bhowmick (Nanyang Technological University)
- Catching Numeric Inconsistencies in Graphs
Wenfei Fan (University of Edinburgh & Beihang University), Xueli Liu (Harbin Institute of Technology), Ping Lu (Beihang University), Chao Tian (University of Edinburgh) - TurboGraph++: A Scalable and Fast Graph Analytics System
Seongyun Ko (POSTECH), Wook-Shin Han (POSTECH) - Fast Hierarchy Construction for Dense Subgraphs (From VLDB 2017)
A. Erdem Sariyuce (University at Buffalo), Ali Pinar (Sandia National Laboratories) - NED: An Inter-Graph Node Metric Based On Edit Distance (From VLDB 2017)
Haohan Zhu (Facebook Inc.), Xianrui Meng (Amazon Web Services, Inc.), George Kollios (Boston University) - TurboFlux: A Fast Continuous Subgraph Matching System for Streaming Graph Data
Kyoungmin Kim (POSTECH), In Seo (POSTECH), Wook-Shin Han (POSTECH), Jeong-Hoon Lee (POSTECH), Sungpack Hong (Oracle Labs), Hassan Chafi (Oracle Labs), Hyungyu Shin (POSTECH), Geonhwa Jeong (POSTECH) - Discovering Graph Functional Dependencies
Wenfei Fan (University of Edinburgh & Beihang University), Chunming Hu (Beihang Univ.), Xueli Liu (Harbin Institute of Technology), Ping Lu (Beihang University) - TopPPR: Top-k Personalized PageRank Queries with Precision Guarantees on Large Graphs
Zhewei Wei (Renmin University of China), Xiaodong He (Renmin University of China), Xiaokui Xiao (National University of Singapore), Sibo Wang (University of Queensland), Shuo Shang (KAUST), Jirong Wen (Renmin University of China) - Skyline Community Search in Multi-valued Networks
Rong-Hua Li (Beijing Institute of Technology), Lu Qin (UTS), Fanghua Ye (Sun Yat-Sen University), Jeffrey Xu Yu (Chinese University of Hong Kong), Xiaokui Xiao (National University of Singapore), Nong Xiao (Sun YatSen University), Zibin Zheng (Sun Yat-Sen University)
Session 6: Storage & Indexing
Tuesday 16:00-18:00
Kingwood
Hashtag: #sigmod18 #R6Px
Session Chair: Ken Ross (Columbia University)
- Building A Bw-Tree Takes More Than Just Buzz Words
Ziqi Wang (Carnegie Mellon University), Andrew Pavlo (Carnegie Mellon University), Hyeontaek Lim (Carnegie Mellon University), Viktor Leis (TUM), Huanchen Zhang (Carnegie Mellon University), Michael Kaminsky (Intel Labs), David Andersen (Carnegie Mellon University) - The Case for Learned Index Structures
Tim Kraska (MIT), Alex Beutel (Google), Ed Chi (Google), Jeff Dean (Google), Neoklis Polyzotis (Google) - Dostoevsky: Better Space-Time Trade-Offs for LSM-Tree Based Key-Value Stores via Adaptive Removal of
Superfluous Merging
Niv Dayan (Harvard University), Stratos Idreos (Harvard University) - HOT: A Height Optimized Trie Index for Main-Memory Database Systems
Robert Binna (University of Innsbruck), Eva Zangerle (University of Innsbruck), Martin Pichl (University of Innsbruck), Gunther Specht (University of Innsbruck), Viktor Leis (TUM) - The Data Calculator: Data Structure Design and Cost Synthesis from First Principles and Learned Cost
Models
Stratos Idreos (Harvard University), Kostas Zoumpatianos (Harvard University), Brian Hentschel (Harvard University), Michael Kester (Harvard University), Demi Guo (Harvard University) - A Comparative Study of Secondary Indexing Techniques in LSM-based NoSQL Databases
Mohiuddin Abdul Qader (UC Riverside), Shiwen Cheng (UC Riverside), Vagelis Hristidis (UC Riverside) - Efficient Selection of Geospatial Data on Maps for Interactive and Visualized Exploration
Tao Guo (NTU), Kaiyu Feng (NTU), Gao Cong (Nanyang Technological Univesity), Zhifeng Bao (RMIT University)
Session 7: Tuning, Monitoring & Query Optimization
Wednesday 11:00-12:30
Harris
Hashtag: #sigmod18 #R7Px
Session Chair: Sudipto Das (Microsoft Research)
- Query-based Workload Forecasting for Self-Driving Database Management Systems
Lin Ma (Carnegie Mellon University), Dana Van Aken (Carnegie Mellon University), Ahmed Hefny (Carnegie Mellon University), Gustavo Mezerhane (Carnegie Mellon University), Andrew Pavlo (Carnegie Mellon University), Geoffrey Gordon (Carnegie Mellon University) - RUSHMON: Real-time Isolation Anomalies Monitoring
Zechao Shang (University of Chicago), Jeffrey Xu Yu (Chinese University of Hong Kong), Aaron Elmore (University of Chicago) - On the Calculation of Optimality Ranges for Relational Query Execution Plans
Florian Wolf (TU Ilmenau), Norman May (SAP SE), Paul Willems (SAP SE), Kai-Uwe Sattler (TU Ilmenau) - Adaptive Optimization of Very Large Join Queries
Thomas Neumann (Technische Universität München), Bernhard Radke (Technische Universität München) - Improving Join Reorderability with Compensation Operators
TaiNing Wang (National University of Singapore), Chee-Yong Chan (National University of Singapore)
Session 8: Spatial Data & Streams
Wednesday 11:00-12:30
Chambers
Hashtag: #sigmod18 #R8Px
Session Chair: Walid Aref (Purdue University)
- When Hierarchy Meets 2-Hop-Labeling: Efficient Shortest Distance Queries on Road Networks
Dian Ouyang (University of Technology Sydney), Lu Qin (University of Technology Sydney), Lijun Chang (The University of Sydney), Xuemin Lin (University of New South Wales), Ying Zhang (University of Technology Sydney), Qing Zhu (Renmin University of China) - DITA: Distributed In-Memory Trajectory Analytics
Zeyuan Shang (Brown University), Guoliang Li (Tsinghua University), Zhifeng Bao (RMIT University) - Cold Filter: A Meta-Framework for Faster and More Accurate Stream Processing
Yang Zhou (Peking University), Tong Yang (Peking University), Jie Jiang (Peking University), Bin Cui (Peking University), Minlan Yu (Harvard University), Xiaoming Li (Peking University), Steve Uhlig (Queen Mary University of London) - Sketching Linear Classifiers over Data Streams
Kai Sheng Tai (Stanford University), Vatsal Sharan (Stanford University), Peter Bailis (Stanford University), Gregory Valiant (Stanford University) - Dynamic Pricing in Spatial Crowdsourcing: A Matching-based Approach
Yongxin Tong (Beihang University), Libin Wang (Beihang University), Zimu Zhou (ETH Zurich), Lei Chen (Hong Kong University of Science and Technology), Bowen Du (Beihang Univeristy), Jieping Ye (Didichuxing Inc.)
Session 9: Similarity Queries & Estimation
Wednesday 14:00-15:30
Harris
Hashtag: #sigmod18 #R9Px
Session Chair: Abolfazl Asudeh (University of Michigan)
- Lightweight Cardinality Estimation in LSM-based Systems
Ildar Absalyamov (UC Riverside), Michael Carey (UC Irvine), Vassilis Tsotras (UC Riverside) - Column Sketches: A Scan Accelerator for Rapid and Robust Predicate Evaluation
Brian Hentschel (Harvard University), Michael Kester (Harvard University), Stratos Idreos (Harvard University - Remember Where You Came From: On The Second-Order Random Walk Based Proximity Measures (From VLDB 2017)
Yubao Wu (Georgia State University), Yuchen Bian (Pennsylvania State University), Xiang Zhang (Pennsylvania State University) - ZigZag: Supporting Similarity Queries on Vector Space Models
Wenhai Li (Wuhan University), Lingfeng Deng (Wuhan University), Yang Li (Wuhan University), Chen Li (UC Irvine) - Randomized Algorithms Accelerated over CPU-GPU for Ultra-High Dimensional Similarity Search
Yiqiu Wang (Rice University), Anshumali Shrivastava (Rice University), Jonathan Wang (Rice University), Junghee Ryu (Rice University) - Overlap Set Similarity Joins with Theoretical Guarantees
Dong Deng (MIT), Yufei Tao (Chinese University of Hong Kong), Guoliang Li (Tsinghua University)
Session 10: Analytical Queries
Wednesday 14:00-15:30
Chambers
Hashtag: #sigmod18 #R10Px
Session Chair: Chengkai Li (University of Texas at Arlington)
- BOOMER: Blending Visual Formulation and Processing of p-Homomorphic Queries on Large Networks
Yinglong Song (Nanyang Technological University), Huey Eng CHUA (Nanyang Technological University), Sourav S Bhowmick (Nanyang Technological University), Byron Choi (Hong Kong Baptist University), Shuigeng Zhou (Fudan University) - Navigating the Data Lake with Datamaran: Automatically Extracting Structure from Log Datasets
Yihan Gao (University of Illinois, Urbana-Champaign), Silu Huang (University of Illinois, Urbana-Champaign), Aditya Parameswaran (University of Illinois, Urbana-Champaign) - Efficient k-Regret Query Algorithm with Restriction-free Bound for any Dimensionality
Min XIE (HKUST), Raymond Chi-Wing Wong (Hong Kong University of Science and Technology), Jian LI (Tsinghua University), Cheng Long (Queen's University Belfast), Ashwin Lall (Denison University) - A Rating-Ranking Method for Crowdsourced Top-k Computation
Kaiyu Li (Tsinghua University), Guoliang Li (Tsinghua University), Xiaohang Zhang (Tsinghua University) - Online Processing Algorithms for Influence Maximization
Jing Tang (Nanyang Technological University), Xueyan Tang (Nanyang Technological University), Xiaokui Xiao (National University of Singapore), Junsong Yuan (State University of New York at Buffalo) - Top-k Sorting Under Partial Order Information
Eyal Dushkin (Tel Aviv University), Tova Milo (Tel Aviv University)
Session 11: Data Mining
Thursday 10:30-12:30
Fort Bend
Hashtag: #sigmod18 #R11Px
Session Chair: Laks V.S. Lakshmanan (The University of British Columbia)
- Bias in OLAP Queries: Detection, Explanation, and Removal
Babak Salimi (University of Washington), Johannes Gehrke (Microsoft), Dan Suciu (University of Washington) - Persistent Bloom Filter: Membership Testing for the Entire History
Yanqing Peng (University of Utah), Jinwei Guo (East China Normal University), Feifei Li (University of Utah), Weining Qian (East China Normal University, China), Aoying Zhou (East China Normal University) - Matrix Profile X: VALMOD - Scalable Discovery of Variable-Length Motifs in Data Series
Michele Linardi (Paris Descartes University), Themis Palpanas (Paris Descartes University), Yan Zhu (UC Riverside), Eamonn Keogh (UC Riverside) - Fast Euclidean OPTICS with Bounded Precision in Low Dimensional Space
Junhao Gan (University of Queensland), Yufei Tao (Chinese University of Hong Kong) - The Cascading Analysts Algorithm
Mukund Sundararajan (Google), Qiqi Yan (Google), Matthias Ruhl (Accompani) - Finding Seeds and Relevant Tags Jointly: For Targeted Influence Maximization in Social Networks
Xiangyu Ke (Nanyang Technological University), Arijit Khan (Nanyang Technological University), Gao Cong (Nanyang Technological Univesity) - Efficient Algorithms for Finding Approximate Heavy Hitters in Personalized PageRank
Sibo Wang (University of Queensland), Yufei Tao (The Chinese University of Hong Kong) - Data Sketches for Disaggregated Subset Sum and Frequent Item Estimation
Daniel Ting (Tableau Software)
Session 12: : Distributed and Parallel Databases
Thursday 10:30-12:30
Montgomery
Hashtag: #sigmod18 #R12Px
Session Chair: Andy Pavlo (Carnegie Mellon University)
- Adaptive Asynchronous Parallelization of Graph Algorithms
Wenfei Fan (University of Edinburgh & Beihang University), Ping Lu (Beihang University), Xiaojian Luo (Beihang University), Jingbo Xu (University of Edinburgh), Ruiqi Xu (University of Edinburgh), Qiang Yin (Beihang University), Wenyuan Yu (Beihang University) - Meta-Dataflows: Efficient Exploratory Dataflow Jobs
Raul Castro Fernandez (MIT), William Culhane (Imperial College London), Pijika Watcharapichat (Imperial College London), Matthias Weidlich (Humboldt-Universität zu Berlin), Victoria Lopez Morales (Imperial College London), Peter Pietzuch (Imperial College London) - RP-DBSCAN: A Superfast Parallel DBSCAN Algorithm Based on Random Partitioning
Hwanjun Song (KAIST), Jae-Gil Lee (KAIST) - PlinyCompute: A Platform for High-Performance, Distributed, Data-Intensive Tool Development
Jia Zou (Rice University), R. Matthew Barnett (Rice University), Tania Lorido-Botran (University of Deusto / current visitor at Rice University), Shangyu Luo (Rice University), Carlos Monroy (Rice University), Sourav Sikdar (Rice University), Kia Teymourian (Boston University), Binhang Yuan (Rice University), Chris Jermaine (Rice University) - Automatically Leveraging MapReduce Frameworks for Data-Intensive Applications
Maaz Bin Safeer Ahmad (University of Washington), Alvin Cheung (University of Washington) - DPaxos: Managing Data Closer to Users for Low-Latency and Mobile Applications
Faisal Nawab (UC Santa Cruz), Divy Agrawal (UC Santa Barbara), Amr El Abbadi (UC Santa Barbara) - Submodularity of Distributed Join Computation
Rundong Li (Northeastern University), Mirek Riedewald (Northeastern University), Xinyan Deng (Northeastern University) - NashDB: An Economic Approach to Fragmentation, Replication, and Provisioning for Elastic Databases
Ryan Marcus (Brandeis University), Olga Papaemmanouil (Brandeis University), Sofiya Semenova (Brandeis University), Solomon Garber (Brandeis University)
Session 13: Graphs 2: Machine Learning & Knowledge-base Construction
Thursday 10:30-12:30
Briargrove
Hashtag: #sigmod18 #R13Px
Session Chair: Guoliang Li (Tsinghua University)
- SketchML: Accelerating Distributed Machine Learning with Data Sketches
Jiawei Jiang (Peking University), Fangcheng Fu (Peking University), Tong Yang (Peking University), Bin Cui (Peking University) - MISTIQUE: A System to Store and Query Model Intermediates for Model Diagnosis
Manasi Vartak (MIT), Joana M. F. da Trindade (MIT), Samuel Madden (MIT), Matei Zaharia (Stanford and Databricks) - Fonduer: Knowledge Base Construction from Richly Formatted Data
Sen Wu (Stanford University), Luke Hsiao (Stanford University), Xiao Cheng (Stanford University), Braden Hancock (Stanford University), Theodoros Rekatsinas (University of Wisconsin-Madison), Philip Levis (Stanford University), Christopher Re (Stanford University) - Maverick: Discovering Exceptional Facts from Knowledge Graphs
Gensheng Zhang (The University of Texas at Arlington), Damian Jimenez (The University of Texas at Arlington), Chengkai Li (The University of Texas at Arlington) - A General and Efficient Querying Method for Learning to Hash
Jinfeng Li (The Chinese University of Hong Kong), Xiao Yan (The Chinese University of Hong Kong), Jian Zhang (The Chinese University of Hong Kong), An Xu (The Chinese University of Hong Kong), James Cheng (The Chinese University of Hong Kong), Jie Liu (The Chinese University of Hong Kong), Kelvin Kai Wing Ng (The Chinese University of Hong Kong), Ti-Chung Cheng (The Chinese University of Hong Kong) - Subjective Knowledge Base Construction Powered By Crowdsourcing and Knowledge Base
Hao Xin (Hong Kong University of Science and Technology), Rui Meng (BNU-HKBU United International College), Lei Chen (Hong Kong University of Science and Technology) - DimBoost: Boosting Gradient Boosting Decision Tree to Higher Dimensions
Jiawei Jiang (Peking University), Bin Cui (Peking University), Ce Zhang (ETH), Fangcheng Fu (Peking University) - Auto-Detect: Data-Driven Error Detection in Tables
Zhipeng Huang (University of Hong Kong), Yeye He (Microsoft Research)
Session 14: Approximate Query Processing
Thursday 14:00-15:30
Fort Bend
Hashtag: #sigmod18 #R14Px
Session Chair: Stratos Idreos (Harvard University)
- VerdictDB: Universalizing Approximate Query Processing
Yongjoo Park (University of Michigan), Barzan Mozafari (University of Michigan), Joseph Sorenson (University of Michigan), Junhao Wang (University of Michigan) - AQP++: Connecting Approximate Query Processing With Aggregate Precomputation for Interactive
Analytics
Jinglin Peng (Simon Fraser University), Dongxiang Zhang (National University of Defense Technology), Jiannan Wang (Simon Fraser University), Jian Pei (Simon Fraser University) - Accelerating Machine Learning Inference with Probabilistic Predicates
Yao Lu (UW / MSR), Aakanksha Chowdhery (Princeton University), Srikanth Kandula (Microsoft Research), Surajit Chaudhuri (Microsoft Research) - A Query Engine for Probabilistic Preferences
Uzi Cohen (Technion), Batya Kenig (Technion), Haoyue Ping (Drexel University), Benny Kimelfeld (Technion), Julia Stoyanovich (Drexel University) - Random Sampling over Joins Revisited
Zhuoyue Zhao (University of Utah), Robert Christensen (University of Utah), Feifei Li (University of Utah), Xiao Hu (Hong Kong University of Science and Technology), Ke Yi (Hong Kong University of Science and Technology)
Session 15: Database for Emerging Hardware
Thursday 14:00-15:30
Montgomery
Hashtag: #sigmod18 #R15Px
Session Chair: Peter Pietzuch (Imperial College London)
- Managing Non-Volatile Memory in Database Systems
Alexander van Renen (Technical University of Munich), Viktor Leis (Technical University of Munich), Alfons Kemper (Technical University of Munich), Thomas Neumann (Technical University of Munich), Takushi Hashida (Fujitsu), Kazuichi Oe (Fujitsu), Yoshiyasu Doi (Fujitsu), Lilian Harada (Fujitsu), Sato Mitsuru (Fujitsu) - Efficient Top-K Query Processing on Massively Parallel Hardware
Anil Shanbhag (MIT), Holger Pirk (Imperial College London), Samuel Madden (MIT) - Distributed Lock Management with RDMA: Decentralization without Starvation
Dong Young Yoon (University of Michigan, Ann Arbor), Mosharaf Chowdhury (University of Michigan, Ann Arbor), Barzan Mozafari (University of Michigan, Ann Arbor) - Speeding Up Set Intersections in Graph Algorithms using SIMD Instructions
Shuo Han (Peking University), Lei Zou (Peking University), Jeffrey Xu Yu (Chinese University of Hong Kong) - Pipelined Query Processing in Coprocessor Environments
Henning Funke (TU Dortmund University), Sebastian Breß (DFKI GmbH), Stefan Noll (TU Dortmund University), Volker Markl (Techniche Universität Berlin), Jens Teubner (TU Dortmund University) - AHEAD: Adaptable Data Hardening for On-the-Fly Hardware Error Detection during Database Query
Processing
Till Kolditz (TU Dresden), Dirk Habich (TU Dresden), Matthias Werner (TU Dresden), Stefan T.J. de Bruijn (NubiloSoft), Wolfgang Lehner (TU Dresden)
INDUSTRY SESSIONS
Session 1: Adaptive Query Processing
Tuesday 11:00-12:30
Harris
Hashtag: #sigmod18 #I1Px
Session Chair: Jens Dittrich (Saarland University)
- Columnstore and B+ tree - Are Hybrid Physical Designs Important?
Adam Dziedzic (The University of Chicago), Jingjing Wang (University of Washington), Sudipto Das (Microsoft Research), Bolin Ding (Microsoft Research), Vivek Narasayya (Microsoft Research), Manoj Syamala (Microsoft Research) - Computation Reuse in Analytics Job Service at Microsoft
Alekh Jindal (Microsoft), Shi Qiao (Microsoft), Hiren Patel (Microsoft), Zhicheng Yin (Microsoft), Jieming Di (Microsoft), Malay Bag (Microsoft), Marc Friedman (Microsoft), Yifung Lin (Microsoft), Konstantinos Karanasos (Microsoft), Sriram Rao (Microsoft) - P-Store: An Elastic Database System with Predictive Provisioning
Rebecca Taft (MIT), Nosayba El-Sayed (MIT), Marco Serafini (QCRI), Yu Lu (UIUC), Ashraf Aboulnaga (QCRI), Michael Stonebraker (MIT), Ricardo Mayerhofer (B2W Digital), Francisco Andrade (B2W Digital) - Apache Calcite: A Foundational Framework for Optimized Query Processing Over Heterogeneous Data
Sources
Edmon Begoli (Oak Ridge National Laboratory), Jesu´s Camacho-Rodri´guez (Hortonworks Inc.), Julian Hyde (Hortonworks Inc.), Michael Mior (University of Waterloo), Daniel Lemire (University of Quebec (TELUQ))
Session 2: Real-time Analytics
Tuesday 16:00-18:00
Harris
Hashtag: #sigmod18 #I2Px
Session Chair: Barzan Mozafari (University of Michigan)
- Pinot: Realtime OLAP for 530 Million Users
Jean-Francois Im (Linkedin), Kishore Gopalakrishna (Linkedin), Subbu Subramaniam (Linkedin), Mayank Shrivastava, (Linkedin), Adwait Tumbde (Linkedin), Xiaotian Jiang (Linkedin), Jennifer Dai (Linkedin), Seunghyun Lee (Linkedin), Neha Pawar (Linkedin), Jialiang Li (Linkedin), Ravi Aringunram (Linkedin) - Robust, Scalable, Real-Time Event Time Series Aggregation at Twitter
Peilin Yang (Twitter), Srikanth Thiagarajan (Twitter), Jimmy Lin (University of Waterloo) - Structured Streaming: A Declarative API for Real-Time Applications in Apache Spark
Michael Armbrust (Databricks), Tathagata Das (Databricks), Joseph Torres (Databricks), Burak Yavuz (Databricks), Shixiong Zhu (Databricks), Reynold Xin (Databricks), Ali Ghodsi (Databricks), Ion Stoica (Databricks), Matei Zaharia (Stanford and Databricks) - TcpRT: Instrument and Diagnostic Analysis System for Service Quality of Cloud Databases at Massive
Scale in Real-time
Wei Cao (Alibaba), Yusong Gao (Alibaba Cloud), Bingchen Lin (Alibaba Cloud), Xiaojie Feng (Alibaba Cloud), Yu Xie (Alibaba Cloud), Xiao Lou (Alibaba Cloud), Peng Wang (Alibaba Cloud)
Session 3: DB systems in the Cloud and Open Source
Wednesday 11:00-12:30
Houston 5
Hashtag: #sigmod18 #I3Px
Session Chair: Mohammad Sadoghi (University of California, Davis)
- Amazon Aurora: On Avoiding Distributed Consensus for I/Os, Commits, and Membership Changes
Alexandre Verbitski (Amazon Web Services), Anurag Gupta (Amazon Web Services), Debanjan Saha (Amazon Web Services), James Corey (Amazon Web Services), Kamal Gupta (Amazon Web Services), Murali Bahmadesam (Amazon Web Services), Raman Mittal (Amazon Web Services), Sailesh Krishnamurthy (Amazon Web Services), Sandor Maurice (Amazon Web Services), Tengiz Kharatishvilli (Amazon Web Services), Xiaofeng Bao (Amazon Web Services), Joe Tucek (Amazon Web Services), Yuri Volobuyev (Amazon Web Services - Eon Mode: Bringing the Vertica Columnar Database to the Cloud
Ben Vandiver (Microfocus Vertica), Shreya Prasad (Microfocus Vertica), Pratibha Rana (Microfocus Vertica), Eden Zik (Microfocus Vertica), Amin Saeidi (Microfocus Vertica), Pratyush Parimal (Microfocus Vertica), Styliani Pantela (Microfocus Vertica), Jaimin Dave (Microfocus Vertica) - Survivability of Cloud Databases - Factors and Prediction
Jose Picado (Oregon State University), Willis Lang (Microsoft Gray Systems), Edward C Thayer (Microsoft) - Rapid Adoption of Cloud Data Warehouse Technology Using Datometry Hyper-Q
Lyublena Antova (Datometry), Derrick Bryant (Datometry), Tuan Cao (Datometry), Michael Duller (Datometry), Mohamed Soliman (Datometry), Florian M. Waas (Datometry)
Session 4: Graph Databases & Query Processing on Modern Hardware
Thursday 10:30-12:30
Harris
Hashtag: #sigmod18 #I4Px
Session Chair: Jianjun Chen (Huawei)
- A Graph Database for a Virtualized Network Infrastructure
Theodore Johnson (AT&T Labs - Research), Pramod Jamkhedkar (AT&T Labs - Research), Yaron Kanza (AT&T Labs-Research), Aman Shaikh (AT&T Labs - Research), N.K. Shankaranarayanan (AT&T Labs - Research), Vladislav Shkapenyuk (AT&T Labs - Research - RAPID: In-Memory Analytical Query Processing Engine with Extreme Performance per Watt
Cagri Balkesen (Oracle Labs), Nitin Kunal (Oracle Labs), Georgios Giannikis (Oracle Labs), Pit Fender (Oracle Labs), Seema Sundara (Oracle Labs), Felix Schmidt (Oracle Labs), Jian Wen (Oracle Labs), Sandeep Agrawal (Oracle Labs), Arun Raghavan (Oracle Labs), Venkatanathan Varadarajan (Oracle Labs), Anand Viswanathan (Oracle), Balakrishnan Chandrasekaran (Oracle), Sam Idicula (Oracle Labs), Nipun Agarwal (Oracle Labs), Eric Sedlar (Oracle) - G-CORE: A Core for Future Graph Query Languages
Renzo Angles (Universidad de Talca), Marcelo Arenas (PUC Chile), Pablo Barcelo (University of Chile), Peter Boncz (CWI), George Fletcher (TU Eindhoven), Claudio Gutierrez (Universidad de Chile, Chile), Tobias Lindaaker (Neo4j), Marcus Paradies (DLR), Stefan Plantikow (Neo4j), Juan Sequeda (Capsenta Labs, USA), Oskar van Rest (Oracle Labs), Hannes Voigt (TU Dresden) - Cypher: An Evolving Query Language for Property Graphs
Nadime Francis (Universite´ Paris-Est), Alastair Green (Neo4j), Paolo Guagliardo (University of Edinburgh), Leonid Libkin (University of Edinburgh), Tobias Lindaaker (Neo4j), Victor Marsault (University of Edinburgh), Stefan Plantikow (Neo4j), Mats Rydberg (Neo4j), Petra Selmer (Neo4j), Andre´s Taylor (Neo4j) - BIPie: Fast Selection and Aggregation on Encoded Data using Operator Specialization
Michal Nowakiewicz (MemSQL), Eric Boutin (MemSQL), Eric Hanson (MemSQL), Robert Walzer (MemSQL), Akash Katipally (MemSQL)
DEMO SESSIONS
Group 1
Tuesday 14:00-15:30
Wednesday 16:00-18:00
Location: Houston 7
Hashtag: #sigmod18 #demo1
- Demonstration of VerdictDB, the Platform-Independent AQP System
- Interactive Demonstration of Probabilistic Predicates
- Trip Planning by an Integrated Search Paradigm
- POIsam: A System for Efficient Selection of Large-scale Geospatial Data on Maps
- DITA: A Distributed In-Memory Trajectory Analytics System
- ACID: A System for Computing Approximate Certain Query Answers over Incomplete Databases
- A Demonstration of Sya: A Spatial Probabilistic Knowledge Base Construction System
- Interactive Visual Exploration of Spatio-Temporal Urban Data Sets using Urbane
- DBLOC: Density Based Clustering over LOCation Based Services
- Crowdsourcing Analytics with CrowdCur
- Joins over UNION ALL Queries in Teradata®: Demonstration of Optimized Execution
- QAGView: Interactively Summarizing High-Valued Aggregate Query Answers
- PISTIS: A Conflict of Interest Declaration and Detection System for Peer Review Management
- Energy-Utility Function-Based Resource Control for In-Memory Database Systems LIVE
- iQCAR: A demonstration of an Inter-query Contention Analyzer for Cluster Computing Frameworks
- IoT-Detective: Analyzing IoT Data Under Differential Privacy
- GRFusion: Graphs as First-Class Citizens in Main-Memory Relational Database Systems
- DeepEye: Creating Good Data Visualizations by Keyword Search
Group 2
Wednesday 14:00-15:30
Thursday 16:00-18:00
Location: Houston 7
Hashtag: #sigmod18 #demo2
- Cohort Analysis with Ease
- Qetch: Time Series Querying with Expressive Sketches
- SQuID: Semantic Similarity-Aware Query Intent Discovery
- An Ontology based Dialog Interface to Database
- IMPROVE-QA: An Interactive Mechanism for RDF Question/Answering Systems
- VALMOD: A Suite for Easy and Exact Detection of Variable Length Motifs in Data Series
- EPUI: Experimental Platform for Urban Informatics
- DBPal: A Learned NL-Interface for Databases
- DataDiff: User-Interpretable Data Transformation Summaries for Collaborative Data Analysis
- A Nutritional Label for Rankings
- Precision Interfaces for Different Modalities
- Demonstration of Smoke: A Deep Breath of Data-Intensive Lineage Applications
- Transform-Data-by-Example (TDE): Extensible Data Transformation in Excel
- GExp: Cost-aware Graph Exploration with Keywords
- DataProf: Semantic Profiling for Iterative Data Cleansing and Business Rule Acquisition
- GeoFlux: Hands-Off Data Integration Leveraging Join Key Knowledge
- Deeper: A Data Enrichment System Powered by Deep Web
- ZaliQL: Causal Inference from Observational Data at Scale (From VLDB 2017)
POSTER SESSIONS
Session 1
Wednesday 16:00-18:00
Location: Houston 567
Hashtag: #sigmod18 #poster1
Posters for SIGMOD Research 1-7 and SIGMOD Industry 1-2
Posters for all PODS papers
Session 2
Thursday 16:00-18:00
Location: Houston 567
Hashtag: #sigmod18 #poster2
Posters for SIGMOD Research 8-15 and SIGMOD Industry 3-4
Poster for all TODS paper
TUTORIAL SESSIONS
Tutorial 1
Tuesday 11:00-12:30
Location: Meyerland
Hashtag: #sigmod18 #T1Px
- Evaluating Interactive Data Systems: Workloads, Metrics, and Guidelines
Lilong Jiang (The Ohio State University), Protiva Rahman (The Ohio State University), Arnab Nandi (The Ohio State University)
Tutorial 2
Tuesday 14:00-16:00
Location: Meyerland
Hashtag: #sigmod18 #T2Px
- Data Integration and Machine Learning: A Natural Synergy
Luna Dong (Amazon.com), Theodoros Rekatsinas (University of Wisconsin-Madison)
Tutorial 3
Tuesday 16:00-18:00
Location: Meyerland
Hashtag: #sigmod18 #T3Px
- Modern Recommender Systems: from Computing Matrices to Thinking with Neurons
Georgia Koutrika (Athena Research Center)
Tutorial 4
Wednesday 11:00-12:30
Location: Briargrove
Hashtag: #sigmod18 #T4Px
- Privacy at Scale: Local Differential Privacy in Practice, Part 1
Graham Cormode (University of Warwick), Somesh Jha (University of Wisconsin-Madison), Tejas Kulkarni (University of Warwick), Ninghui Li (Purdue University), Divesh Srivastava (AT&T Labs Research), Tianhao Wang (Purdue University)
Tutorial 5
Wednesday 14:00-15:30
Location: Briargrove
Hashtag: #sigmod18 #T5Px
- Privacy at Scale: Local Differential Privacy in Practice, Part 2
Graham Cormode (University of Warwick), Somesh Jha (University of Wisconsin-Madison), Tejas Kulkarni (University of Warwick), Ninghui Li (Purdue University), Divesh Srivastava (AT&T Labs Research), Tianhao Wang (Purdue University)
Tutorial 6
Thursday 14:00-15:30
Location: Briargrove
Hashtag: #sigmod18 #T6Px
- Algorithmic Aspects of Parallel Query Processing
Paraschos Koutris (University of Wisconsin-Madison), Semih Salihoglu (University of Waterloo), Dan Suciu (University of Washington)
STUDENT RESEARCH COMPETITION
Tuesday 18:15-20:15
Location: Kingwood
Hashtag: #sigmod18 #src
Session Chairs: Alvin Cheung (University of Washington) and Jana Giceva (Imperial College London)
- Tighter Upper Bounds for Join Cardinality Estimates
- Approximate Triangle Count and Clustering Coefficient
- (Artificial) Mind over Matter: Integrating Humans and Algorithms in Solving Matching Problems
- FREDDY: Fast Word Embeddings in Database Systems
- RDSQ: Reliable Queue Protocol over Shared Logs
- Efficient Exploration of Linked Data
- OpenSSD as SQLite Engine
- Worst Case Optimal Joins on Multi-Model Data
- MonetDBLite: An Embedded Analytical Database
- Splaying Log-Structured Merge-Trees
- Incremental View Maintenance for Property Graph Queries
NEW RESEARCHER SYMPOSIUM
Tuesday 18:15-20:15
Location: Briargrove
Hashtag: #sigmod18 #nrs
Session Chairs: Katja Hose (Aalborg University) and Eugene Wu (Columbia University)
Panelists:
- Orestis Polychroniou (Columbia University, USA)
- Xin Luna Dong (Amazon, USA)
- Jens Dittrich (Saarland University, Germany)
- Arun Kumar (UC San Diego, USA)
- Juliana Freire (New York University, USA)
- Ted Benson (Instabase, USA)
SPECIAL SESSION
A Technical Research Agenda in Data Ethics and Responsible Data Management
Thursday 14:00-15:30
Location: Harris
Hashtag: #sigmod18 #panel
Moderator: Julia Stoyanovich (Drexel University)
Speakers:
- Krishna Gummadi (MPI Software Systems)
- Bill Howe (University of Washington)
- HV Jagadish (University of Michigan)
- Alexandra Meliou (University of Massachusetts, Amherst)
AWARD TALKS
Thursday 8:00-10:00
Location: Houston 1234
Hashtag: #sigmod18 #awards
Moderator: Juliana Freire (New York University)
- Jim Gray Dissertation Awards
- SIGMOD Systems Award
- Contributions Award
- Test-of-Time Award
- Innovations Award
TEASER TALKS
Tuesday 8:00-10:30
Location:Houston 1234
Hashtag: #sigmod18 #teaser1
Wednesday 8:00-10:30
Location:Houston 1234
Hashtag: #sigmod18 #teaser2
Thursday 8:00-10:00
Location:Houston 1234
Hashtag: #sigmod18 #teaser3