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ORCIDProceedings of the VLDB Endowment, Volume 12
Volume 12, Number 1, September 2018
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Sunghwan Kim, Taesung Lee, Seung-won Hwang, Sameh Elnikety:
List Intersection for Web Search: Algorithms, Cost Models, and Optimizations. 1-13 - Michael J. Whittaker, Joseph M. Hellerstein:
Interactive Checks for Coordination Avoidance. 14-27 - Jianbin Qin, Chuan Xiao:
Pigeonring: A Principle for Faster Thresholded Similarity Search. 28-42 - Ahmet Erdem Sariyüce, C. Seshadhri, Ali Pinar:
Local Algorithms for Hierarchical Dense Subgraph Discovery. 43-56 - Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du:
Cost-Effective Data Annotation using Game-Based Crowdsourcing. 57-70 - Enhui Huang, Liping Peng, Luciano Di Palma, Ahmed Abdelkafi, Anna Liu, Yanlei Diao:
Optimization for Active Learning-based Interactive Database Exploration. 71-84
Volume 12, Number 2, October 2018
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Tobias Bleifuß, Leon Bornemann, Theodore Johnson, Dmitri V. Kalashnikov, Felix Naumann, Divesh Srivastava:
Exploring Change - A New Dimension of Data Analytics. 85-98 - Bishwamittra Ghosh
, Mohammed Eunus Ali, Farhana Murtaza Choudhury, Sajid Hasan Apon, Timos Sellis, Jianxin Li:
The Flexible Socio Spatial Group Queries. 99-111 - Karima Echihabi, Kostas Zoumpatianos, Themis Palpanas, Houda Benbrahim:
The Lernaean Hydra of Data Series Similarity Search: An Experimental Evaluation of the State of the Art. 112-127 - Wei Wang, Jinyang Gao, Meihui Zhang, Sheng Wang, Gang Chen, Teck Khim Ng, Beng Chin Ooi, Jie Shao, Moaz Reyad:
Rafiki: Machine Learning as an Analytics Service System. 128-140 - Pavle Subotic, Herbert Jordan, Lijun Chang, Alan D. Fekete, Bernhard Scholz:
Automatic Index Selection for Large-Scale Datalog Computation. 141-153 - Shuang Song, Xu Liu, Qinzhe Wu, Andreas Gerstlauer, Tao Li, Lizy K. John:
Start Late or Finish Early: A Distributed Graph Processing System with Redundancy Reduction. 154-168 - Bailu Ding, Lucja Kot, Johannes Gehrke:
Improving Optimistic Concurrency Control Through Transaction Batching and Operation Reordering. 169-182
Volume 12, Number 3, November 2018
- Ting Xie, Varun Chandola, Oliver Kennedy:
Query Log Compression for Workload Analytics. 183-196 - Mohammed Eunus Ali, Shadman Saqib Eusuf, Kaysar Abdullah, Farhana Murtaza Choudhury, J. Shane Culpepper, Timos Sellis:
The Maximum Trajectory Coverage Query in Spatial Databases. 197-209 - Chenggang Wu, Alekh Jindal, Saeed Amizadeh, Hiren Patel, Wangchao Le, Shi Qiao, Sriram Rao:
Towards a Learning Optimizer for Shared Clouds. 210-222 - Paroma Varma, Christopher Ré:
Snuba: Automating Weak Supervision to Label Training Data. 223-236 - Abolfazl Asudeh, H. V. Jagadish, Gerome Miklau, Julia Stoyanovich:
On Obtaining Stable Rankings. 237-250 - Shuping Ji, Hans-Arno Jacobsen:
PS-Tree-based Efficient Boolean Expression Matching for High Dimensional and Dense Workloads. 251-264 - Yizhou Yan, Lei Cao, Samuel Madden, Elke A. Rundensteiner:
SWIFT: Mining Representative Patterns from Large Event Streams. 265-277 - Paul Suganthan G. C., Adel Ardalan, AnHai Doan, Aditya Akella:
Smurf: Self-Service String Matching Using Random Forests. 278-291 - Feilong Liu, Ario Salmasi, Spyros Blanas, Anastasios Sidiropoulos:
Chasing Similarity: Distribution-aware Aggregation Scheduling. 292-306 - Johes Bater, Xi He, William Ehrich, Ashwin Machanavajjhala, Jennie Rogers:
ShrinkWrap: Efficient SQL Query Processing in Differentially Private Data Federations. 307-320
Volume 12, Number 4, December 2018
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Gurbinder Gill, Roshan Dathathri, Loc Hoang, Keshav Pingali:
A Study of Partitioning Policies for Graph Analytics on Large-scale Distributed Platforms. 321-334 - K. Ashwin Kumar, Petros Efstathopoulos:
Utility-Driven Graph Summarization. 335-347 - Kaan Kara, Ken Eguro, Ce Zhang, Gustavo Alonso:
ColumnML: Column-Store Machine Learning with On-The-Fly Data Transformation. 348-361 - Yanying Li, Haipei Sun, Boxiang Dong, Wendy Hui Wang:
Cost-efficient Data Acquisition on Online Data Marketplaces for Correlation Analysis. 362-375 - Mohamad Dolatshah, Mathew Teoh, Jiannan Wang, Jian Pei:
Cleaning Crowdsourced Labels Using Oracles For Statistical Classification. 376-389 - Matteo Lissandrini, Martin Brugnara, Yannis Velegrakis:
Beyond Macrobenchmarks: Microbenchmark-based Graph Database Evaluation. 390-403 - Valter Balegas, Sérgio Duarte, Carla Ferreira, Rodrigo Rodrigues, Nuno M. Preguiça:
IPA: Invariant-preserving Applications for Weakly consistent Replicated Databases. 404-418 - Firas Abuzaid, Peter Kraft, Sahaana Suri, Edward Gan, Eric Xu, Atul Shenoy, Asvin Anathanaraya, John Sheu, Erik Meijer, Xi Wu, Jeffrey F. Naughton, Peter Bailis, Matei Zaharia:
DIFF: A Relational Interface for Large-Scale Data Explanation. 419-432 - Ran Ben-Basat, Roy Friedman, Rana Shahout:
Stream Frequency Over Interval Queries. 433-445 - Doris Xin, Stephen Macke, Litian Ma, Jialin Liu, Shuchen Song, Aditya G. Parameswaran:
Helix: Holistic Optimization for Accelerating Iterative Machine Learning. 446-460
Volume 12, Number 5, January 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Cong Fu, Chao Xiang, Changxu Wang, Deng Cai:
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph. 461-474 - Qi Wang, Torsten Suel:
Document Reordering for Faster Intersection. 475-487 - Xiaofei Zhang, M. Tamer Özsu:
Correlation Constraint Shortest Path over Large Multi-Relation Graphs. 488-501 - Harald Lang, Thomas Neumann, Alfons Kemper, Peter A. Boncz:
Performance-Optimal Filtering: Bloom overtakes Cuckoo at High-Throughput. 502-515 - Steffen Zeuch, Sebastian Breß, Tilmann Rabl, Bonaventura Del Monte, Jeyhun Karimov, Clemens Lutz, Manuel Renz, Jonas Traub, Volker Markl:
Analyzing Efficient Stream Processing on Modern Hardware. 516-530 - Chen Luo, Michael J. Carey:
Efficient Data Ingestion and Query Processing for LSM-Based Storage Systems. 531-543 - Periklis Chrysogelos, Manos Karpathiotakis, Raja Appuswamy, Anastasia Ailamaki:
HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines. 544-556 - Paolo Atzeni, Luigi Bellomarini, Paolo Papotti, Riccardo Torlone:
Meta-Mappings for Schema Mapping Reuse. 557-569 - Lijie Xu, Tian Guo, Wensheng Dou, Wei Wang, Jun Wei:
An Experimental Evaluation of Garbage Collectors on Big Data Applications. 570-583 - Jinwei Guo, Peng Cai, Jiahao Wang, Weining Qian, Aoying Zhou:
Adaptive Optimistic Concurrency Control for Heterogeneous Workloads. 584-596 - Yu-Shan Lin, Shao-Kan Pi, Meng-Kai Liao, Ching Tsai, Aaron J. Elmore, Shan-Hung Wu:
MgCrab: Transaction Crabbing for Live Migration in Deterministic Database Systems. 597-610 - Sujaya Maiyya, Faisal Nawab, Divy Agrawal, Amr El Abbadi:
Unifying Consensus and Atomic Commitment for Effective Cloud Data Management. 611-623
Volume 12, Number 6, February 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Chenggang Wu, Vikram Sreekanti, Joseph M. Hellerstein:
Autoscaling Tiered Cloud Storage in Anna. 624-638 - Anton Dignös, Boris Glavic, Xing Niu, Johann Gamper, Michael H. Böhlen:
Snapshot Semantics for Temporal Multiset Relations. 639-652 - Selasi Kwashie, Jixue Liu, Jiuyong Li, Lin Liu, Markus Stumptner, Lujing Yang:
Certus: An Effective Entity Resolution Approach with Graph Differential Dependencies (GDDs). 653-666 - Kai Han, Fei Gui, Xiaokui Xiao, Jing Tang, Yuntian He, Zongmai Cao, He Huang:
Efficient and Effective Algorithms for Clustering Uncertain Graphs. 667-680 - Jia Zou, Arun Iyengar, Chris Jermaine:
Pangea: Monolithic Distributed Storage for Data Analytics. 681-694 - Zhiwei Fan, Jianqiao Zhu, Zuyu Zhang, Aws Albarghouthi, Paraschos Koutris, Jignesh M. Patel:
Scaling-Up In-Memory Datalog Processing: Observations and Techniques. 695-708 - Aaron Archer, Kevin Aydin, MohammadHossein Bateni, Vahab S. Mirrokni, Aaron Schild, Ray Yang, Richard Zhuang:
Cache-aware load balancing of data center applications. 709-723
Volume 12, Number 7, March 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Michael Borkowski, Christoph Hochreiner, Stefan Schulte:
Minimizing Cost by Reducing Scaling Operations in Distributed Stream Processing. 724-737 - Yinjun Wu, Abdussalam Alawini, Daniel Deutch, Tova Milo, Susan B. Davidson:
ProvCite: Provenance-based Data Citation. 738-751 - Wenfei Fan, Ping Lu, Chao Tian, Jingren Zhou:
Deducing Certain Fixes to Graphs. 752-765 - Matteo Ceccarello, Andrea Pietracaprina, Geppino Pucci:
Solving k-center Clustering (with Outliers) in MapReduce and Streaming, almost as Accurately as Sequentially. 766-778 - Xiaolan Wang, Alexandra Meliou:
Explain3D: Explaining Disagreements in Disjoint Datasets. 779-792 - Youjip Won, Sundoo Kim, Juseong Yun, Damquang Tuan, Jiwon Seo:
DASH: Database Shadowing for Mobile DBMS. 793-806 - Zeke Wang, Kaan Kara, Hantian Zhang, Gustavo Alonso, Ce Zhang, Onur Mutlu:
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning. 807-821 - Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao:
Declarative Recursive Computation on an RDBMS. 822-835
Volume 12, Number 8, April 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Shahram Ghandeharizadeh, Hieu Nguyen:
Design, Implementation, and Evaluation of Write-Back Policy with Cache Augmented Data Stores. 836-849 - Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic:
User Guidance for Efficient Fact Checking. 850-863 - Xiangyu Ke, Arijit Khan, Leroy Lim Hong Quan:
An In-Depth Comparison of s-t Reliability Algorithms over Uncertain Graphs. 864-876 - Wenfei Fan, Chunming Hu, Muyang Liu, Ping Lu, Qiang Yin, Jingren Zhou:
Dynamic Scaling for Parallel Graph Computations. 877-890 - Dongsheng Li, Yiming Zhang, Jinyan Wang, Kian-Lee Tan:
TopoX: Topology Refactorization for Efficient Graph Partitioning and Processing. 891-905 - Dmitrii Avdiukhin, Sergey Pupyrev, Grigory Yaroslavtsev:
Multi-Dimensional Balanced Graph Partitioning via Projected Gradient Descent. 906-919 - Lei Cao, Yizhou Yan, Samuel Madden, Elke A. Rundensteiner, Mathan Gopalsamy:
Efficient Discovery of Sequence Outlier Patterns. 920-932 - Dmytro Bogatov, George Kollios, Leonid Reyzin:
A Comparative Evaluation of Order-Revealing Encryption Schemes and Secure Range-Query Protocols. 933-947
Volume 12, Number 9, May 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Faisal Orakzai, Toon Calders, Torben Bach Pedersen:
k/2-hop: Fast Mining of Convoy Patterns With Effective Pruning. 948-960 - Ji Sun, Zeyuan Shang, Guoliang Li, Zhifeng Bao, Dong Deng:
Balance-Aware Distributed String Similarity-Based Query Processing System. 961-974 - Pingcheng Ruan, Gang Chen, Anh Dinh, Qian Lin, Beng Chin Ooi, Meihui Zhang:
Fine-Grained, Secure and Efficient Data Provenance for Blockchain. 975-988 - Dalsu Choi, Chang-Sup Park, Yon Dohn Chung:
Progressive Top-k Subarray Query Processing in Array Databases. 989-1001 - Moritz Hoffmann, Andrea Lattuada, Frank McSherry, Vasiliki Kalavri, John Liagouris, Timothy Roscoe:
Megaphone: Latency-conscious state migration for distributed streaming dataflows. 1002-1015 - Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic:
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms. 1016-1029 - Peeyush Gupta, Yin Li, Sharad Mehrotra, Nisha Panwar, Shantanu Sharma, Sumaya Almanee:
Obscure: Information-Theoretic Oblivious and Verifiable Aggregation Queries. 1030-1043 - Anshuman Dutt, Chi Wang, Azade Nazi, Srikanth Kandula, Vivek R. Narasayya, Surajit Chaudhuri:
Selectivity Estimation for Range Predicates using Lightweight Models. 1044-1057
Volume 12, Number 10, June 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Ye Yuan, Xiang Lian, Guoren Wang, Yuliang Ma, Yishu Wang:
Constrained Shortest Path Query in a Large Time-Dependent Graph. 1058-1070 - Lingyang Chu, Zhefeng Wang, Jian Pei, Yanyan Zhang, Yu Yang, Enhong Chen:
Finding Theme Communities from Database Networks. 1071-1084 - James Jie Pan, Guoliang Li, Juntao Hu:
Ridesharing: Simulator, Benchmark, and Evaluation. 1085-1098 - Longbin Lai, Zhu Qing, Zhengyi Yang, Xin Jin, Zhengmin Lai, Ran Wang, Kongzhang Hao, Xuemin Lin, Lu Qin, Wenjie Zhang, Ying Zhang, Zhengping Qian, Jingren Zhou:
Distributed Subgraph Matching on Timely Dataflow. 1099-1112 - Shi Qiao, Adrian Nicoara, Jin Sun, Marc T. Friedman, Hiren Patel, Jaliya Ekanayake:
Hyper Dimension Shuffle: Efficient Data Repartition at Petabyte Scale in Scope. 1113-1125 - Graham Cormode, Tejas Kulkarni, Divesh Srivastava:
Answering Range Queries Under Local Differential Privacy. 1126-1138 - Kai Wang, Xuemin Lin, Lu Qin, Wenjie Zhang, Ying Zhang:
Vertex Priority Based Butterfly Counting for Large-scale Bipartite Networks. 1139-1152 - Yang Cao, Wenfei Fan, Tengfei Yuan:
Block as a Value for SQL over NoSQL. 1153-1166 - Kanat Tangwongsan, Martin Hirzel, Scott Schneider:
Optimal and General Out-of-Order Sliding-Window Aggregation. 1167-1180 - Bo Tang, Kyriakos Mouratidis, Man Lung Yiu, Zhenyu Chen:
Creating Top Ranking Options in the Continuous Option and Preference Space. 1181-1194 - Hanchao Ma, Morteza Alipour Langouri, Yinghui Wu, Fei Chiang, Jiaxing Pi:
Ontology-based Entity Matching in Attributed Graphs. 1195-1207 - Lu Chen, Yunjun Gao, Ziquan Fang, Xiaoye Miao, Christian S. Jensen, Chenjuan Guo:
Real-time Distributed Co-Movement Pattern Detection on Streaming Trajectories. 1208-1220 - Jian Tan, Tieying Zhang, Feifei Li, Jie Chen, Qixing Zheng, Ping Zhang, Honglin Qiao, Yue Shi, Wei Cao, Rui Zhang:
iBTune: Individualized Buffer Tuning for Large-scale Cloud Databases. 1221-1234
Volume 12, Number 11, July 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-viii - Michael J. Whittaker, Nick Edmonds, Sandeep Tata, James B. Wendt, Marc Najork:
Online Template Induction for Machine-Generated Emails. 1235-1248 - Yong Wang, Guoliang Li, Nan Tang:
Querying Shortest Paths on Time Dependent Road Networks. 1249-1261 - Anna Fariha, Alexandra Meliou:
Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity. 1262-1275 - Qi Zhou, Joy Arulraj, Shamkant B. Navathe, William Harris, Dong Xu:
Automated Verification of Query Equivalence Using Satisfiability Modulo Theories. 1276-1288 - Pengfei Xu, Jiaheng Lu:
Towards a Unified Framework for String Similarity Joins. 1289-1302 - Susik Yoon, Jae-Gil Lee, Byung Suk Lee:
NETS: Extremely Fast Outlier Detection from a Data Stream via Set-Based Processing. 1303-1315 - Yi Lu, Xiangyao Yu, Samuel Madden:
STAR: Scaling Transactions through Asymmetric Replication. 1316-1329 - Yuliang Li, Aaron Feng, Jinfeng Li, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan:
Subjective Databases. 1330-1343 - Xuguang Ren, Junhu Wang, Wook-Shin Han, Jeffrey Xu Yu:
Fast and Robust Distributed Subgraph Enumeration. 1344-1356 - Fangcheng Fu, Jiawei Jiang, Yingxia Shao, Bin Cui:
An Experimental Evaluation of Large Scale GBDT Systems. 1357-1370 - Ios Kotsogiannis, Yuchao Tao, Xi He, Maryam Fanaeepour, Ashwin Machanavajjhala, Michael Hay, Gerome Miklau:
PrivateSQL: A Differentially Private SQL Query Engine. 1371-1384 - Mohammad Javad Amiri, Divyakant Agrawal, Amr El Abbadi:
CAPER: A Cross-Application Permissioned Blockchain. 1385-1398 - Alexandros Koliousis, Pijika Watcharapichat, Matthias Weidlich, Luo Mai, Paolo Costa, Peter R. Pietzuch:
Crossbow: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers. 1399-1413 - Kaiyu Feng, Gao Cong, Christian S. Jensen, Tao Guo:
Finding Attribute-Aware Similar Region for Data Analysis. 1414-1426 - Dixin Tang, Zechao Shang, Aaron J. Elmore, Sanjay Krishnan, Michael J. Franklin:
Intermittent Query Processing. 1427-1441 - Mihai Budiu, Parikshit Gopalan, Lalith Suresh, Udi Wieder, Han Kruiger, Marcos K. Aguilera:
Hillview: A trillion-cell spreadsheet for big data. 1442-1457 - Ziheng Wei, Sebastian Link:
Embedded Functional Dependencies and Data-completeness Tailored Database Design. 1458-1470 - Hua Fan, Wojciech M. Golab:
Ocean Vista: Gossip-Based Visibility Control for Speedy Geo-Distributed Transactions. 1471-1484 - Xikui Wang, Michael J. Carey:
An IDEA: An Ingestion Framework for Data Enrichment in AsterixDB. 1485-1498 - Alexey Karyakin, Kenneth Salem:
DimmStore: Memory Power Optimization for Database Systems. 1499-1512 - Cong Yan, Alvin Cheung:
Generating Application-specific Data Layouts for In-memory Databases. 1513-1525 - Rihan Hai, Christoph Quix:
Rewriting of Plain SO Tgds into Nested Tgds. 1526-1538 - Senthil Nathan, Chander Govindarajan, Adarsh Saraf, Manish Sethi, Praveen Jayachandran:
Blockchain Meets Database: Design and Implementation of a Blockchain Relational Database. 1539-1552 - Andreas Kunft, Asterios Katsifodimos, Sebastian Schelter, Sebastian Breß, Tilmann Rabl, Volker Markl:
An Intermediate Representation for Optimizing Machine Learning Pipelines. 1553-1567 - Yuanwei Fang, Chen Zou, Andrew A. Chien:
Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture. 1568-1582 - A. B. Siddique, Ahmed Eldawy, Vagelis Hristidis:
Comparing Synopsis Techniques for Approximate Spatial Data Analysis. 1583-1596 - Muhammad El-Hindi, Carsten Binnig, Arvind Arasu, Donald Kossmann, Ravi Ramamurthy:
BlockchainDB - A Shared Database on Blockchains. 1597-1609 - Ruoxi Jia, David Dao, Boxin Wang, Frances Ann Hubis, Nezihe Merve Gürel, Bo Li, Ce Zhang, Costas J. Spanos, Dawn Song:
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms. 1610-1623 - Hemant Saxena, Lukasz Golab, Ihab F. Ilyas:
Distributed Implementations of Dependency Discovery Algorithms. 1624-1636 - Erfan Zamanian, Xiangyao Yu, Michael Stonebraker, Tim Kraska:
Rethinking Database High Availability with RDMA Networks. 1637-1650 - Marco Bressan, Stefano Leucci, Alessandro Panconesi:
Motivo: Fast Motif Counting via Succinct Color Coding and Adaptive Sampling. 1651-1663 - Rishabh Poddar, Tobias Boelter, Raluca Ada Popa:
Arx: An Encrypted Database using Semantically Secure Encryption. 1664-1678 - Junyang Gao, Xian Li, Yifan Ethan Xu, Bunyamin Sisman, Xin Luna Dong, Jun Yang:
Efficient Knowledge Graph Accuracy Evaluation. 1679-1691 - Amine Mhedhbi, Semih Salihoglu:
Optimizing Subgraph Queries by Combining Binary and Worst-Case Optimal Joins. 1692-1704 - Ryan Marcus, Parimarjan Negi, Hongzi Mao, Chi Zhang, Mohammad Alizadeh, Tim Kraska, Olga Papaemmanouil, Nesime Tatbul:
Neo: A Learned Query Optimizer. 1705-1718 - Yixiang Fang, Kaiqiang Yu, Reynold Cheng, Laks V. S. Lakshmanan, Xuemin Lin:
Efficient Algorithms for Densest Subgraph Discovery. 1719-1732 - Ryan Marcus, Olga Papaemmanouil:
Plan-Structured Deep Neural Network Models for Query Performance Prediction. 1733-1746 - Kun Ren, Dennis Li, Daniel J. Abadi:
SLOG: Serializable, Low-latency, Geo-replicated Transactions. 1747-1761 - John Paparrizos, Michael J. Franklin:
GRAIL: Efficient Time-Series Representation Learning. 1762-1777
Volume 12, Number 12, August 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-xiii - Guilherme Damasio, Spencer Bryson, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Jaroslaw Szlichta, Calisto Zuzarte:
GALO: Guided Automated Learning for re-Optimization. 1778-1781 - Yuanyuan Tian, Suijun Tong, Mir Hamid Pirahesh, Wen Sun, En Liang Xu, Wei Zhao:
Synergistic Graph and SQL Analytics Inside IBM Db2. 1782-1785 - Xiaoou Ding, Hongzhi Wang, Jiaxuan Su, Zijue Li, Jianzhong Li, Hong Gao:
Cleanits: A Data Cleaning System for Industrial Time Series. 1786-1789 - Yipeng Zhang, Zhifeng Bao, Songsong Mo, Yuchen Li, Yanghao Zhou:
ITAA: An Intelligent Trajectory-driven Outdoor Advertising Deployment Assistant. 1790-1793 - Kun Qian, Lucian Popa, Prithviraj Sen:
SystemER: A Human-in-the-loop System for Explainable Entity Resolution. 1794-1797 - Viet-Phi Huynh, Paolo Papotti:
Buckle: Evaluating Fact Checking Algorithms Built on Knowledge Bases. 1798-1801 - Peng Gao, Xusheng Xiao, Zhichun Li, Kangkook Jee, Fengyuan Xu, Sanjeev R. Kulkarni, Prateek Mittal:
A Query System for Efficiently Investigating Complex Attack Behaviors for Enterprise Security. 1802-1805 - Zhengjie Miao, Qitian Zeng, Chenjie Li, Boris Glavic, Oliver Kennedy, Sudeepa Roy:
CAPE: Explaining Outliers by Counterbalancing. 1806-1809 - Karthik Ramachandra, Kwanghyun Park:
BlackMagic: Automatic Inlining of Scalar UDFs into SQL Queries with Froid. 1810-1813 - Lukas Berg, Tobias Ziegler, Carsten Binnig, Uwe Röhm:
ProgressiveDB - Progressive Data Analytics as a Middleware. 1814-1817 - Kaan Kara, Zeke Wang, Ce Zhang, Gustavo Alonso:
doppioDB 2.0: Hardware Techniques for Improved Integration of Machine Learning into Databases. 1818-1821 - Cícero A. L. Pahins, Behrooz Omidvar-Tehrani, Sihem Amer-Yahia, Valérie Siroux, Jean Louis Pépin, Jean-Christian Borel, João Comba:
COVIZ: A System for Visual Formation and Exploration of Patient Cohorts. 1822-1825 - Martin Franke, Ziad Sehili, Erhard Rahm:
PRIMAT: A Toolbox for Fast Privacy-preserving Matching. 1826-1829 - Ryan Marcus, Chi Zhang, Shuai Yu, Geoffrey Kao, Olga Papaemmanouil:
NashDB: Fragmentation, Replication, and Provisioning using Economic Methods. 1830-1833 - Ibrahim Sabek, Mashaal Musleh, Mohamed F. Mokbel:
Flash in Action: Scalable Spatial Data Analysis Using Markov Logic Networks. 1834-1837 - Lucas Kuhring, Zsolt István:
I Can't Believe It's Not (Only) Software! Bionic Distributed Storage for Parquet Files. 1838-1841 - Hyewon Choi, Erkang Zhu, Arsala Bangash, Renée J. Miller:
VISE: Vehicle Image Search Engine with Traffic Camera. 1842-1845 - Stephan Goldberg, Tova Milo, Slava Novgorodov, Kathy Razmadze:
WiClean: A System for Fixing Wikipedia Interlinks Using Revision History Patterns. 1846-1849 - Abhishek Roy, Alekh Jindal, Hiren Patel, Ashit Gosalia, Subru Krishnan, Carlo Curino:
SparkCruise: Handsfree Computation Reuse in Spark. 1850-1853 - Sandeep Singh Sandha, Wellington Cabrera, Mohammed Al-Kateb, Sanjay Nair, Mani B. Srivastava:
In-database Distributed Machine Learning: Demonstration using Teradata SQL Engine. 1854-1857 - Zhao Li, Xia Chen, Xuming Pan, Pengcheng Zou, Yuchen Li, Guoxian Yu:
SHOAL: Large-scale Hierarchical Taxonomy via Graph-based Query Coalition in E-commerce. 1858-1861 - Min Xu, Tianhao Wang, Bolin Ding, Jingren Zhou, Cheng Hong, Zhicong Huang:
DPSAaS: Multi-Dimensional Data Sharing and Analytics as Services under Local Differential Privacy. 1862-1865 - Yang Cao, Yonghui Xiao, Li Xiong, Liquan Bai, Masatoshi Yoshikawa:
PriSTE: Protecting Spatiotemporal Event Privacy in Continuous Location-Based Services. 1866-1869 - Daniel Deutch, Evgeny Marants, Yuval Moskovitch:
Datalignment: Ontology Schema Alignment Through Datalog Containment. 1870-1873 - Congcong Ge, Yunjun Gao, Xiaoye Miao, Lu Chen, Christian S. Jensen, Ziyuan Zhu:
IHCS: An Integrated Hybrid Cleaning System. 1874-1877 - Constantinos Costa, Xiaoyu Ge, Panos K. Chrysanthis:
CAPRIO: Graph-based Integration of Indoor and Outdoor Data for Path Discovery. 1878-1881 - Yingjun Wu, Jia Yu, Yuanyuan Tian, Richard Sidle, Ronald Barber:
HERMIT in Action: Succinct Secondary Indexing Mechanism via Correlation Exploration. 1882-1885 - Julien Loudet, Iulian Sandu Popa, Luc Bouganim:
DISPERS: Securing Highly Distributed Queries on Personal Data Management Systems. 1886-1889 - Adil Akhter, Marios Fragkoulis, Asterios Katsifodimos:
Stateful Functions as a Service in Action. 1890-1893 - Allen Ordookhanians, Xin Li, Supun Nakandala, Arun Kumar:
Demonstration of Krypton: Optimized CNN Inference for Occlusion-based Deep CNN Explanations. 1894-1897 - Zhengjie Miao, Andrew Lee, Sudeepa Roy:
LensXPlain: Visualizing and Explaining Contributing Subsets for Aggregate Query Answers. 1898-1901 - Yi Zhang, Zachary G. Ives:
Juneau: Data Lake Management for Jupyter. 1902-1905 - Sona Hasani, Faezeh Ghaderi, Shohedul Hasan, Saravanan Thirumuruganathan, Abolfazl Asudeh, Nick Koudas, Gautam Das:
ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse. 1906-1909 - Grégory M. Essertel, Ruby Y. Tahboub, Fei Wang, James M. Decker, Tiark Rompf:
Flare & Lantern: Efficiently Swapping Horses Midstream. 1910-1913 - Ruben Martins, Jia Chen, Yanju Chen, Yu Feng, Isil Dillig:
Trinity: An Extensible Synthesis Framework for Data Science. 1914-1917 - Zhiqi Huang, Ryan McKenna, George Bissias, Gerome Miklau, Michael Hay, Ashwin Machanavajjhala:
PSynDB: Accurate and Accessible Private Data Generation. 1918-1921 - Badrish Chandramouli, Dong Xie, Yinan Li, Donald Kossmann:
FishStore: Fast Ingestion and Indexing of Raw Data. 1922-1925 - Yanlei Diao, Pawel Guzewicz, Ioana Manolescu, Mirjana Mazuran:
Spade: A Modular Framework for Analytical Exploration of RDF Graphs. 1926-1929 - Joseph Vinish D'silva, Florestan De Moor, Bettina Kemme:
Making an RDBMS Data Scientist Friendly: Advanced In-database Interactive Analytics with Visualization Support. 1930-1933 - Khaled Zaouk, Fei Song, Chenghao Lyu, Arnab Sinha, Yanlei Diao, Prashant J. Shenoy:
UDAO: A Next-Generation Unified Data Analytics Optimizer. 1934-1937 - Saehan Jo, Immanuel Trummer, Weicheng Yu, Xuezhi Wang, Cong Yu, Daniel Liu, Niyati Mehta:
AggChecker: A Fact-Checking System for Text Summaries of Relational Data Sets. 1938-1941 - Hanzhang Wang, Phuong Nguyen, Jun Li, Selçuk Köprü, Gene Zhang, Sanjeev Katariya, Sami Ben-Romdhane:
GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform. 1942-1945 - Davide Frey, Marc X. Makkes, Pierre-Louis Roman, François Taïani, Spyros Voulgaris:
Dietcoin: Hardening Bitcoin Transaction Verification Process For Mobile Devices. 1946-1949 - Samriddhi Singla, Ahmed Eldawy, Rami Alghamdi, Mohamed F. Mokbel:
Raptor: Large Scale Analysis of Big Raster and Vector Data. 1950-1953 - 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. 1954-1957 - Leonhard F. Spiegelberg, Tim Kraska:
Tuplex: Robust, Efficient Analytics When Python Rules. 1958-1961 - Cédric Renggli, Frances Ann Hubis, Bojan Karlas, Kevin Schawinski, Wentao Wu, Ce Zhang:
Ease.ml/ci and Ease.ml/meter in Action: Towards Data Management for Statistical Generalization. 1962-1965 - Xueran Han, Jun Chen, Jiaheng Lu, Yueguo Chen, Xiaoyong Du:
PivotE: Revealing and Visualizing the Underlying Entity Structures for Exploration. 1966-1969 - Jiaheng Lu, Yuxing Chen, Herodotos Herodotou, Shivnath Babu:
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems. 1970-1973 - Yu Meng, Jiaxin Huang, Jingbo Shang, Jiawei Han:
TextCube: Automated Construction and Multidimensional Exploration. 1974-1977 - Sihem Amer-Yahia, Senjuti Basu Roy:
The Ever Evolving Online Labor Market: Overview, Challenges and Opportunities. 1978-1981 - Ibrahim Sabek, Mohamed F. Mokbel:
Machine Learning Meets Big Spatial Data. 1982-1985 - Fatemeh Nargesian, Erkang Zhu, Renée J. Miller, Ken Q. Pu, Patricia C. Arocena:
Data Lake Management: Challenges and Opportunities. 1986-1989 - Laks V. S. Lakshmanan, Michael Simpson, Saravanan Thirumuruganathan:
Combating Fake News: A Data Management and Mining Perspective. 1990-1993 - Nicolas Anciaux, Luc Bouganim, Philippe Pucheral, Iulian Sandu Popa, Guillaume Scerri:
Personal Database Security and Trusted Execution Environments: A Tutorial at the Crossroads. 1994-1997 - Stephan Kessler, Jens Hoff, Johann-Christoph Freytag:
SAP HANA goes private - From Privacy Research to Privacy Aware Enterprise Analytics. 1998-2009 - Guilherme Damasio, Vincent Corvinelli, Parke Godfrey, Piotr Mierzejewski, Alexandar Mihaylov, Jaroslaw Szlichta, Calisto Zuzarte:
Guided automated learning for query workload re-optimization. 2010-2021 - Biswapesh Chattopadhyay, Priyam Dutta, Weiran Liu, Ott Tinn, Andrew McCormick, Aniket Mokashi, Paul Harvey, Hector Gonzalez, David Lomax, Sagar Mittal, Roee Ebenstein, Nikita Mikhaylin, Hung-Ching Lee, Xiaoyan Zhao, Tony Xu, Luis Perez, Farhad Shahmohammadi, Tran Bui, Neil Mckay, Selcuk Aya, Vera Lychagina, Brett Elliott:
Procella: Unifying serving and analytical data at YouTube. 2022-2034 - Wei Lu, Zhanhao Zhao, Xiaoyu Wang, Haixiang Li, Zhenmiao Zhang, Zhiyu Shui, Sheng Ye, Anqun Pan, Xiaoyong Du:
A Lightweight and Efficient Temporal Database Management System in TDSQL. 2035-2046 - Reza Sherkat, Colin Florendo, Mihnea Andrei, Rolando Blanco, Adrian Dragusanu, Amit Pathak, Pushkar Khadilkar, Neeraj Kulkarni, Christian Lemke, Sebastian Seifert, Sarika Iyer, Sasikanth Gottapu, Robert Schulze, Chaitanya Gottipati, Nirvik Basak, Yanhong Wang, Vivek Kandiyanallur, Santosh Pendap, Dheren Gala, Rajesh Almeida, Prasanta Ghosh:
Native Store Extension for SAP HANA. 2047-2058 - Chaoqun Zhan, Maomeng Su, Chuangxian Wei, Xiaoqiang Peng, Liang Lin, Sheng Wang, Zhe Chen, Feifei Li, Yue Pan, Fang Zheng, Chengliang Chai:
AnalyticDB: Real-time OLAP Database System at Alibaba Cloud. 2059-2070 - William Schultz, Tess Avitabile, Alyson Cabral:
Tunable Consistency in MongoDB. 2071-2081 - Shaosheng Cao, Xinxing Yang, Cen Chen, Jun Zhou, Xiaolong Li, Yuan Qi:
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial. 2082-2093 - Rong Zhu, Kun Zhao, Hongxia Yang, Wei Lin, Chang Zhou, Baole Ai, Yong Li, Jingren Zhou:
AliGraph: A Comprehensive Graph Neural Network Platform. 2094-2105 - Zhimin Chen, Yue Wang, Vivek R. Narasayya, Surajit Chaudhuri:
Customizable and Scalable Fuzzy Join for Big Data. 2106-2117 - Guoliang Li, Xuanhe Zhou, Shifu Li, Bo Gao:
QTune: A Query-Aware Database Tuning System with Deep Reinforcement Learning. 2118-2130 - Srikanth Kandula, Kukjin Lee, Surajit Chaudhuri, Marc T. Friedman:
Experiences with Approximating Queries in Microsoft's Production Big-Data Clusters. 2131-2142 - Panagiotis Antonopoulos, Peter Byrne, Wayne Chen, Cristian Diaconu, Raghavendra Thallam Kodandaramaih, Hanuma Kodavalla, Prashanth Purnananda, Adrian-Leonard Radu, Chaitanya Sreenivas Ravella, Girish Mittur Venkataramanappa:
Constant Time Recovery in Azure SQL Database. 2143-2154 - Yuzhen Huang, Yingjie Shi, Zheng Zhong, Yihui Feng, James Cheng, Jiwei Li, Haochuan Fan, Chao Li, Tao Guan, Jingren Zhou:
Yugong: Geo-Distributed Data and Job Placement at Scale. 2155-2169 - Junjay Tan, Thanaa M. Ghanem, Matthew Perron, Xiangyao Yu, Michael Stonebraker, David J. DeWitt, Marco Serafini, Ashraf Aboulnaga, Tim Kraska:
Choosing A Cloud DBMS: Architectures and Tradeoffs. 2170-2182 - Jingtian Zhang, Sai Wu, Zeyuan Tan, Gang Chen, Zhushi Cheng, Wei Cao, Yusong Gao, Xiaojie Feng:
S3: A Scalable In-memory Skip-List Index for Key-Value Store. 2183-2194 - Charles Masson, Jee E. Rim, Homin K. Lee:
DDSketch: A Fast and Fully-Mergeable Quantile Sketch with Relative-Error Guarantees. 2195-2205 - Qiang Long, Wei Wang, Jinfu Deng, Song Liu, Wenhao Huang, Fangying Chen, Sifan Liu:
A Distributed System for Large-scale n-gram Language Models at Tencent. 2206-2217 - Kayhan Dursun, Carsten Binnig, Ugur Çetintemel, Garret Swart, Weiwei Gong:
A Morsel-Driven Query Execution Engine for Heterogeneous Multi-Cores. 2218-2229 - 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. 2230-2241 - Alastair Green, Paolo Guagliardo, Leonid Libkin, Tobias Lindaaker, Victor Marsault, Stefan Plantikow, Martin Schuster, Petra Selmer, Hannes Voigt:
Updating Graph Databases with Cypher. 2242-2253 - Asya Kamsky:
Adapting TPC-C Benchmark to Measure Performance of Multi-Document Transactions in MongoDB. 2254-2262 - Feifei Li:
Cloud native database systems at Alibaba: Opportunities and Challenges. 2263-2272 - Alexander Boehm:
In-Memory for the masses: Enabling cost-efficient deployments of in-memory data management platforms for business applications. 2273-2274 - Murtadha Al Hubail, Ali Alsuliman, Michael Blow, Michael J. Carey, Dmitry Lychagin, Ian Maxon, Till Westmann:
Couchbase Analytics: NoETL for Scalable NoSQL Data Analysis. 2275-2286 - Adrian Coyler:
Performance in the spotlight. 2287-2289 - Azza Abouzied, Daniel J. Abadi, Kamil Bajda-Pawlikowski, Avi Silberschatz:
Integration of Large-Scale Data Processing Systems and Traditional Parallel Database Technology. 2290-2299 - Brian F. Cooper, P. P. S. Narayan, Raghu Ramakrishnan, Utkarsh Srivastava, Adam Silberstein, Philip Bohannon, Hans-Arno Jacobsen, Nick Puz, Daniel Weaver, Ramana Yerneni:
PNUTS to Sherpa: Lessons from Yahoo!'s Cloud Database. 2300-2307 - Wang-Chiew Tan:
What I probably did right and what I think I could have done better. 2308 - Aditya G. Parameswaran:
Enabling Data Science for the Majority. 2309-2322 - Theodoros Rekatsinas, Sudeepa Roy, Manasi Vartak, Ce Zhang, Neoklis Polyzotis:
Opportunities for Data Management Research in the Era of Horizontal AI/ML. 2323-2324
Volume 12, Number 13, September 2019
- Lei Chen, Fatma Özcan:
Front Matter. i-vi - Claude Barthels, Ingo Müller, Konstantin Taranov, Gustavo Alonso, Torsten Hoefler:
Strong consistency is not hard to get: Two-Phase Locking and Two-Phase Commit on Thousands of Cores. 2325-2338 - Ziheng Wei, Uwe Leck, Sebastian Link:
Discovery and Ranking of Embedded Uniqueness Constraints. 2339-2352 - Lingyang Chu, Yanyan Zhang, Yu Yang, Lanjun Wang, Jian Pei:
Online Density Bursting Subgraph Detection from Temporal Graphs. 2353-2365 - Pedro Holanda, Stefan Manegold, Hannes Mühleisen, Mark Raasveldt:
Progressive Indexes: Indexing for Interactive Data Analysis. 2366-2378 - Masatoshi Hanai, Toyotaro Suzumura, Wen Jun Tan, Elvis S. Liu, Georgios Theodoropoulos, Wentong Cai:
Distributed Edge Partitioning for Trillion-edge Graphs. 2379-2392 - Manos Athanassoulis, Kenneth S. Bøgh, Stratos Idreos:
Optimal Column Layout for Hybrid Workloads. 2393-2407 - Stavros Sintos, Pankaj K. Agarwal, Jun Yang:
Selecting Data to Clean for Fact Checking: Minimizing Uncertainty vs. Maximizing Surprise. 2408-2421
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