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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 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