Proceedings of the 38th International Conference on Very Large Data Bases
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Proceedings of the 38th International Conference on Very Large Data Bases
VLDB-2012, 2012.

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@proceedings{VLDB-2012,
	journal       = "{Proceedings of the VLDB Endowment}",
	title         = "{Proceedings of the 38th International Conference on Very Large Data Bases}",
	volume        = 5,
	year          = 2012,
}

Contents (207 items)

VLDB-2012-FabbriL11
Explanation-Based Auditing (DF, KL), pp. 1–12.
VLDB-2012-MarcusWKMM11
Human-powered Sorts and Joins (AM, EW, DRK, SM, RCM), pp. 13–24.
VLDB-2012-CormodeTY11 #interactive #proving #streaming #verification
Verifying Computations with Streaming Interactive Proofs (GC, JT, KY), pp. 25–36.
VLDB-2012-LinJZXL11 #performance #privacy #query
A MovingObject Index for Efficient Query Processing with Peer-Wise Location Privacy (DL, CSJ, RZ, LX, JL), pp. 37–48.
VLDB-2012-MansourASK11 #named #parallel #performance #string
ERA: Efficient Serial and Parallel Suffix Tree Construction for Very Long Strings (EM, AA, SS, PK), pp. 49–60.
VLDB-2012-KruegerKGSSCPDZ11 #database #manycore #performance #using
Fast Updates on Read-Optimized Databases Using Multi-Core CPUs (JK, CK, MG, NS, DS, JC, HP, PD, AZ), pp. 61–72.
VLDB-2012-GoyalBL11 #approach #data-driven #social
A Data-Based Approach to Social Influence Maximization (AG, FB, LVSL), pp. 73–84.
VLDB-2012-PavloJZ11 #execution #modelling #on the #optimisation #parallel #predict #transaction
On Predictive Modeling for Optimizing Transaction Execution in Parallel OLTP Systems (AP, EPCJ, SBZ), pp. 85–96.
VLDB-2012-GoasdoueKLM11 #database #semantics #web
View Selection in Semantic Web Databases (FG, KK, JL, IM), pp. 97–108.
VLDB-2012-JestesYL11 #pipes and filters #scalability
Building Wavelet Histograms on Large Data in MapReduce (JJ, KY, FL), pp. 109–120.
VLDB-2012-YangRW11 #clustering #streaming #summary
Summarization and Matching of Density-Based Clusters in Streaming Environments (DY, EAR, MOW), pp. 121–132.
VLDB-2012-NguyenMNNF11 #multi #wiki
Multilingual Schema Matching for Wikipedia Infoboxes (THN, VM, HN, HN, JF), pp. 133–144.
VLDB-2012-LiuZW11 #mining
Controlling False Positives in Association Rule Mining (GL, HZ, LW), pp. 145–156.
VLDB-2012-SuchanekAS11 #named #probability
PARIS: Probabilistic Alignment of Relations, Instances, and Schema (FMS, SA, PS), pp. 157–168.
VLDB-2012-RanuS11 #query
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions (SR, AKS), pp. 169–180.
VLDB-2012-ArmbrustCKFFP11 #in the cloud #named #query
PIQL: Success-Tolerant Query Processing in the Cloud (MA, KC, TK, AF, MJF, DAP), pp. 181–192.
VLDB-2012-ZhaoAW11 #estimation #graph #named #query #sketching
gSketch: On Query Estimation in Graph Streams (PZ, CCA, MW), pp. 193–204.
VLDB-2012-RuttenbergS11 #distance #using
Indexing the Earth Mover’s Distance Using Normal Distributions (BER, AKS), pp. 205–216.
VLDB-2012-QumsiyehPN11 #generative
Generating Exact- and Ranked Partially-Matched Answers to Questions in Advertisements (RQ, MSP, YKN), pp. 217–228.
VLDB-2012-FakasCM11 #keyword #relational #summary
Size-l Object Summaries for Relational Keyword Search (GJF, ZC, NM), pp. 229–240.
VLDB-2012-FangSYB11 #named
REX: Explaining Relationships between Entity Pairs (LF, ADS, CY, PB), pp. 241–252.
VLDB-2012-LiDWF11 #named #similarity
PASS-JOIN: A Partition-based Method for Similarity Joins (GL, DD, JW, JF), pp. 253–264.
VLDB-2012-HoobinPZ11 #performance #retrieval #web
Relative Lempel-Ziv Factorization for Efficient Storage and Retrieval of Web Collections (CH, SJP, JZ), pp. 265–273.
VLDB-2012-ZhangTPH11 #effectiveness #towards
Towards Cost-Effective Storage Provisioning for DBMSs (NZ, JT, JMP, HH), pp. 274–285.
VLDB-2012-RohPKSL11 #optimisation #parallel
B+-tree Index Optimization by Exploiting Internal Parallelism of Flash-based Solid State Drives (HR, SP, SK, MS, SWL), pp. 286–297.
VLDB-2012-LarsonBDFPZ11 #concurrent #database #in memory
High-Performance Concurrency Control Mechanisms for Main-Memory Databases (PÅL, SB, CD, CF, JMP, MZ), pp. 298–309.
VLDB-2012-MaCFHW11 #graph #pattern matching
Capturing Topology in Graph Pattern Matching (SM, YC, WF, JH, TW), pp. 310–321.
VLDB-2012-KumarR11 #probability #using
Probabilistic Management of OCR Data using an RDBMS (AK, CR), pp. 322–333.
VLDB-2012-PawlikA11 #algorithm #distance #edit distance #named #robust
RTED: A Robust Algorithm for the Tree Edit Distance (MP, NA), pp. 334–345.
VLDB-2012-AmsterdamerDDMST11 #workflow
Putting Lipstick on Pig: Enabling Database-style Workflow Provenance (YA, SBD, DD, TM, JS, VT), pp. 346–357.
VLDB-2012-GaoJZYJW11 #approach #graph #relational #scalability
Relational Approach for Shortest Path Discovery over Large Graphs (JG, RJ, JZ, JXY, XJ, TW), pp. 358–369.
VLDB-2012-BarskyKWH11 #correlation #dataset #mining #scalability #taxonomy
Mining Flipping Correlations from Large Datasets with Taxonomies (MB, SK, TW, JH), pp. 370–381.
VLDB-2012-KonigDCN11 #approach #estimation #robust #statistics #towards
A Statistical Approach Towards Robust Progress Estimation (ACK, BD, SC, VRN), pp. 382–393.
VLDB-2012-SunAH #clustering #network
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes (YS, CCA, JH), pp. 394–405.
VLDB-2012-WuXDCZZ #distance #evaluation #network #query
Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation (LW, XX, DD, GC, ADZ, SZ), pp. 406–417.
VLDB-2012-ErdosILTB #multi #problem
The Filter-Placement Problem and its Application to Minimizing Information Multiplicity (DE, VI, AL, ET, AB), pp. 418–429.
VLDB-2012-SatuluriP #locality #performance #similarity
Bayesian Locality Sensitive Hashing for Fast Similarity Search (VS, SP), pp. 430–441.
VLDB-2012-FujiwaraNOK #performance #random
Fast and Exact Top-k Search for Random Walk with Restart (YF, MN, MO, MK), pp. 442–453.
VLDB-2012-BahmaniKV #pipes and filters #streaming
Densest Subgraph in Streaming and MapReduce (BB, RK, SV), pp. 454–465.
VLDB-2012-SilvaMZ #correlation #graph #mining #scalability
Mining Attribute-structure Correlated Patterns in Large Attributed Graphs (AS, WMJ, MJZ), pp. 466–477.
VLDB-2012-SchnaitterP #automation
Semi-Automatic Index Tuning: Keeping DBAs in the Loop (KS, NP), pp. 478–489.
VLDB-2012-FinkHO #compilation #database #probability
Aggregation in Probabilistic Databases via Knowledge Compilation (RF, LH, DO), pp. 490–501.
VLDB-2012-HalimIKY #adaptation #database #in memory #probability #robust #towards
Stochastic Database Cracking: Towards Robust Adaptive Indexing in Main-Memory Column-Stores (FH, SI, PK, RHCY), pp. 502–513.
VLDB-2012-LiM #adaptation #difference #privacy #query
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy (CL, GM), pp. 514–525.
VLDB-2012-GiannikisAK #named #query
SharedDB: Killing One Thousand Queries With One Stone (GG, GA, DK), pp. 526–537.
VLDB-2012-SelkeLB #bound #database
Pushing the Boundaries of Crowd-enabled Databases with Query-driven Schema Expansion (JS, CL, WTB), pp. 538–549.
VLDB-2012-ZhaoRGH #approach #integration
A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration (BZ, BIPR, JG, JH), pp. 550–561.
VLDB-2012-UpadhyayaBS #how #in the cloud #optimisation
How to Price Shared Optimizations in the Cloud (PU, MB, DS), pp. 562–573.
VLDB-2012-AngelKSS #identification #maintenance #realtime #streaming
Dense Subgraph Maintenance under Streaming Edge Weight Updates for Real-time Story Identification (AA, NK, NS, DS), pp. 574–585.
VLDB-2012-ElghandourA #named #pipes and filters #reuse
ReStore: Reusing Results of MapReduce Jobs (IE, AA), pp. 586–597.
VLDB-2012-KhoussainovaBS #debugging #named #performance #pipes and filters
PerfXplain: Debugging MapReduce Job Performance (NK, MB, DS), pp. 598–609.
VLDB-2012-GulloT #clustering #nondeterminism
Uncertain Centroid based Partitional Clustering of Uncertain Data (FG, AT), pp. 610–621.
VLDB-2012-BahmaniMVKV #scalability
Scalable K-Means++ (BB, BM, AV, RK, SV), pp. 622–633.
VLDB-2012-BenediktBL #query #strict
Querying Schemas With Access Restrictions (MB, PB, CL), pp. 634–645.
VLDB-2012-GraefeK #database #detection
Definition, Detection, and Recovery of Single-Page Failures, a Fourth Class of Database Failures (GG, HAK), pp. 646–655.
VLDB-2012-GraefeHIKM #adaptation #concurrent
Concurrency Control for Adaptive Indexing (GG, FH, SI, HAK, SM), pp. 656–667.
VLDB-2012-ZengH #algorithm #graph #pattern matching
Comments on “Stack-based Algorithms for Pattern Matching on DAGs” (QZ, HZ), pp. 668–679.
VLDB-2012-DalviMP #analysis #web
An Analysis of Structured Data on the Web (NND, AM, BP), pp. 680–691.
VLDB-2012-MouratidisY #information management
Shortest Path Computation with No Information Leakage (KM, MLY), pp. 692–703.
VLDB-2012-MetwallyF #framework #multi #named #pipes and filters #scalability #similarity
V-SMART-Join: A Scalable MapReduce Framework for All-Pair Similarity Joins of Multisets and Vectors (AM, CF), pp. 704–715.
VLDB-2012-LowGKBGH #distributed #framework #in the cloud #machine learning
Distributed GraphLab: A Framework for Machine Learning in the Cloud (YL, JG, AK, DB, CG, JMH), pp. 716–727.
VLDB-2012-ZengJZ #logic #query
Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data (QZ, XJ, HZ), pp. 728–739.
VLDB-2012-SinghG #learning #semantics #string
Learning Semantic String Transformations from Examples (RS, SG), pp. 740–751.
VLDB-2012-LiuRLMB #constraints #declarative #distributed #framework #named #optimisation #platform
Cologne: A Declarative Distributed Constraint Optimization Platform (CL, LR, BTL, YM, PB), pp. 752–763.
VLDB-2012-ZhangY #array #optimisation
Optimizing I/O for Big Array Analytics (YZ, JY), pp. 764–775.
VLDB-2012-BailisVFHS #bound
Probabilistically Bounded Staleness for Practical Partial Quorums (PB, SV, MJF, JMH, IS), pp. 776–787.
VLDB-2012-SunWWSL #graph #performance
Efficient Subgraph Matching on Billion Node Graphs (ZS, HW, HW, BS, JL), pp. 788–799.
VLDB-2012-YuanWCW #database #graph #performance #probability #scalability #similarity
Efficient Subgraph Similarity Search on Large Probabilistic Graph Databases (YY, GW, LC, HW), pp. 800–811.
VLDB-2012-WangC #composition #network
Truss Decomposition in Massive Networks (JW, JC), pp. 812–823.
VLDB-2012-FanLZCH #named #similarity
SEAL: Spatio-Textual Similarity Search (JF, GL, LZ, SC, JH), pp. 824–835.
VLDB-2012-LappasVGT #on the
On The Spatiotemporal Burstiness of Terms (TL, MRV, DG, VJT), pp. 836–847.
VLDB-2012-Shirani-MehrKS #dataset #evaluation #performance #query #reachability #scalability
Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets (HSM, FBK, CS), pp. 848–859.
VLDB-2012-NguyenHZW #clustering
Boosting Moving Object Indexing through Velocity Partitioning (TN, ZH, RZ, PW), pp. 860–871.
VLDB-2012-Bidoit-TolluCU #detection #independence #type system #xml
Type-Based Detection of XML Query-Update Independence (NBT, DC, FU), pp. 872–883.
VLDB-2012-SowellGS #distributed #multi #named #scalability
Minuet: A Scalable Distributed Multiversion B-Tree (BS, WMG, MAS), pp. 884–895.
VLDB-2012-YinCLYC #recommendation
Challenging the Long Tail Recommendation (HY, BC, JL, JY, CC), pp. 896–907.
VLDB-2012-PimplikarS #keyword #query #using #web
Answering Table Queries on the Web using Column Keywords (RP, SS), pp. 908–919.
VLDB-2012-GoodrichNOPTTL #authentication #crawling #performance #verification #web
Efficient Verification of Web-Content Searching Through Authenticated Web Crawlers (MTG, DN, OO, CP, RT, NT, CVL), pp. 920–931.
VLDB-2012-BlunschiJKMS #generative #named #sql
SODA: Generating SQL for Business Users (LB, CJ, DK, MM, KS), pp. 932–943.
VLDB-2012-TerrovitisLMS #privacy
Privacy Preservation by Disassociation (MT, JL, NM, SS), pp. 944–955.
VLDB-2012-KanagalAPJYP #behaviour #learning #recommendation #taxonomy #using
Supercharging Recommender Systems using Taxonomies for Learning User Purchase Behavior (BK, AA, SP, VJ, JY, LGP), pp. 956–967.
VLDB-2012-AhmadKKN #higher-order #named
DBToaster: Higher-order Delta Processing for Dynamic, Frequently Fresh Views (YA, OK, CK, MN), pp. 968–979.
VLDB-2012-AgarwalRB #clustering #graph #identification #realtime
Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments (MKA, KR, MB), pp. 980–991.
VLDB-2012-PapapetrouGD #data type #distributed #query #sketching
Sketch-based Querying of Distributed Sliding-Window Data Streams (OP, MNG, AD), pp. 992–1003.
VLDB-2012-VoWACO #database #in the cloud #named #scalability
LogBase: A Scalable Log-structured Database System in the Cloud (HTV, SW, DA, GC, BCO), pp. 1004–1015.
VLDB-2012-LuSCO #nearest neighbour #performance #pipes and filters #using
Efficient Processing of k Nearest Neighbor Joins using MapReduce (WL, YS, SC, BCO), pp. 1016–1027.
VLDB-2012-LaptevZZ #pipes and filters
Early Accurate Results for Advanced Analytics on MapReduce (NL, KZ, CZ), pp. 1028–1039.
VLDB-2012-LiuLOSWZ #crowdsourcing #data analysis #named
CDAS: A Crowdsourcing Data Analytics System (XL, ML, BCO, YS, SW, MZ), pp. 1040–1051.
VLDB-2012-SachanB #mining #statistics #string #using
Mining Statistically Significant Substrings using the Chi-Square Statistic (MS, AB), pp. 1052–1063.
VLDB-2012-AlbutiuKN #database #in memory #manycore #memory management #parallel
Massively Parallel Sort-Merge Joins in Main Memory Multi-Core Database Systems (MCA, AK, TN), pp. 1064–1075.
VLDB-2012-LuoLMCZ #data transformation #hybrid #named
hStorage-DB: Heterogeneity-aware Data Management to Exploit the Full Capability of Hybrid Storage Systems (TL, RL, MPM, FC, XZ), pp. 1076–1087.
VLDB-2012-ChoiCT #algorithm #database #scalability
A Scalable Algorithm for Maximizing Range Sum in Spatial Databases (DWC, CWC, YT), pp. 1088–1099.
VLDB-2012-AlyAO #query
Spatial Queries with Two kNN Predicates (AMA, WGA, MO), pp. 1100–1111.
VLDB-2012-ShengZTJ #algorithm #crawling #database #web
Optimal Algorithms for Crawling a Hidden Database in the Web (CS, NZ, YT, XJ), pp. 1112–1123.
VLDB-2012-QinYC
Diversifying Top-K Results (LQ, JXY, LC), pp. 1124–1135.
VLDB-2012-CaoCCX #keyword
Keyword-aware Optimal Route Search (XC, LC, GC, XX), pp. 1136–1147.
VLDB-2012-CautisK #complexity #probability #query #using #xml
Answering Queries using Views over Probabilistic XML: Complexity and Tractability (BC, EK), pp. 1148–1159.
VLDB-2012-JhaS #database #probability
Probabilistic Databases with MarkoViews (AKJ, DS), pp. 1160–1171.
VLDB-2012-MamourasOSKG #complexity #coordination #social
The Complexity of Social Coordination (KM, SO, LS, LK, JG), pp. 1172–1183.
VLDB-2012-ZhangCW #multi #performance #pipes and filters #using
Efficient Multi-way Theta-Join Processing Using MapReduce (XZ, LC, MW), pp. 1184–1195.
VLDB-2012-LimHB #named #pipes and filters #workflow
Stubby: A Transformation-based Optimizer for MapReduce Workflows (HL, HH, SB), pp. 1196–1207.
VLDB-2012-BaoDM #dependence #fine-grained #workflow
Labeling Workflow Views with Fine-Grained Dependencies (ZB, SBD, TM), pp. 1208–1219.
VLDB-2012-SzlichtaGG #dependence #order
Fundamentals of Order Dependencies (JS, PG, JG), pp. 1220–1231.
VLDB-2012-BakibayevOZ #database #named #query #relational
FDB: A Query Engine for Factorised Relational Databases (NB, DO, JZ), pp. 1232–1243.
VLDB-2012-CaoCLT #optimisation
Optimization of Analytic Window Functions (YC, CYC, JL, KLT), pp. 1244–1255.
VLDB-2012-HueskePSRBKT #black box #data flow #optimisation
Opening the Black Boxes in Data Flow Optimization (FH, MP, MS, AR, RB, AK, KT), pp. 1256–1267.
VLDB-2012-EwenTKM #data flow #performance
Spinning Fast Iterative Data Flows (SE, KT, MK, VM), pp. 1268–1279.
VLDB-2012-MihaylovIG #named #recursion
REX: Recursive, Delta-Based Data-Centric Computation (SRM, ZGI, SG), pp. 1280–1291.
VLDB-2012-ChengSCWY #named
K-Reach: Who is in Your Small World (JC, ZS, HC, HW, JXY), pp. 1292–1303.
VLDB-2012-FanWW #distributed #performance #query #reachability
Performance Guarantees for Distributed Reachability Queries (WF, XW, YW), pp. 1304–1315.
VLDB-2012-ChubakR #performance #query
Efficient Indexing and Querying over Syntactically Annotated Trees (PC, DR), pp. 1316–1327.
VLDB-2012-BaranyCO #query
Queries with Guarded Negation (VB, BtC, MO), pp. 1328–1339.
VLDB-2012-LiQSC #difference #mining #named #privacy
PrivBasis: Frequent Itemset Mining with Differential Privacy (NL, WHQ, DS, JC), pp. 1340–1351.
VLDB-2012-YuanZWXYH #difference #optimisation #privacy #query #rank
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy (GY, ZZ, MW, XX, YY, ZH), pp. 1352–1363.
VLDB-2012-ZhangZXYW #analysis #difference #functional #privacy
Functional Mechanism: Regression Analysis under Differential Privacy (JZ, ZZ, XX, YY, MW), pp. 1364–1375.
VLDB-2012-BoldiBGT #graph #injection #nondeterminism #obfuscation
Injecting Uncertainty in Graphs for Identity Obfuscation (PB, FB, AG, TT), pp. 1376–1387.
VLDB-2012-CaoK #privacy #robust
Publishing Microdata with a Robust Privacy Guarantee (JC, PK), pp. 1388–1399.
VLDB-2012-GuanYK #correlation #graph
Measuring Two-Event Structural Correlations on Graphs (ZG, XY, LMK), pp. 1400–1411.
VLDB-2012-JestesPLT #ranking #scalability
Ranking Large Temporal Data (JJ, JMP, FL, MT), pp. 1412–1423.
VLDB-2012-FunkeKN #database #hybrid #transaction
Compacting Transactional Data in Hybrid OLTP & OLAP Databases (FF, AK, TN), pp. 1424–1435.
VLDB-2012-HallBBGN
Processing a Trillion Cells per Mouse Click (AH, OB, RB, SG, MN), pp. 1436–1446.
VLDB-2012-PorobicPBTA #hardware
OLTP on Hardware Islands (DP, IP, MB, PT, AA), pp. 1447–1458.
VLDB-2012-PattersonENAA #concurrent #multi
Serializability, not Serial: Concurrency Control and Availability in Multi-Datacenter Datastores (SP, AJE, FN, DA, AEA), pp. 1459–1470.
VLDB-2012-CheungAMM #automation #clustering #database
Automatic Partitioning of Database Applications (AC, OA, SM, ACM), pp. 1471–1482.
VLDB-2012-WangKFF #crowdsourcing #named
CrowdER: Crowdsourcing Entity Resolution (JW, TK, MJF, JF), pp. 1483–1494.
VLDB-2012-CaoSTC
Whom to Ask? Jury Selection for Decision Making Tasks on Micro-blog Services (CCC, JS, YT, LC), pp. 1495–1506.
VLDB-2012-YangLW #database #named #sequence
ALAE: Accelerating Local Alignment with Affine Gap Exactly in Biosequence Databases (XY, HL, BW), pp. 1507–1518.
VLDB-2012-CandanRSW #constraints #named #using
sDTW: Computing DTW Distances using Locally Relevant Constraints based on Salient Feature Alignments (KSC, RR, MLS, XW), pp. 1519–1530.
VLDB-2012-TauheedHSMA #named #query
SCOUT: Prefetching for Latent Feature Following Queries (FT, TH, FS, HM, AA), pp. 1531–1542.
VLDB-2012-WangHLWZS #cpu #gpu #hybrid #image
Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems (KW, YH, RL, FW, XZ, JHS), pp. 1543–1554.
VLDB-2012-LiKNC #estimation #query #robust #sql #statistics #using
Robust Estimation of Resource Consumption for SQL Queries using Statistical Techniques (JL, ACK, VRN, SC), pp. 1555–1566.
VLDB-2012-DasTADY #analysis #framework #what
Who Tags What? An Analysis Framework (MD, ST, SAY, GD, CY), pp. 1567–1578.
VLDB-2012-ZhuKA #effectiveness #framework #performance #retrieval #sequence
A Generic Framework for Efficient and Effective Subsequence Retrieval (HZ, GK, VA), pp. 1579–1590.
VLDB-2012-DittrichQRSJS #performance
Only Aggressive Elephants are Fast Elephants (JD, JAQR, SR, SS, AJ, JS), pp. 1591–1602.
VLDB-2012-LiWC #multi #network #profiling #social
Multiple Location Profiling for Users and Relationships from Social Network and Content (RL, SW, KCCC), pp. 1603–1614.
VLDB-2012-KangLM #performance #throughput
Flash-based Extended Cache for Higher Throughput and Faster Recovery (WHK, SWL, BM), pp. 1615–1626.
VLDB-2012-BenderFJKKMMSSZ #how
Don’t Thrash: How to Cache Your Hash on Flash (MAB, MFC, RJ, RK, BCK, DM, PM, PS, RPS, EZ), pp. 1627–1637.
VLDB-2012-IseleB #learning #programming #search-based #using
Learning Expressive Linkage Rules using Genetic Programming (RI, CB), pp. 1638–1649.
VLDB-2012-TongCCY #database #mining #nondeterminism
Mining Frequent Itemsets over Uncertain Databases (YT, LC, YC, PSY), pp. 1650–1661.
VLDB-2012-DallachiesaNMP #nondeterminism #similarity
Uncertain Time-Series Similarity: Return to the Basics (MD, BN, KM, TP), pp. 1662–1673.
VLDB-2012-DasuL #statistics
Statistical Distortion: Consequences of Data Cleaning (TD, JML), pp. 1674–1683.
VLDB-2012-LangHPST #clustering #database #design #energy #towards
Towards Energy-Efficient Database Cluster Design (WL, SH, JMP, MAS, DT), pp. 1684–1695.
VLDB-2012-Jensen #data transformation #web
Data Management on the Spatial Web (CSJ), p. 1696.
VLDB-2012-Dietrich #data analysis
Data Analytics Opportunities in a Smarter Planet (BD), p. 1697.
VLDB-2012-Sahin #challenge #clustering #self
Challenges in Economic Massive Content Storage and Management (MCSAM) in the Era of Self-Organizing, Self-Expanding and Self-Linking Data Clusters (KES), p. 1698.
VLDB-2012-MankuM #approximate #data type
Approximate Frequency Counts over Data Streams (GSM, RM), p. 1699.
VLDB-2012-HellersteinRSWFGNWFLK #library #sql
The MADlib Analytics Library or MAD Skills, the SQL (JMH, CR, FS, DZW, EF, AG, KSN, CW, XF, KL, AK), pp. 1700–1711.
VLDB-2012-FloratouTDPZ #question
Can the Elephants Handle the NoSQL Onslaught? (AF, NT, DJD, JMP, DZ), pp. 1712–1723.
VLDB-2012-RablSJGMM #big data #challenge #enterprise #performance
Solving Big Data Challenges for Enterprise Application Performance Management (TR, MS, HAJ, SGV, VMM, SM), pp. 1724–1735.
VLDB-2012-ShinnarCHS #in memory #named #performance
M3R: Increased performance for in-memory Hadoop jobs (AS, DC, BH, VAS), pp. 1736–1747.
VLDB-2012-RoschDHF #database
A Storage Advisor for Hybrid-Store Databases (PR, LD, GH, FF), pp. 1748–1758.
VLDB-2012-SwitakowskiBZ #predict
From Cooperative Scans to Predictive Buffer Management (MS, PAB, MZ), pp. 1759–1770.
VLDB-2012-LeeLLLR #data analysis #framework #twitter
The Unified Logging Infrastructure for Data Analytics at Twitter (GL, JL, CL, AL, DVR), pp. 1771–1780.
VLDB-2012-TaliusDDK #fault #query #transaction
Transaction Log Based Application Error Recovery and Point In-Time Query (TT, RD, AD, HK), pp. 1781–1789.
VLDB-2012-LambFVTVDB #database #years after
The Vertica Analytic Database: C-Store 7 Years Later (AL, MF, RV, NT, BV, LD, CB), pp. 1790–1801.
VLDB-2012-ChenAK #big data #interactive #pipes and filters
Interactive Analytical Processing in Big Data Systems: A Cross-Industry Study of MapReduce Workloads (YC, SA, RHK), pp. 1802–1813.
VLDB-2012-LamLPRVD #named #performance
Muppet: MapReduce-Style Processing of Fast Data (WL, LL, SP, AR, ZV, AD), pp. 1814–1825.
VLDB-2012-Jacques-SilvaGWWK #adaptation #runtime
Building User-defined Runtime Adaptation Routines for Stream Processing Applications (GJS, BG, RW, KLW, VK), pp. 1826–1837.
VLDB-2012-JiangBCL #named #parallel #scalability
MOIST: A Scalable and Parallel Moving Object Indexer with School Tracking (JJ, HB, EYC, YL), pp. 1838–1849.
VLDB-2012-PortsG
Serializable Snapshot Isolation in PostgreSQL (DRKP, KG), pp. 1850–1861.
VLDB-2012-MurthyDDHMPRS #data transformation #semistructured data
Exploiting Evidence from Unstructured Data to Enhance Master Data Management (KM, PMD, AD, RH, MKM, DP, JR, SS), pp. 1862–1873.
VLDB-2012-WuSRKKKS #named
Avatara: OLAP for Web-scale Analytics Products (LW, RS, CR, GK, HJK, JK, SS), pp. 1874–1877.
VLDB-2012-KolbTR #named #performance
Dedoop: Efficient Deduplication with Hadoop (LK, AT, ER), pp. 1878–1881.
VLDB-2012-LiuTP
MapReduce-based Dimensional ETL Made Easy (XL, CT, TBP), pp. 1882–1885.
VLDB-2012-XuLGC #analysis #big data #clustering #in the cloud #interactive #named #visual notation
CloudVista: Interactive and Economical Visual Cluster Analysis for Big Data in the Cloud (HX, ZL, SG, KC), pp. 1886–1889.
VLDB-2012-AlexandrovTM #generative #named #scalability
Myriad: Scalable and Expressive Data Generation (AA, KT, VM), pp. 1890–1893.
VLDB-2012-WuMS #query
A Demonstration of DBWipes: Clean as You Query (EW, SM, MS), pp. 1894–1897.
VLDB-2012-AlsubaieeAABBBCGHKLOPVW #analysis #big data #data transformation #named #open source
ASTERIX: An Open Source System for “Big Data” Management and Analysis (SA, YA, HA, AB, VRB, YB, MJC, RG, ZH, YSK, CL, NO, PP, RV, JW), pp. 1898–1901.
VLDB-2012-AgarwalPMIMS #interactive #query #scalability
Blink and It’s Done: Interactive Queries on Very Large Data (SA, AP, BM, API, SM, IS), pp. 1902–1905.
VLDB-2012-RoyDMSW #analysis
Massive Genomic Data Processing and Deep Analysis (AR, YD, EM, YS, BLW), pp. 1906–1909.
VLDB-2012-LiarouIMK #named #online #streaming
MonetDB/DataCell: Online Analytics in a Streaming Column-Store (EL, SI, SM, MLK), pp. 1910–1913.
VLDB-2012-CaoCJNOPW #named #performance #retrieval #web
SWORS: A System for the Efficient Retrieval of Relevant Spatial Web Objects (XC, GC, CSJ, JJN, BCO, NTP, DW), pp. 1914–1917.
VLDB-2012-MorishimaSMAF #crowdsourcing #declarative #framework #named #platform
CyLog/Crowd4U: A Declarative Platform for Complex Data-centric Crowdsourcing (AM, NS, TM, HA, SF), pp. 1918–1921.
VLDB-2012-SilvaP #database #metric #similarity
Exploiting Database Similarity Joins for Metric Spaces (YNS, SP), pp. 1922–1925.
VLDB-2012-GawadeK #analysis #execution #framework #interactive #named #platform #query #visual notation
Stethoscope: A platform for interactive visual analysis of query execution plans (MG, MLK), pp. 1926–1929.
VLDB-2012-KotsifakosPHGAK #named #sequence
Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System (AK, PP, JH, DG, VA, GK), pp. 1930–1933.
VLDB-2012-KwonBHR #pipes and filters
SkewTune in Action: Mitigating Skew in MapReduce Applications (YK, MB, BH, JAR), pp. 1934–1937.
VLDB-2012-AbouziedHS #query #specification
Playful Query Specification with DataPlay (AA, JMH, AS), pp. 1938–1941.
VLDB-2012-AlagiannisBBIA #adaptation #query
NoDB in Action: Adaptive Query Processing on Raw Data (IA, RB, MB, SI, AA), pp. 1942–1945.
VLDB-2012-WenzelEMK #query
Complex Preference Queries Supporting Spatial Applications for User Groups (FW, ME, SM, WK), pp. 1946–1949.
VLDB-2012-BakibayevOZ12a #database #query
Demonstration of the FDB Query Engine for Factorised Databases (NB, DO, JZ), pp. 1950–1953.
VLDB-2012-XuTW #database #energy #named #optimisation #query
PET: Reducing Database Energy Cost via Query Optimization (ZX, YCT, XW), pp. 1954–1957.
VLDB-2012-LetelierPPS #analysis #named
SPAM: A SPARQL Analysis and Manipulation Tool (AL, JP, RP, SS), pp. 1958–1961.
VLDB-2012-KoutrisUBHS #online
QueryMarket Demonstration: Pricing for Online Data Markets (PK, PU, MB, BH, DS), pp. 1962–1965.
VLDB-2012-LuoLZCG #distributed #keyword #named #network
DISKs: A System for Distributed Spatial Group Keyword Search on Road Networks (SL, YL, SZ, GC, JG), pp. 1966–1969.
VLDB-2012-EndrullisTR #named #performance #web
WETSUIT: An Efficient Mashup Tool for Searching and Fusing Web Entities (SE, AT, ER), pp. 1970–1973.
VLDB-2012-KhalefaFPL #integration #modelling
Model-based Integration of Past & Future in TimeTravel (MEK, UF, TBP, WL), pp. 1974–1977.
VLDB-2012-EberiusTBL #named #open data #web
DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data (JE, MT, KB, WL), pp. 1978–1981.
VLDB-2012-NakasholeWS #web
Discovering and Exploring Relations on the Web (NN, GW, FMS), pp. 1982–1985.
VLDB-2012-ThirumuruganathanDDADY #collaboration #interactive #named #visualisation
MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings (ST, MD, SD, SAY, GD, CY), pp. 1986–1989.
VLDB-2012-ParkPPGPW #crowdsourcing #declarative #named
Deco: A System for Declarative Crowdsourcing (HP, RP, AGP, HGM, NP, JW), pp. 1990–1993.
VLDB-2012-MartensNNS
Developing and Analyzing XSDs through BonXai (WM, FN, MN, TS), pp. 1994–1997.
VLDB-2012-ElmoreDAA #database #mobile #named #peer-to-peer
InfoPuzzle: Exploring Group Decision Making in Mobile Peer-to-Peer Databases (AJE, SD, DA, AEA), pp. 1998–2001.
VLDB-2012-XuG #query
Manage and Query Generic Moving Objects in SECONDO (JX, RHG), pp. 2002–2005.
VLDB-2012-LiWTDLMS #named
Chronos: Facilitating History Discovery by Linking Temporal Records (PL, HW, CT, XLD, XL, AM, DS), pp. 2006–2009.
VLDB-2012-KoubarakisKKNVGSBMKPHMKIPZDSDEMGSPRKG #named
TELEIOS: A Database-Powered Virtual Earth Observatory (MK, KK, MK, CN, SV, GG, MS, KB, DM, CK, IP, TH, SM, MLK, MI, HP, YZ, MD, GS, COD, DEM, KM, UDG, MS, SP, TR, EK, RG), pp. 2010–2013.
VLDB-2012-DittrichQ #big data #performance #pipes and filters
Efficient Big Data Processing in Hadoop MapReduce (JD, JAQR), pp. 2014–2015.
VLDB-2012-Shim #algorithm #big data #data analysis #pipes and filters
MapReduce Algorithms for Big Data Analysis (KS), pp. 2016–2017.
VLDB-2012-GetoorM #challenge
Entity Resolution: Theory, Practice & Open Challenges (LG, AM), pp. 2018–2019.
VLDB-2012-Schindler #database
I/O Characteristics of NoSQL Databases (JS), pp. 2020–2021.
VLDB-2012-SunHYY #analysis #approach #mining #network
Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach (YS, JH, XY, PSY), pp. 2022–2023.
VLDB-2012-PrakashF #comprehension #graph #scalability
Understanding and Managing Cascades on Large Graphs (BAP, CF), pp. 2024–2025.
VLDB-2012-Dogac
Interoperability in eHealth Systems (AD), pp. 2026–2027.
VLDB-2012-AgrawalAW #in the cloud #perspective #privacy
Secure and Privacy-Preserving Data Services in the Cloud: A Data Centric View (DA, AEA, SW), pp. 2028–2029.
VLDB-2012-GuhaM #graph #overview #sketching
Graph Synopses, Sketches, and Streams: A Survey (SG, AM), pp. 2030–2031.
VLDB-2012-LabrinidisJ #big data #challenge
Challenges and Opportunities with Big Data (AL, HVJ), pp. 2032–2033.
VLDB-2012-AbbadiM #in the cloud #network #social
Social Networks and Mobility in the Cloud (AEA, MFM), pp. 2034–2035.

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