icde 2015 论文列表
31st IEEE International Conference on Data Engineering, ICDE 2015, Seoul, South Korea, April 13-17, 2015.
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Data engineering in Asia: Unique technical challenges and opportunities.
Big data: Old wine in new bottle?
SHAHED: A MapReduce-based system for querying and visualizing spatio-temporal satellite data.
Fine-grained controversy detection in Wikipedia.
STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream.
Understanding computer usage evolution.
DBMS on modern storage hardware.
Reasoning on web data: Algorithms and performance.
Goals in Social Media, information retrieval and intelligent agents.
Inferencing in information extraction: Techniques and applications.
How to stop under-utilization and love multicores.
Data-driven crowdsourcing: Management, mining, and applications.
Blind men and an elephant coalescing open-source, academic, and industrial perspectives on BigData.
The solid-state drive technology, today and tomorrow.
Open data challenges at Facebook.
Interactive preference-aware query optimization.
A graph-based RDF triple store.
Elaps: An efficient location-aware pub/sub system.
DaVinci: Data-driven visual interface construction for subgraph search in graph databases.
Enabling generic keyword search over raw XML data.
PIGEON: Progress indicator for subgraph queries.
SMART: A tool for analyzing and reconciling schema matching networks.
selP: Selective tracking and presentation of data provenance.
ViSual: An HCI-inspired simulator for blending visual subgraph query construction and processing.
SMAS: A smart meter data analytics system.
Querying databases by snapping blocks.
The XDa-TA system for automated grading of SQL query assignments.
ControVol: A framework for controlled schema evolution in NoSQL application development.
Enjoy FRDM - play with a schema-flexible RDBMS.
Understanding business trends from data evolution with Tornado.
CDR-To-MoVis: Developing a Mobility Visualization System from CDR data.
PGWinFunc: Optimizing Window Aggregate Functions in PostgreSQL and its application for trajectory data.
A demonstration of Shahed: A MapReduce-based system for querying and visualizing satellite data.
AllegatorTrack: Combining and reporting results of truth discovery from multi-source data.
MARS: A multi-aspect Recommender system for Point-of-Interest.
CliqueSquare in action: Flat plans for massively parallel RDF queries.
A framework for computation of popular paths from crowdsourced data.
LearningAssistant: A novel learning resource recommendation system.
CROWN: A Context-aware RecOmmender for Web News.
Demonstration of Taghreed: A system for querying, analyzing, and visualizing geotagged microblogs.
EcoSky: Reducing vehicular environmental impact through eco-routing.
PandaSearch: A fine-grained academic search engine for research documents.
PrivGeoCrowd: A toolbox for studying private spatial Crowdsourcing.
Advanced analytics on SAP HANA: Churn risk scoring using call network analysis.
Clustering to forecast sparse time-series data.
Growing the charging station network for electric vehicles with trajectory data analytics.
Time dependent transportation network models.
SpatialHadoop: A MapReduce framework for spatial data.
DualTable: A hybrid storage model for update optimization in Hive.
Seamlessly integrating disk and tape in a multi-tiered distributed file system.
FCCE: Highly scalable distributed Feature Collection and Correlation Engine for low latency big data analytics.
Accelerating Big Data analytics with Collaborative Planning in Teradata Aster 6.
AEDSMS: Automotive Embedded Data Stream Management System.
Supporting hierarchical data in SAP HANA.
"Anti-Caching"-based elastic memory management for Big Data.
Towards a web-scale data management ecosystem demonstrated by SAP HANA.
Oracle Database In-Memory: A dual format in-memory database.
In-memory BLU acceleration in IBM's DB2 and dashDB: Optimized for modern workloads and hardware architectures.
Evolving the architecture of SQL Server for modern hardware trends.
A comparison of adaptive radix trees and hash tables.
Predictive tree: An efficient index for predictive queries on road networks.
High performance temporal indexing on modern hardware.
Efficient sample generation for scalable meta learning.
LDV: Light-weight database virtualization.
PerfAugur: Robust diagnostics for performance anomalies in cloud services.
Bump hunting in the dark: Local discrepancy maximization on graphs.
Dynamic interaction graphs with probabilistic edge decay.
VENUS: Vertex-centric streamlined graph computation on a single PC.
The DBMS - your big data sommelier.
AP-Tree: Efficiently support continuous spatial-keyword queries over stream.
Dynamic physiological partitioning on a shared-nothing database cluster.
Scalable parallelization of skyline computation for multi-core processors.
Towards a parameter-free and parallel itemset mining algorithm in linearithmic time.
Groupwise analytics via adaptive MapReduce.
HaTen2: Billion-scale tensor decompositions.
Differentially private frequent sequence mining via sampling-based candidate pruning.
Conservative or liberal? Personalized differential privacy.
A hybrid private record linkage scheme: Separating differentially private synopses from matching records.
Indexing and matching trajectories under inconsistent sampling rates.
Bounded Quadrant System: Error-bounded trajectory compression on the go.
Approximate keyword search in semantic trajectory database.
Making sense of trajectory data: A partition-and-summarization approach.
Hierarchical in-network attribute compression via importance sampling.
A tale of three graphs: Sampling design on hybrid social-affiliation networks.
On random walk based graph sampling.
Finding dense and connected subgraphs in dual networks.
Dynamic programming: The next step.
Online Frequent Episode Mining.
Size-Constrained Weighted Set Cover.
Optimizing recursive queries with monotonic aggregates in DeALS.
Cache-oblivious scheduling of shared workloads.
Automatic tuning of bag-of-tasks applications.
Network motif discovery: A GPU approach.
Configurable hardware-based streaming architecture using Online Programmable-Blocks.
Executing queries over schemaless RDF databases.
Scalable SPARQL querying using path partitioning.
INSURE: An integrated load reduction framework for XML stream processing.
CliqueSquare: Flat plans for massively parallel RDF queries.
Window-chained longest common subsequence: Common event matching in sequences.
PIE: Approximate interleaving event matching over sequences.
Conflict-aware event-participant arrangement.
ChronoStream: Elastic stateful stream computation in the cloud.
A location-aware publish/subscribe framework for parameterized spatio-textual subscriptions.
Nearest neighborhood search in spatial databases.
Searchlight: Context-aware predictive Continuous Querying of moving objects in symbolic space.
SAR: A sentiment-aspect-region model for user preference analysis in geo-tagged reviews.
Convex Risk Minimization to Infer Networks from probabilistic diffusion data at multiple scales.
False rumors detection on Sina Weibo by propagation structures.
Real time personalized search on social networks.
Identifying users in social networks with limited information.
Robust clustering of multi-type relational data via a heterogeneous manifold ensemble.
Scalable SimRank join algorithm.
Efficient metric indexing for similarity search.
Quick-motif: An efficient and scalable framework for exact motif discovery.
A general graph-based model for recommendation in event-based social networks.
DiSCern: A diversified citation recommendation system for scientific queries.
Personalized route recommendation using big trajectory data.
The safest path via safe zones.
Two birds with one stone: An efficient hierarchical framework for top-k and threshold-based string similarity search.
Generating reading orders over document collections.
Short text understanding through lexical-semantic analysis.
Dish comment summarization based on bilateral topic analysis.
Bi-temporal Timeline Index: A data structure for Processing Queries on bi-temporal data.
Linear path skylines in multicriteria networks.
Efficient structural bulk updates on the Pre/Dist/Size XML encoding.
Transaction processing on confidential data using cipherbase.
Interactive Top-k Spatial Keyword queries.
Meaningful keyword search in relational databases with large and complex schema.
Ranking Candidate Networks of relations to improve keyword search over relational databases.
Diversified top-k clique search.
Answering regular path queries on workflow provenance.
LLAMA: Efficient graph analytics using Large Multiversioned Arrays.
Multi-Constrained Graph Pattern Matching in large-scale contextual social graphs.
Asymmetric structure-preserving subgraph queries for large graphs.
Progressive diversification for column-based data exploration platforms.
Smooth Scan: Statistics-oblivious access paths.
Efficient and scalable trie-based algorithms for computing set containment relations.
Accelerating aggregation using intra-cycle parallelism.
Answering why-not questions on spatial keyword top-k queries.
Finding top-k local users in geo-tagged social media data.
Temporal Spatial-Keyword Top-k publish/subscribe.
Mining maximal cliques from an uncertain graph.
Result selection and summarization for Web Table search.
Entity Resolution with crowd errors.
Diversified caching for replicated web search engines.
Comprehensive and reliable crowd assessment algorithms.
On historical diagnosis of sensor streams.
Piecewise linear approximation of streaming time series data with max-error guarantees.
Making pattern queries bounded in big graphs.
Multicore triangle computations without tuning.
The power of both choices: Practical load balancing for distributed stream processing engines.
Scalable distributed transactions across heterogeneous stores.
PABIRS: A data access middleware for distributed file systems.
Chronos: An elastic parallel framework for stream benchmark generation and simulation.
Scaling up copy detection.
Privacy-aware dynamic feature selection.
Efficient secure similarity computation on encrypted trajectory data.
Preserving privacy in social networks against connection fingerprint attacks.
Query-time record linkage and fusion over Web databases.
Cleaning structured event logs: A graph repair approach.
Proof positive and negative in data cleaning.
Cleaning uncertain data with a noisy crowd.
Data crowdsourcing: Is it for real?
Information at your Fingertips: Only a dream for enterprises?
