yusuke1997/dblp-id-title huggingface dataset:
Errata for "Crowdsourcing Algorithms for Entity Resolution" (PVLDB 7(12): 1071-1082)
SEMA-JOIN: Joining Semantically-Related Tables Using Big Table Corpora
Tabula in Action: A Sampling Middleware for Interactive Geospatial Visualization Dashboards
Modularis: Modular Relational Analytics over Heterogeneous Distributed Platforms
SK-LSH: An Efficient Index Structure for Approximate Nearest Neighbor Search
X-TED: Massive Parallelization of Tree Edit Distance
AZDBLab: A Laboratory Information System for Large-Scale Empirical DBMS Studies
MOCHA: A Tool for Visualizing Impact of Operator Choices in Query Execution Plans for Database Education
Theoretically Optimal and Empirically Efficient R-trees with Strong Parallelizability
Real Time Discovery of Dense Clusters in Highly Dynamic Graphs: Identifying Real World Events in Highly Dynamic Environments
Lightning Fast and Space Efficient Inequality Joins
Towards General and Efficient Online Tuning for Spark
Scalable ranked publish/subscribe
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel
Distributed Learning of Fully Connected Neural Networks using Independent Subnet Training
Precision Performance Surgery for PostgreSQL: LLVM-based Expression Compilation, Just in Time
Senbazuru: A Prototype Spreadsheet Database Management System
Scalable Structural Index Construction for JSON Analytics
RDF Graph Alignment with Bisimulation
Query Fresh: Log Shipping on Steroids
Cache-aware load balancing of data center applications
Pyramid Sketch: a Sketch Framework for Frequency Estimation of Data Streams
MSGNN: Masked Schema based Graph Neural Networks
Statistical Distortion: Consequences of Data Cleaning
Exploring the Coming Repositories of Reproducible Experiments: Challenges and Opportunities
SEEDB: Automatically Generating Query Visualizations
A Data Quality Metric (DQM): How to Estimate the Number of Undetected Errors in Data Sets
G-Tran: A High Performance Distributed Graph Database with a Decentralized Architecture
Maximum Balanced (k, ε)-Bitruss Detection in Signed Bipartite Graph
Playful Query Specification with DataPlay
A Framework for Clustering Uncertain Data
DHive: Query Execution Performance Analysis via Dataflow in Apache Hive
Optimizing Distributed Tiered Data Storage Systems with DITIS
A Demonstration of Q2O: Quantum-augmented Query Optimizer
OpenFGL: A Comprehensive Benchmark for Federated Graph Learning
Approximate Substring Matching over Uncertain Strings
The Era of Big Spatial Data
In-depth Analysis of Densest Subgraph Discovery in a Unified Framework
Growing a Graph Matching from a Handful of Seeds
Everest: GPU-Accelerated System For Mining Temporal Motifs
NoFTL: Database Systems on FTL-less Flash Storage
Diversity based Relevance Feedback for Time Series Search
Visualizing Spreadsheet Formula Graphs Compactly
Domain-Aware Multi-Truth Discovery from Conflicting Sources
Correlation Maps: A Compressed Access Method for Exploiting Soft Functional Dependencies
SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration
SNARF: A Learning-Enhanced Range Filter
An Experimental Evaluation of Point-of-interest Recommendation in Location-based Social Networks
UASMAs: a set of algorithms to instantaneously map SNPs in real time to aid functional SNP discovery
A Survey and Experimental Comparison of Distributed SPARQL Engines for Very Large RDF Data
Parallelism-Optimizing Data Placement for Faster Data-Parallel Computations
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data
Sentinel: Universal Analysis and Insight for Data Systems
TranAD: Deep Transformer Networks for Anomaly Detection in Multivariate Time Series Data
BURST: Rendering Clustering Techniques Suitable for Evolving Streams
Caribou: Intelligent Distributed Storage
Bayesian Locality Sensitive Hashing for Fast Similarity Search
Rewriting of Plain SO Tgds into Nested Tgds
Simulating a Transactional Server for Multi-Model Systems
Cross Modal Data Discovery over Structured and Unstructured Data Lakes
SUFF: Accelerating Subgraph Matching with Historical Data
Keigo: Co-designing Log-Structured Merge Key-Value Stores with a Non-Volatile, Concurrency-aware Storage Hierarchy
Towards Sufficient GPU-accelerated Dynamic Graph Management: Survey and Experiment
TxnSails: Achieving Serializable Transaction Scheduling with Self-Adaptive Isolation Level Selection
Powerful GPUs or Fast Interconnects: Analyzing Relational Workloads on Modern GPUs
SCompression: Enhancing Database Knob Tuning Efficiency Through Slice-Based OLTP Workload Compression
A Shapelet-based Framework for Unsupervised Multivariate Time Series Representation Learning
POEM: Pattern-Oriented Explanations of Convolutional Neural Networks
High-throughput transaction executions on graphics processors
Interactive Join Query Inference with JIM
Spooky: Granulating LSM-Tree Compactions Correctly
Pytheas: Pattern-based Table Discovery in CSV Files
Rewriting procedures for batched bindings
Indexing and Selecting Hierarchical Business Logic
Hitting Set Enumeration with Partial Information for Unique Column Combination Discovery
KBPearl: A Knowledge Base Population System Supported by Joint Entity and Relation Linking
InferDB: In-Database Machine Learning Inference Using Indexes
FedTSC: A Secure Federated Learning System for Interpretable Time Series Classification
Demonstration of Generating Explanations for Black-Box Algorithms Using Lewis
Fully Automated Correlated Time Series Forecasting in Minutes
Blitzcrank: Fast Semantic Compression for In-memory Online Transaction Processing
Vector Databases: What's Really New and What's Next?
Approximate Lifted Inference with Probabilistic Databases
ContextCache: Context-Aware Semantic Cache for Multi-Turn Queries in Large Language Models
Accelerating Raw Data Analysis with the ACCORDA Software and Hardware Architecture
Path Problems in Temporal Graphs
DrillBeyond: Enabling Business Analysts to Explore the Web of Open Data
Kora: A Cloud-Native Event Streaming Platform for Kafka
Is It Still "Big Data" If It Fits In My Pocket?
Knowledge Exploration using Tables on the Web
XGNN: Boosting Multi-GPU GNN Training via Global GNN Memory Store
Tempura: A General Cost-Based Optimizer Framework for Incremental Data Processing
Yugong: Geo-Distributed Data and Job Placement at Scale
Ten Thousand SQLs: Parallel Keyword Queries Computing
Mobility and Social Networking: A Data Management Perspective
Asynchronous Memory Access Chaining
An Adaptive Mechanism for Accurate Query Answering under Differential Privacy
GooseDB: A Database Engine that Optimally Refines Top-k Queries to Satisfy Representation Constraints
Modernization of Databases in the Cloud Era: Building Databases that Run Like Legos
Cerebro: A Data System for Optimized Deep Learning Model Selection
LEADRE: Multi-Faceted Knowledge Enhanced LLM Empowered Display Advertisement Recommender System
Gestural Query Specification
Optimal Matrix Sketching over Sliding Windows
TIGER: Training Inductive Graph Neural Network for Large-scale Knowledge Graph Reasoning
GalaxyWeaver: Autonomous Table-to-Graph Conversion and Schema Optimization with Large Language Models
Customization Meets 2-Hop Labeling: Efficient Routing in Road Networks
A Scalable and Generic Approach to Range Joins
Cloud-Native Database Systems and Unikernels: Reimagining OS Abstractions for Modern Hardware
New Lower and Upper Bounds for Shortest Distance Queries on Terrains
A Neural Database for Differentially Private Spatial Range Queries
The UDFBench Benchmark for General-purpose UDF Queries
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions
A Benchmarking Study of Embedding-based Entity Alignment for Knowledge Graphs
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms
Ontology Assisted Crowd Mining
Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory
JENNER: Just-in-time Enrichment in Query Processing
DAX: A Widely Distributed Multi-tenant Storage Service for DBMS Hosting
CommunityAF: An Example-based Community Search Method via Autoregressive Flow
Guided automated learning for query workload re-optimization
READS: A Random Walk Approach for Efficient and Accurate Dynamic SimRank
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework
PrivEval: a tool for interactive evaluation of privacy metrics in synthetic data generation
ASTERIX: An Open Source System for "Big Data" Management and Analysis
It's not just Cookies and Tea
HyperBlocker: Accelerating Rule-based Blocking in Entity Resolution using GPUs
Dalton: Learned Partitioning for Distributed Data Streams
Demonstration of ScroogeDB: Getting More Bang For the Buck with Deterministic Approximation in the Cloud
On Link-based Similarity Join
Automatic Indexing in Oracle
Extraction of Validating Shapes from very large Knowledge Graphs
Lowering the Latency of Data Processing Pipelines Through FPGA based Hardware Acceleration
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours
Chimera: A system design of dual storage and traversal-join unified query processing for SQL/PGQ
Multilingual Schema Matching for Wikipedia Infoboxes
Distributed SociaLite: A Datalog-Based Language for Large-Scale Graph Analysis
X 2 R 2 : a Tool for Explainable and Explorative Reidentification Risk Analysis
Surrogate Parenthood: Protected and Informative Graphs
Efficient Index Compression in DB2 LUW
Ridesharing: Simulator, Benchmark, and Evaluation
Scalable and Adaptive Online Joins
FedSQ: A Secure System for Federated Vector Similarity Queries
Walk, Not Wait: Faster Sampling Over Online Social Networks
AQETuner: Reliable Query-level Configuration Tuning for Analytical Query Engines
Efficient Algorithms for Density Decomposition on Large Static and Dynamic Graphs
Accuracy-enhanced Sparse Vector Technique with Exponential Noise and Optimal Threshold Correction
Comments on "Stack-based Algorithms for Pattern Matching on DAGs"
Practical Differential Privacy via Grouping and Smoothing
Constrained physical design tuning
PikePlace: Generating Intelligence for Marketplace Datasets
Inferring Continuous Dynamic Social Influence and Personal Preference for Temporal Behavior Prediction
Are Key-Foreign Key Joins Safe to Avoid when Learning High-Capacity Classifiers?
Auto-Approximation of Graph Computing
Crystal: A Unified Cache Storage System for Analytical Databases
Tiresias: Enabling Predictive Autonomous Storage and Indexing
Frequency-Hiding Order-Preserving Encryption with Small Client Storage
Getting Unique Solution in Data Exchange
CMixing: An Efficient Coin Mixing Platform to Enhance Anonymity in Cryptocurrency Transactions
Scaling Spark in the Real World: Performance and Usability
WADaR: Joint Wrapper and Data Repair
AcX: System, Techniques, and Experiments for Acronym Expansion
A Comparative Evaluation of Systems for Scalable Linear Algebra-based Analytics
Asynchronous and Fault-Tolerant Recursive Datalog Evaluation in Shared-Nothing Engines
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
Continuous Lifelong Conflict-Aware AGV Routing with Kinematic Constraints
Falcon: Advancing Asynchronous BFT Consensus for Lower Latency and Enhanced Throughput
Orchestrating Data Placement and Query Execution in Heterogeneous CPU-GPU DBMS
Meta's Next-generation Realtime Monitoring and Analytics Platform
Retrieving Top-k Prestige-Based Relevant Spatial Web Objects
BlockchainDB - A Shared Database on Blockchains
HRNet: Differentially Private Hierarchical and Multi-Resolution Network for Human Mobility Data Synthesization
UPI: A Primary Index for Uncertain Databases
OmniMatch: Joinability Discovery in Data Products
GEDet: Detecting Erroneous Nodes with A Few Examples
PostCENN: PostgreSQL with Machine Learning Models for Cardinality Estimation
Computing k-Regret Minimizing Sets
Scaling Similarity Joins over Tree-Structured Data
TitAnt: Online Real-time Transaction Fraud Detection in Ant Financial
LION: Fast and High-Resolution Network Kernel Density Visualization
RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
MRShare: Sharing Across Multiple Queries in MapReduce
Helix: Holistic Optimization for Accelerating Iterative Machine Learning
Creating Competitive Products
Through the Fairness Lens: Experimental Analysis and Evaluation of Entity Matching
Mayura: Exploiting Similarities in Motifs for Temporal Co-Mining
Will LLMs reshape, supercharge, or kill data science?
K-Core Decomposition of Large Networks on a Single PC
HippogriffDB: Balancing I/O and GPU Bandwidth in Big Data Analytics
CrocodileDB in Action: Resource-Efficient Query Execution by Exploiting Time Slackness
Efficient Searchable Encryption Through Compression
What Modern NVMe Storage Can Do, And How To Exploit It: High-Performance I/O for High-Performance Storage Engines
SQLStorm: Taking Database Benchmarking into the LLM Era
Scalable Distributed Subgraph Enumeration
Functional Dependency Discovery: An Experimental Evaluation of Seven Algorithms
Regret-Minimizing Representative Databases
Large-scale Complex Analytics on Semi-structured Datasets using AsterixDB and Spark
Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch
Sharing-Aware Horizontal Partitioning for Exploiting Correlations During Query Processing
Decentralized Actor Scheduling and Reference-based Storage in Xorbits: a Native Scalable Data Science Engine
Projection-Compliant Database Generation
Scrutinizer: A Mixed-Initiative Approach to Large-Scale, Data-Driven Claim Verification
LakeCompass: An End-to-End System for Table Maintenance, Search and Analysis in Data Lakes
Guided Exploration of User Groups
DAHA: Accelerating GNN Training with Data and Hardware Aware Execution Planning
Designing Production-Friendly Machine Learning
Fast Dataset Search with Earth Mover's Distance
VINCENT: Towards Efficient Exploratory Subgraph Search in Graph Databases
WideTable: An Accelerator for Analytical Data Processing
Geospatial Stream Query Processing using Microsoft SQL Server StreamInsight
A New Service for Customer Care Based on the TrentoRise BigData Platform
Mixed Covers of Keys and Functional Dependencies for Maintaining the Integrity of Data under Updates
Edelweiss: Automatic Storage Reclamation for Distributed Programming
Efficient Secure and Verifiable Location-Based Skyline Queries over Encrypted Data
Provenance Summaries for Answers and Non-Answers
SplitDF: Splitting Dataframes for Memory-Efficient Data Analysis
Staring into the Abyss: An Evaluation of Concurrency Control with One Thousand Cores
Budget Sharing for Multi-Analyst Differential Privacy
FlexPushdownDB: Hybrid Pushdown and Caching in a Cloud DBMS
DBPecker: A Graph-Based Compound Anomaly Diagnosis System for Distributed RDBMSs
Towards Scalable Real-time Analytics: An Architecture for Scale-out of OLxP Workloads
A RecDB in Action: Recommendation Made Easy in Relational Databases
Resisting structural re-identification in anonymized social networks
Monitoring Distributed Streams using Convex Decompositions
Holistic query Approximation via RL Modeling
Complex Preference Queries Supporting Spatial Applications for User Groups
LEGOStore: A Linearizable Geo-Distributed Store Combining Replication and Erasure Coding
InvaliDB: Scalable Push-Based Real-Time Queries on Top of Pull-Based Databases (Extended)
Subgraph Matching: on Compression and Computation
Efficient Oblivious Database Joins
Hybrid Storage Management for Database Systems
HoliPaxos: Towards More Predictable Performance in State Machine Replication
Hash-base subgraph query processing method for graph-structured XML documents
Autoscaling Tiered Cloud Storage in Anna
Learning to extract form labels
Bf-Tree: A Modern Read-Write-Optimized Concurrent Larger-Than-Memory Range Index
Memory Efficient Minimum Substring Partitioning
ALID: Scalable Dominant Cluster Detection
Phoebe: A Learning-based Checkpoint Optimizer
MonetDB/DataCell: Online Analytics in a Streaming Column-Store
Still Asking: How Good Are Query Optimizers, Really?
Seaform: Search-As-You-Type in Forms
Answering Top-k Queries Over a Mixture of Attractive and Repulsive Dimensions
Answering Private Linear Queries Adaptively using the Common Mechanism
Mining and Linking Patterns across Live Data Streams and Stream Archives
Incrementally maintaining classification using an RDBMS
Personal Insights for Altering Decisions of Tree-based Ensembles over Time
Robust Plan Evaluation based on Approximate Probabilistic Machine Learning
Transaction time indexing with version compression
Resource Bricolage for Parallel Database Systems
Lazy-Adaptive Tree: An Optimized Index Structure for Flash Devices
Explaining Dataset Changes for Semantic Data Versioning with Explain-Da-V
Generating Application-specific Data Layouts for In-memory Databases
Scalable multi-query optimization for exploratory queries over federated scientific databases
MP-RW-LSH: An Efficient Multi-Probe LSH Solution to ANNS-L_1
Optimizing I/O for Big Array Analytics
POLIGRAS: Policy-based Graph Summarization
Catalyst: Optimizing Cache Management for Large In-memory Key-value Systems
MorphStore: Analytical Query Engine with a Holistic Compression-Enabled Processing Model
UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search
The Cosmos Big Data Platform at Microsoft: Over a Decade of Progress and a Decade to Look Forward
Challenges in Economic Massive Content Storage and Management (MCSAM) in the Era of Self-Organizing, Self-Expanding and Self-Linking Data Clusters
Demonstration of ModelarDB: Model-Based Management of High-Frequency Time Series Across Edge, Cloud, and Client
Foresight: Recommending Visual Insights
Exploiting the Power of Equality-generating Dependencies in Ontological Reasoning
Themis: A GPU-accelerated Relational Query Execution Engine
Fast Search-By-Classification for Large-Scale Databases Using Index-Aware Decision Trees and Random Forests
Causal Data Integration
Aleph Filter: To Infinity in Constant Time
Integrating Conflicting Data: The Role of Source Dependence
Efficient Construction of Approximate Ad-Hoc ML models Through Materialization and Reuse
Series2Graph: Graph-based Subsequence Anomaly Detection for Time Series
S-Store: A Streaming NewSQL System for Big Velocity Applications
On Querying Historical Evolving Graph Sequences
Distributed Caching Platforms
Declarative Sub-Operators for Universal Data Processing
Mining Document Collections to Facilitate Accurate Approximate Entity Matching
Fast Queries Over Heterogeneous Data Through Engine Customization
On generating near-optimal tableaux for conditional functional dependencies
OctopusFS in Action: Tiered Storage Management for Data Intensive Computing
Explain3D: Explaining Disagreements in Disjoint Datasets
FASTgres: Making Learned Query Optimizer Hinting Effective
YASK: A Why-Not Question Answering Engine for Spatial Keyword Query Services
UFGTime: Mining Intertwined Dependencies in Multivariate Time Series via an Efficient Pure Graph Approach (Flavor: Foundations and Algorithms Papers)
PET: Reducing Database Energy Cost via Query Optimization
Steiner-Hardness: A Query Hardness Measure for Graph-Based ANN Indexes
Consistent Histograms In The Presence of Distinct Value Counts
Auto-Tables: Synthesizing Multi-Step Transformations to Relationalize Tables without Using Examples
Distributed Data Deduplication
Top-K Nearest Keyword Search on Large Graphs
Expressiveness and Complexity of Order Dependencies
BlinkFill: Semi-supervised Programming By Example for Syntactic String Transformations
Waffle: In-memory Grid Index for Moving Objects with Reinforcement Learning-based Configuration Tuning System
Planting Trees for scalable and efficient Canonical Hub Labeling
From BERT to GPT-3 Codex: Harnessing the Potential of Very Large Language Models for Data Management
SpaceSaving± An Optimal Algorithm for Frequency Estimation and Frequent items in the Bounded Deletion Model
Proactive Detection and Repair of Data Corruption: Towards a Hassle-free Declarative Approach with Amulet
Adding Logical Operators to Tree Pattern Queries on Graph-Structured Data
Optimizing Video Queries with Declarative Clues
Online maintenance of very large random samples on flash storage
Esc: An Early-Stopping Checker for Budget-aware Index Tuning
LakeBench: A Benchmark for Discovering Joinable and Unionable Tables in Data Lakes
Less is More: Selecting Sources Wisely for Integration
Progressive Top-k Subarray Query Processing in Array Databases
Table Extraction and Understanding for Scientific and Enterprise Applications
AsterixDB: A Scalable, Open Source BDMS
Select Edges Wisely: Monotonic Path Aware Graph Layout Optimization for Disk-based ANN Search
Operationalizing Individual Fairness with Pairwise Fair Representations
Efficient Shortest Path Counting on Large Road Networks
Frequency-revealing attacks against Frequency-hiding Order-preserving Encryption
Truth Inference in Crowdsourcing: Is the Problem Solved?
Trends and Challenges in Big Data Processing
Stale View Cleaning: Getting Fresh Answers from Stale Materialized Views
No Cap, This Memory Slaps: Breaking Through the Memory Wall of Transactional Database Systems with Processing-in-Memory
Relaxed Operator Fusion for In-Memory Databases: Making Compilation, Vectorization, and Prefetching Work Together At Last
A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data
Optimizing Machine Learning Inference Queries with Correlative Proxy Models
A Performance Study of Big Data on Small Nodes
Robust and Budget-Constrained Encoding Configurations for In-Memory Database Systems
A Demonstration of the Exathlon Benchmarking Platform for Explainable Anomaly Detection
HAIChart: Human and AI Paired Visualization System
Hear the Whole Story: Towards the Diversity of Opinion in Crowdsourcing Markets
LASEK: LLM-Assisted Style Exploration Kit for Geospatial Data
Janiform Intra-Document Analytics for Reproducible Research
Magneto: Combining Small and Large Language Models for Schema Matching
Pre-training Summarization Models of Structured Datasets for Cardinality Estimation
Differentially Private Binary- and Matrix-Valued Data Query: An XOR Mechanism
SwitchTx: Scalable In-Network Coordination for Distributed Transaction Processing
Adaptive Indexing of Objects with Spatial Extent
Eventual Durability
Continuous Cloud-Scale Query Optimization and Processing
Runtime Optimization of Join Location in Parallel Data Management Systems
Interleaved Multi-Vectorizing
Parallel Computation of Skyline and Reverse Skyline Queries Using MapReduce
Auto-Grouping Emails For Faster E-Discovery
Order Dispatch in Price-aware Ridesharing
The Researcher's Guide to the Data Deluge: Querying a Scientific Database in Just a Few Seconds
Accelerating Maximal Clique Enumeration via Graph Reduction
TSCache: An Efficient Flash-based Caching Scheme for Time-series Data Workloads
Secure Shapley Value for Cross-Silo Federated Learning
(p, q)-biclique Counting and Enumeration for Large Sparse Bipartite Graphs
PIQL: Success-Tolerant Query Processing in the Cloud
Speedup Your Analytics: Automatic Parameter Tuning for Databases and Big Data Systems
noWorkflow: a Tool for Collecting, Analyzing, and Managing Provenance from Python Scripts
Odyssey: A Multi-Store System for Evolutionary Analytics
A MovingObject Index for Efficient Query Processing with Peer-Wise Location Privacy
Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
ONe Index for All Kernels (ONIAK): A Zero Re-Indexing LSH Solution to ANNS-ALT
Scalable Discovery of Best Clusters on Large Graphs
Errata for "Teseo and the Analysis of Structural Dynamic Graph"
HAMSTER: Using Search Clicklogs for Schema and Taxonomy Matching
Query Optimization for Dynamic Imputation
Online Aggregation for Large MapReduce Jobs
Triangular Stability Maximization by Influence Spread over Social Networks
QUEST: An Exploratory Approach to Robust Query Processing
SChain: A Scalable Consortium Blockchain Exploiting Intra- and Inter-Block Concurrency
Differential Privacy in the Wild: A tutorial on current practices & open challenges
Efficient Index for Temporal Core Queries over Bipartite Graphs
Query Expansion Based on Clustered Results