yusuke1997/dblp-id-title huggingface dataset:
Mining Flipping Correlations from Large Datasets with Taxonomies
Early Accurate Results for Advanced Analytics on MapReduce
CatSQL: Towards Real World Natural Language to SQL Applications
Counting with the Crowd
Data Management and Mining in Internet Ad Systems
Optimization of multi-domain queries on the web
Scalar DL: Scalable and Practical Byzantine Fault Detection for Transactional Database Systems
Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service
Scalable Verification for Outsourced Dynamic Databases
HetExchange: Encapsulating heterogeneous CPU-GPU parallelism in JIT compiled engines
The Data Center under your Desk - How Disruptive is Modern Hardware for DB System Design?
An In-depth Comparison of Subgraph Isomorphism Algorithms in Graph Databases
XDB in Action: Decentralized Cross-Database Query Processing for Black-Box DBMSes
Capturing Topology in Graph Pattern Matching
From Natural Language Processing to Neural Databases
Fast Algorithms for Core Maximization on Large Graphs
Optimization of Threshold Functions over Streams
Demonstration of OpenDBML, a Framework for Democratizing In-Database Machine Learning
LIDER: An Efficient High-dimensional Learned Index for Large-scale Dense Passage Retrieval
QSkycube: Efficient Skycube Computation using Point-Based Space Partitioning
The Art of Latency Hiding in Modern Database Engines
FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data
Understanding the Effect of Data Center Resource Disaggregation on Production DBMSs
Accelerating Exact Constrained Shortest Paths on GPUs
Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System
On the Surprising Difficulty of Simple Things: the Case of Radix Partitioning
Robust Distributed Top-N Frequent Pattern Mining Using the SAP BW Accelerator
Anthropocentric Data Systems
Quantifying Point Contributions: A Lightweight Framework for Efficient and Effective Query-Driven Trajectory Simplification
Deducing Certain Fixes to Graphs
Effective Community Search over Large Spatial Graphs
PolyFrame: A Retargetable Query-based Approach to Scaling Dataframes
OSSInsight: Scalable GitHub Analysis
SubStrat: A Subset-Based Optimization Strategy for Faster AutoML
LiquidCache: Efficient Pushdown Caching for Cloud-Native Data Analytics
Still More Shades of Null: An Evaluation Suite for Responsible Missing Value Imputation [Experiment, Analysis and Benchmark]
Improving Utility and Security of the Shuffler-based Differential Privacy
Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
Challenges and Experiences in Building an Efficient Apache Beam Runner For IBM Streams
Resiliency-Aware Data Management
Dynamic Interleaving of Content and Structure for Robust Indexing of Semi-Structured Hierarchical Data
A.M.B.R.O.S.I.A: Providing Performant Virtual Resiliency for Distributed Applications
A Unified Approach to Route Planning for Shared Mobility
Approximate Anchored Densest Subgraph Search on Large Static and Dynamic Graphs
Is Your Learned Query Optimizer Behaving As You Expect? A Machine Learning Perspective
Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy
Data fusion - Resolving Data Conflicts for Integration
Data-driven Visual Graph Query Interface Construction and Maintenance: Challenges and Opportunities
Efficient Placement of Decomposable Aggregation Functions for Stream Processing over Large Geo-Distributed Topologies
Asymmetric Linearizable Local Reads
Information Theory For Data Management
SimDB in Action: Road Trafic Simulations Completely Inside Array DBMS
RuDiK: Rule Discovery in Knowledge Bases
From ML Models to Intelligent Applications: The Rise of MLOps
Spatial Partitioning Techniques in Spatial Hadoop
LMSFC: A Novel Multidimensional Index based on Learned Monotonic Space Filling Curves
OLTP-Bench: An Extensible Testbed for Benchmarking Relational Databases
Rebirth-Retire: A Concurrency Control Protocol Adaptable to Different Levels of Contention
Babelfish: Efficient Execution of Polyglot Queries
Mixer: Efficiently Understanding and Retrieving Visual Content at Web-Scale
Influential Community Search over Large Heterogeneous Information Networks
FEDEX: An Explainability Framework for Data Exploration Steps
Concurrent Log-Structured Memory for Many-Core Key-Value Stores
Knowledge Bases in the Age of Big Data Analytics
A Performance Study of Three Disk-based Structures for Indexing and Querying Frequent Itemsets
ObjectRunner: Lightweight, Targeted Extraction and Querying of Structured Web Data
Document Reordering for Faster Intersection
Parallelizing Query Optimization on Shared-Nothing Architectures
BICE: Exploring Compact Search Space by Using Bipartite Matching and Cell-Wide Verification
Developing and Analyzing XSDs through BonXai
Automated Relational Data Explanation using External Semantic Knowledge
Fast and Robust Distributed Subgraph Enumeration
Real-Time Distance-Based Outlier Detection in Data Streams
Accelerating Similarity Search for Elastic Measures: A Study and New Generalization of Lower Bounding Distances
User Analytics with UbeOne: Insights into Web Printing
Netherite: Efficient Execution of Serverless Workflows
A Declarative Query Processing System for Nowcasting
Hindsight Logging for Model Training
Data Generation for Application-Specific Benchmarking
FAD.js: Fast JSON Data Access Using JIT-based Speculative Optimizations
TransactiveDB: Tapping into Collective Human Memories
Compaction Management in Distributed Key-Value Datastores
Weakly Guided Adaptation for Robust Time Series Forecasting
Exathlon: A Benchmark for Explainable Anomaly Detection over Time Series
Optimistic Concurrency Control by Melding Trees
The V*-Diagram: a query-dependent approach to moving KNN queries
Elf: Erasing-based Lossless Floating-Point Compression
FusionInsight LibrA: Huawei's Enterprise Cloud Data Analytics Platform
A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks
GORAM: Graph-oriented ORAM for Efficient Ego-centric Queries on Federated Graphs
An Analysis of Concurrency Control Protocols for In-Memory Database with CCBench
MDedup: Duplicate Detection with Matching Dependencies
Pangolin: An Efficient and Flexible Graph Mining System on CPU and GPU
Analyzing and Mitigating Data Stalls in DNN Training
Optimizing Join Enumeration in Transformation-based Query Optimizers
A Practical Approach to Groupjoin and Nested Aggregates
NashDB: Fragmentation, Replication, and Provisioning using Economic Methods
Hardware-Efficient Data Imputation through DBMS Extensibility
Scalable Data Exchange with Functional Dependencies
Timestamp as a Service, not an Oracle
Walking in the Cloud: Parallel SimRank at Scale
An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers
Towards Resource Efficiency: Practical Insights into Large-Scale Spark Workloads at ByteDance
On Shapley Value in Data Assemblage Under Independent Utility
Meet Me Halfway: Split Maintenance of Continuous Views
HIWAS: Enabling Technology for Analysis of Clinical Data in XML Documents
Full-Fidelity Flexible Object-Oriented XML Access
New Trends in High-D Vector Similarity Search: AI-driven, Progressive, and Distributed
A Deep Generative Model for Trajectory Modeling and Utilization
DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger
QUIS: InSitu Heterogeneous Data Source Querying
OFL-W3: A One-shot Federated Learning System on Web 3.0
Enabling Efficient Attack Investigation via Human-in-the-Loop Security Analysis
Inspector Gadget: A Data Programming-based Labeling System for Industrial Images
Densest Subgraph Discovery on Large Graphs: Applications, Challenges, and Techniques
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow
Scalable, Resilient and Configurable Permissioned Blockchain Fabric
Efficient Indexing for Diverse Query Results
SKYPE: Top-k Spatial-keyword Publish/Subscribe Over Sliding Window
Building a Collaborative Data Analytics System: Opportunities and Challenges
Spatial Queries with Two kNN Predicates
Orca-SR: A Real-Time Traffic Engineering Framework leveraging Similarity Joins
Dwarfs in the rearview mirror: how big are they really?
Leveraging Set Relations in Exact Set Similarity Join
Towards Energy-Efficient Database Cluster Design
A four-dimensional Analysis of Partitioned Approximate Filters
BigST: Linear Complexity Spatio-Temporal Graph Neural Network for Traffic Forecasting on Large-Scale Road Networks
IHCS: An Integrated Hybrid Cleaning System
Motivo: Fast Motif Counting via Succinct Color Coding and Adaptive Sampling
Full-Power Graph Querying: State of the Art and Challenges
Hadoop++: Making a Yellow Elephant Run Like a Cheetah (Without It Even Noticing)
PHyTM: Persistent Hybrid Transactional Memory
Row-wise parallel predicate evaluation
Efficient Partial-Pairs SimRank Search for Large Networks
PAR2QO: Parametric Penalty-Aware Robust Query Optimization
Endure: A Robust Tuning Paradigm for LSM Trees Under Workload Uncertainty
An In-Depth Study of Continuous Subgraph Matching
Manu: A Cloud Native Vector Database Management System
A Drop-in Middleware for Serializable DB Clustering across Geo-distributed Sites
AB-tree: Index for Concurrent Random Sampling and Updates
Distributed Deep Learning on Data Systems: A Comparative Analysis of Approaches
Storage Management in the NVRAM Era
ResilientDB: Global Scale Resilient Blockchain Fabric
DADER: Hands-Off Entity Resolution with Domain Adaptation
Efficient Join Algorithms For Large Database Tables in a Multi-GPU Environment
ChiSeL: Graph Similarity Search using Chi-Squared Statistics in Large Probabilistic Graphs
A Partitioning Framework for Aggressive Data Skipping
SkewTune in Action: Mitigating Skew in MapReduce Applications
ClaimIt: Finding Convincing Views to Endorse a Claim
Contributions Estimation in Federated Learning: A Comprehensive Experimental Evaluation
Butterfly Counting on Uncertain Bipartite Networks
Error Diagnosis and Data Profiling with Data X-Ray
Flexible Online Task Assignment in Real-Time Spatial Data
Dependable cardinality forecasts for XQuery
Querying Structural Diversity in Streaming Graphs
Accelerating Recommendation System Training by Leveraging Popular Choices
Homogeneous Network Embedding for Massive Graphs via Reweighted Personalized PageRank
cedar: Optimized and Unified Machine Learning Input Data Pipelines
On The Spatiotemporal Burstiness of Terms
Kelpie: an Explainability Framework for Embedding-based Link Prediction Models
Worker Skill Estimation in Team-Based Tasks
Periscope/GQ: a graph querying toolkit
Styx in Action: Transactional Cloud Applications Made Easy
Keyword querying and Ranking in Databases
Join on Samples: A Theoretical Guide for Practitioners
Enabling Personal Consent in Databases
How Good Are Query Optimizers, Really?
SA-LSM : Optimize Data Layout for LSM-tree Based Storage using Survival Analysis
TripleBit: a Fast and Compact System for Large Scale RDF Data
Efficient Approximate Search on String Collections
Efficient Enumeration of Recursive Plans in Transformation-based Query Optimizers
A skip-list approach for efficiently processing forecasting queries
Sequential Dependencies
DataSynth: Generating Synthetic Data using Declarative Constraints
HoloClean: Holistic Data Repairs with Probabilistic Inference
Behavior Based Record Linkage
Efficient Progressive Minimum k-core Search
The Story of AWS Glue
Spectrum: Speedy and Strictly-Deterministic Smart Contract Transactions for Blockchain Ledgers
Efficient Querying of Inconsistent Databases with Binary Integer Programming
Thoth in Action: Memory Management in Modern Data Analytics
Benchmarking Learned Indexes
VIP Hashing - Adapting to Skew in Popularity of Data on the Fly
Graph Data Models, Query Languages and Programming Paradigms
Approximate lineage for probabilistic databases
When is it time to rethink the aggregate configuration of your OLAP server?
DEXTER: Large-Scale Discovery and Extraction of Product Specifications on the Web
IBM UFO Repository
Efficient 푘-Clique Densest Subgraph Discovery: Towards Bridging Practice and Theory
Astrid: Accurate Selectivity Estimation for String Predicates using Deep Learning
Asymptotically Better Query Optimization Using Indexed Algebra
Automatic Workload Driven Index Defragmentation
On Dense Pattern Mining in Graph Streams
SPOT: Locating Social Media Users Based on Social Network Context
Panel: Startups Founded by Database Researchers
Effective and Efficient Relational Community Detection and Search in Large Dynamic Heterogeneous Information Networks
Auto-Pipeline: Synthesize Data Pipelines By-Target Using Reinforcement Learning and Search
Cleaning both Data Errors and Inaccurate Constraints on Numerical Sequential Data
Fast Foreign-Key Detection in Microsoft SQL Server PowerPivot for Excel
Lenses: An On-Demand Approach to ETL
PSynDB: Accurate and Accessible Private Data Generation
TGL: A General Framework for Temporal GNN Training onBillion-Scale Graphs
Winds from Seattle: Database Research Directions
Query-Driven Video Event Processing for the Internet of Multimedia Things
Spatialyze: A Geospatial Video Analytics System with Spatial-Aware Optimizations
ERICA: Query Refinement for Diversity Constraint Satisfaction
Effective Community Search for Large Attributed Graphs
Effective and Efficient Attributed Hypergraph Embedding on Nodes and Hyperedges
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization
Flash-based Extended Cache for Higher Throughput and Faster Recovery
Publishing Microdata with a Robust Privacy Guarantee
ConfSeer: Leveraging Customer Support Knowledge Bases for Automated Misconfiguration Detection
BAGUA: Scaling up Distributed Learning with System Relaxations
Sharing Opportunities for OLTP Workloads in Different Isolation Levels
ShaRP: Explaining Rankings and Preferences with Shapley Values
Probabilistic Nearest Neighbor Queries on Uncertain Moving Object Trajectories
FACE: A Normalizing Flow based Cardinality Estimator
Towards Maximum Independent Sets on Massive Graphs
Querying and mining of time series data: experimental comparison of representations and distance measures
Towards Auto-Generated Data Systems
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
Annotating Database Schemas to Help Enterprise Search
Multidimensional content eXploration
NLProv: Natural Language Provenance
New Frontiers in Business Intelligence
I Can't Believe It's Not (Only) Software! Bionic Distributed Storage for Parquet Files
TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics
SQL for Data Scientists: Designing SQL Tutorials for Scalable Online Teaching
Multi-Analyst Differential Privacy for Online Query Answering
LA3: A Scalable Link- and Locality-Aware Linear Algebra-Based Graph Analytics System
Price-Optimal Querying with Data APIs
BTrim - Hybrid In-Memory Database Architecture for Extreme Transaction Processing in VLDBs
Waffle: A Workload-Aware and Query-Sensitive Framework for Disk-Based Spatial Indexing
Injecting Uncertainty in Graphs for Identity Obfuscation
Exact Processing of Uncertain Top-k Queries in Multi-criteria Settings
Snuba: Automating Weak Supervision to Label Training Data
SUREL+: Moving from Walks to Sets for Scalable Subgraph-based Graph Representation Learning
Opening the Black Boxes in Data Flow Optimization
VisClean: Interactive Cleaning for Progressive Visualization
The evolution of Amazon Redshift
SEEDB: Efficient Data-Driven Visualization Recommendations to Support Visual Analytics
MisDetect: Iterative Mislabel Detection using Early Loss
LRU-C: Parallelizing Database I/Os for Flash SSDs
A Distributed Multi-GPU System for Fast Graph Processing
A Data- and Workload-Aware Query Answering Algorithm for Range Queries Under Differential Privacy
MagicScaler: Uncertainty-aware, Predictive Autoscaling
Big Metadata : When Metadata is Big Data
LIMAO: A Framework for Lifelong Modular Learned Query Optimization
Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach
GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations
?Tree: a Persistent B+-Tree with Low Tail Latency
Modern Main-Memory Database Systems
Update Rewriting and Integrity Constraint Maintenance in a Schema Evolution Support System: PRISM++
FORWARD: Data-Centric UIs using Declarative Templates that Efficiently Wrap Third-Party JavaScript Components
Differentially Private Stream Processing at Scale
Gobblin: Unifying Data Ingestion for Hadoop
Adaptive NUMA-aware data placement and task scheduling for analytical workloads in main-memory column-stores
OREO: Detection of Cherry-picked Generalizations
OUTRE: An OUT-of-core De-REdundancy GNN Training Framework for Massive Graphs within A Single Machine
DASH: Database Shadowing for Mobile DBMS
Representative Time Series Discovery for Data Exploration
Discovering Relative Importance of Skyline Attributes
Effective Temporal Dependence Discovery in Time Series Data
RINSE: Interactive Data Series Exploration with ADS+
Crowdsourcing Applications and Platforms: A Data Management Perspective
A Partition-Based Approach to Structure Similarity Search
Triparts: Scalable Streaming Graph Partitioning to Enhance Community Structure
UmbraPerf - Profiling Results Tailored for DBMS Developers
Velox: Meta's Unified Execution Engine
What Is the Price for Joining Securely? Benchmarking Equi-Joins in Trusted Execution Environments
CheetahVIS: A Visual Analytical System for Large Urban Bus Data
Efficient Structural Graph Clustering: An Index-Based Approach
How to Price Shared Optimizations in the Cloud
Effective and Efficient Route Planning Using Historical Trajectories on Road Networks
MQJoin: Efficient Shared Execution of Main-Memory Joins
ArchimedesOne: Query Processing over Probabilistic Knowledge Bases
Optimal Sharding for Scalable Blockchains with Deconstructed SMR
Erebus: Explaining the Outputs of Data Streaming Queries
Efficient Haar+ Synopsis Construction for the Maximum Absolute Error Measure
AXE: A Task Decomposition Approach to Learned LSM Tuning
Social Hash Partitioner: A Scalable Distributed Hypergraph Partitioner
Influence Maximization via Vertex Countering
Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes
Real Time Analytics: Algorithms and Systems
Distributed Numerical and Machine Learning Computations via Two-Phase Execution of Aggregated Join Trees
Finding Theme Communities from Database Networks
FedVSE: A Privacy-Preserving and Efficient Vector Search Engine for Federated Databases
Confidence Intervals for Private Query Processing
ETC: Efficient Training of Temporal Graph Neural Networks over Large-scale Dynamic Graphs
Texera: A System for Collaborative and Interactive Data Analytics Using Workflows
In-depth Analysis of Graph-based RAG in a Unified Framework
Scaling Up Structural Clustering to Large Probabilistic Graphs Using Lyapunov Central Limit Theorem
On the Limits of Machine Knowledge: Completeness, Recall and Negation in Web-scale Knowledge Bases
Graph Indexing of Road Networks for Shortest Path Queries with Label Restrictions
VIIQ: Auto-Suggestion Enabled Visual Interface for Interactive Graph Query Formulation
MQH: Locality Sensitive Hashing on Multi-level Quantization Errors for Point-to-Hyperplane Distances
Trill: A High-Performance Incremental Query Processor for Diverse Analytics
Delta: Scalable Data Dissemination under Capacity Constraints
Stop Word and Related Problems in Web Interface Integration
In-Network Leaderless Replication for Distributed Data Stores
Blueprint: a constraint-solving approach for document extraction
A Probabilistic Optimization Framework for the Empty-Answer Problem
Efficient Retrieval of the Top-k Most Relevant Spatial Web Objects
On Supporting Efficient Snapshot Isolation for Hybrid Workloads with Multi-Versioned Indexes
Learning User Preferences By Adaptive Pairwise Comparison
Optimal Algorithms for Ranked Enumeration of Answers to Full Conjunctive Queries
Show Me the Money: Dynamic Recommendations for Revenue Maximization
An Architecture for Parallel Topic Models
Dealing with Acronyms, Abbreviations, and Typos in Real-World Entity Matching
Query Processing under GLAV Mappings for Relational and Graph Databases
Outlier Summarization via Human Interpretable Rules
Algorithmic Complexity Attacks on Dynamic Learned Indexes
Sniffer: A Novel Model Type Detection System against Machine-Learning-as-a-Service Platforms
Query Processing on Tensor Computation Runtimes
Performance and Scalability of Indexed Subgraph Query Processing Methods
On Optimizing Operator Fusion Plans for Large-Scale Machine Learning in SystemML
Only Aggressive Elephants are Fast Elephants
Collaborative Edge and Cloud Neural Networks for Real-Time Video Processing
HEDA: Multi-Attribute Unbounded Aggregation over Homomorphically Encrypted Database
Hexastore: sextuple indexing for semantic web data management
AIDA - Abstraction for Advanced In-Database Analytics
Database Isolation By Scheduling
Rank Join Queries in NoSQL Databases
Approximate Closest Community Search in Networks
Efficient Rewriting of XPath Queries Using Query Set Specifications
Artemis: A System for Analyzing Missing Answers
Translation of Array-Based Loops to Distributed Data-Parallel Programs
2SCENT: An Efficient Algorithm to Enumerate All Simple Temporal Cycles
Towards Observability for Production Machine Learning Pipelines [Vision]
ChainDash: An Ad-Hoc Blockchain Data Analytics System
Efficient and Effective Algorithms for Clustering Uncertain Graphs
Database Support for Unstructured Meshes
OLAK: An Efficient Algorithm to Prevent Unraveling in Social Networks
Fair Transaction Processing For Multi-Tenant Databases
POLAR: Adaptive and Non-invasive Join Order Selection via Plans of Least Resistance
KBQA: Learning Question Answering over QA Corpora and Knowledge Bases
Fast Iterative Graph Computation with Block Updates
Capri/MR: exploring protein databases from a structural and physicochemical point of view
Sharing Data and Work Across Concurrent Analytical Queries
TRAMP: Understanding the Behavior of Schema Mappings through Provenance
Schema Independent and Scalable Relational Learning By Castor
Hu-Fu: A Data Federation System for Secure Spatial Queries
Axiomatic Foundations and Algorithms for Deciding Semantic Equivalences of SQL Queries
Not for the Timid: On the Impact of Aggressive Over-booking in the Cloud
Identifying, Attributing and Describing Spatial Bursts
PIM-tree: A Skew-resistant Index for Processing-in-Memory
Debugging Missing Answers for Spark Queries over Nested Data with Breadcrumb
Language-integrated querying of XML data in SQL server
DuckDB-Wasm: Fast Analytical Processing for the Web
A Design Space Exploration and Evaluation for Main-Memory Hash Joins in Storage Class Memory
Evaluation Strategies for Top-k Queries over Memory-Resident Inverted Indexes
LlamaTune: Sample-Efficient DBMS Configuration Tuning
Online Schema Evolution is (almost) Free for Snapshot Databases
SRS: Solving c-Approximate Nearest Neighbor Queries in High Dimensional Euclidean Space with a Tiny Index
Fused Gromov-Wasserstein Alignment for Graph Edit Distance Computation and Beyond
Dandelion: Smaller Clusters, Bigger Speeds - Distributed Transactions Redefined
On Pruning for Top-K Ranking in Uncertain Databases
Cache Me If You Can: Accuracy-Aware Inference Engine for Differentially Private Data Exploration
Graph Queries in a Next-Generation Datalog System
Towards Scalable Dataframe Systems
Kishu: Time-Traveling for Computational Notebooks
MT-Teql: Evaluating and Augmenting Neural NLIDB on Real-world Linguistic and Schema Variations
Distributed Join Algorithms on Thousands of Cores
Making Updates Disk-I/O Friendly Using SSDs
TOD: GPU-accelerated Outlier Detection via Tensor Operations
Accelerating Pathology Image Data Cross-Comparison on CPU-GPU Hybrid Systems
Densest Multipartite Subgraph Search in Heterogeneous Information Networks
Computing Immutable Regions for Subspace Top-k Queries
Amoeba: A Shape changing Storage System for Big Data
Keyword++: A Framework to Improve Keyword Search Over Entity Databases
Inductive Attributed Community Search: to Learn Communities across Graphs
SAP HANA Adoption of Non-Volatile Memory