yusuke1997/dblp-id-title huggingface dataset:
Efficient Load-Balanced Butterfly Counting on GPU
The HV-tree: a Memory Hierarchy Aware Version Index
A Scalable Search Engine for Mass Storage Smart Objects
XQuery Reloaded
Scalable Package Queries in Relational Database Systems
Towards Social Data Platform: Automatic Topic-focused Monitor for Twitter Stream
AAA: an Adaptive Mechanism for Locally Differential Private Mean Estimation
Simple, Fast, and Scalable Reachability Oracle
Automatic Road Extraction with Multi-Source Data Revisited: Completeness, Smoothness and Discrimination
Satisfying Complex Top-k Fairness Constraints by Preference Substitutions
E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model
Shrink - Prescribing Resiliency Solutions for Streaming
A benchmark for evaluating moving object indexes
DataPrice: An Interactive System for Pricing Datasets in Data Marketplaces
A Branch-&-Bound Algorithm for Fractional Hypertree Decomposition
IsoBugView: Interactively Debugging Isolation Bugs in Database Applications
Breaking Down Memory Walls: Adaptive Memory Management in LSM-based Storage Systems
DB-MAGS: Multi-Anomaly Data Generation System for Transactional Databases
Scalable Topical Phrase Mining from Text Corpora
The Computation of Optimal Subset Repairs
Hashed samples: selectivity estimators for set similarity selection queries
Statistics Collection in Oracle Spatial and Graph: Fast Histogram Construction for Complex Geometry Objects
Viper: An Efficient Hybrid PMem-DRAM Key-Value Store
TPCx-AI - An Industry Standard Benchmark for Artificial Intelligence and Machine Learning Systems
Succinct Graph Representations as Distance Oracles: An Experimental Evaluation
LEOPARD: Lightweight Edge-Oriented Partitioning and Replication for Dynamic Graphs
Agile-Ant: Self-managing Distributed Cache Management for Cost Optimization of Big Data Applications
Microsoft CEP Server and Online Behavioral Targeting
Butterfly-Core Community Search over Labeled Graphs
DDS: DPU-optimized Disaggregated Storage
Serializable Snapshot Isolation in PostgreSQL
ReCG: Bottom-Up JSON Schema Discovery Using a Repetitive Cluster-and-Generalize Framework
Snapcase - Regain Control over Your Predictions with Low-Latency Machine Unlearning
WindTunnel: Towards Differentiable ML Pipelines Beyond a Single Modele
Automated creation of a forms-based database query interface
Buckaroo: A Direct Manipulation Visual Data Wrangler
Creation and Interaction with Large-scale Domain-Specific Knowledge Bases
Big Data Small Footprint: The Design of A Low-Power Classifier for Detecting Transportation Modes
CORE: a COmplex event Recognition Engine
Spatial and Temporal Constrained Ranked Retrieval over Videos
Scaling-Up In-Memory Datalog Processing: Observations and Techniques
PPQ-Trajectory: Spatio-temporal Quantization for Querying in Large Trajectory Repositories
Optimized Batch Prompting for Cost-effective LLMs
Strider: An Adaptive, Inference-enabled Distributed RDF Stream Processing Engine
MapReduce-based Dimensional ETL Made Easy
Letter from the Associate Editors
LargeEA: Aligning Entities for Large-scale Knowledge Graphs
Frost: A Platform for Benchmarking and Exploring Data Matching Results
Mind the Gap: Bridging Multi-Domain Query Workloads with EmptyHeaded
Graph Association Analyses for Early Drug Discovery
ModsNet: Performance-aware Top-k Model Search using Exemplar Datasets
Enabling epsilon-Approximate Querying in Sensor Networks
GraphScope: A One-Stop Large Graph Processing System
AutoCTS: Automated Correlated Time Series Forecasting
Analyzing How BERT Performs Entity Matching
MiCS: Near-linear Scaling for Training Gigantic Model on Public Cloud
FDepHunter: Harnessing Negative Examples to Expose Fakes and Reveal Ghosts
On Efficient Approximate Queries over Machine Learning Models
CDB: A Crowd-Powered Database System
Dima: A Distributed In-Memory Similarity-Based Query Processing System
Fast and Effective Distribution-Key Recommendation for Amazon Redshift
Community Detection in Social Networks: An In-depth Benchmarking Study with a Procedure-Oriented Framework
In-RDBMS Hardware Acceleration of Advanced Analytics
Fair Task Assignment in Spatial Crowdsourcing
Opportunities for Data Management Research in the Era of Horizontal AI/ML
Analysis of Influence Contribution in Social Advertising
Semantic Operators and Their Optimization: Towards AI-Based Data Analytics with Accuracy Guarantees
SHARC: Framework for Quality-Conscious Web Archiving
BlackMagic: Automatic Inlining of Scalar UDFs into SQL Queries with Froid
Storing Matrices on Disk: Theory and Practice Revisited
Demonstration of MaskSearch: Efficiently Querying Image Masks for Machine Learning Workflows
Index Checkpoints for Instant Recovery in In-Memory Database Systems
Exploiting Soft and Hard Correlations in Big Data Query Optimization
GRewriter: Practical Query Rewriting with Automatic Rule Set Expansion in GaussDB
SPARQLByE: Querying RDF data by example
TeRec: A Temporal Recommender System Over Tweet Stream
EasyDR: A Human-in-the-loop Error Detection&Repair Platform for Holistic Table Cleaning
Fast and Adaptive Indexing of Multi-Dimensional Observational Data
Efficient Temporal Butterfly Counting and Enumeration on Temporal Bipartite Graphs
HOMES: A Higher-Order Mapping Evaluation System
AJoin: Ad-hoc Stream Joins at Scale
Towards Multi-way Join Aware Optimizer in SAP HANA
Entity Resolution On-Demand
DisC diversity: result diversification based on dissimilarity and coverage
Cloud native database systems at Alibaba: Opportunities and Challenges
Pushing Data-Induced Predicates Through Joins in Big-Data Clusters
Scaling Up Concurrent Main-Memory Column-Store Scans: Towards Adaptive NUMA-aware Data and Task Placement
FusionQuery: On-demand Fusion Queries over Multi-source Heterogeneous Data
Managing Massive Time Series Streams with MultiScale Compressed Trickles
Efficient k-Clique Count Estimation with Accuracy Guarantee
DoveDB: A Declarative and Low-Latency Video Database
AuditGuard: a system for database auditing under retention restrictions
Apache TsFile: An IoT-native Time Series File Format
Ringtail: A Generalized Nowcasting System
Towards AI-Powered Data-Driven Education
Most Similar Biclique Search at Scale
Complex-Path: Effective and Efficient Node Ranking with Paths in Billion-Scale Heterogeneous Graphs
The Complexity of Causality and Responsibility for Query Answers and non-Answers
TiDB: A Raft-based HTAP Database
VStream: A Distributed Streaming Vector Search System
Efficiently Compiling Efficient Query Plans for Modern Hardware
RHEEM: Enabling Cross-Platform Data Processing - May The Big Data Be With You! -
LSH Ensemble: Internet-Scale Domain Search
Natural language to SQL: Where are we today?
Leveraging History for Faster Sampling of Online Social Networks
Fast Range Query Processing with Strong Privacy Protection for Cloud Computing
GraphMat: High performance graph analytics made productive
Route Travel Time Estimation on A Road Network Revisited: Heterogeneity, Proximity, Periodicity and Dynamicity
Troubles with Nulls, Views from the Users
Towards Elastic Transactional Cloud Storage with Range Query Support
Minuet: A Scalable Distributed Multiversion B-Tree
Overview of Turn Data Management Platform for Digital Advertising
CodexDB: Synthesizing Code for Query Processing from Natural Language Instructions using GPT-3 Codex
RankIE: Document Retrieval on Ranked Entity Graphs
ManyAspects: a system for highlighting diverse concepts in documents
iEDeaL: A Deep Learning Framework for Detecting Highly Imbalanced Interictal Epileptiform Discharges
Billion-Scale Bipartite Graph Embedding: A Global-Local Induced Approach
Towards Scalable and Practical Batch-Dynamic Connectivity
The More the Merrier: Efficient Multi-Source Graph Traversal
Can Graph Reordering Speed Up Graph Neural Network Training? An Experimental Study
SQL Engines Excel at the Execution of Imperative Programs
MultiCategory: Multi-model Query Processing Meets Category Theory and Functional Programming
Storage Management in AsterixDB
SWS: A Complexity-Optimized Solution for Spatial-Temporal Kernel Density Visualization
K2: On Optimizing Distributed Transactions in a Multi-region Data Store with True-time Clocks
Similarity search in the blink of an eye with compressed indices
Transformers for Tabular Data Representation: A Tutorial on Models and Applications
Evaluating SPARQL Queries on Massive RDF Datasets
PrivateSQL: A Differentially Private SQL Query Engine
Making an RDBMS Data Scientist Friendly: Advanced In-database Interactive Analytics with Visualization Support
Searching Workflows with Hierarchical Views
Rapidash: Efficient Detection of Constraint Violations
Letter from the Associate Editor
Estimating Join Selectivities using Bandwidth-Optimized Kernel Density Models
Coordination Avoidance in Database Systems
Query From Examples: An Iterative, Data-Driven Approach to Query Construction
Shortest Path and Distance Queries on Road Networks: An Experimental Evaluation
Adaptive workflow scheduling under resource allocation constraints and network dynamics
Deploying Computational Storage for HTAP DBMSs Takes More Than Just Computation Offloading
QOCO: A Query Oriented Data Cleaning System with Oracles
Efficient and Adaptive Estimation of Local Triadic Coefficients
Massive Genomic Data Processing and Deep Analysis
Optimizing Video Selection LIMIT Queries With Commonsense Knowledge
eXtreme Modelling in Practice
Models and Mechanisms for Spatial Data Fairness
Adaptive Sampling for Rapidly Matching Histograms
Efficient Computation of Feedback Arc Set at Web-Scale
Massively Parallel Data Analysis with PACTs on Nephele
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture
Towards Practical Oblivious Map
Real-time Constrained Cycle Detection in Large Dynamic Graphs
Scalable Replay-Based Replication For Fast Databases
Materializing Knowledge Bases via Trigger Graphs
A Temporal-Probabilistic Database Model for Information Extraction
S+EPPs: Construct and Explore Bisimulation Summaries, plus Optimize Navigational Queries; all on Existing SPARQL Systems
Spade: A Modular Framework for Analytical Exploration of RDF Graphs
Crowdsourcing Algorithms for Entity Resolution
CARMI: A Cache-Aware Learned Index with a Cost-based Construction Algorithm
P2P logging and timestamping for reconciliation
Fast Incremental and Personalized PageRank
DISTILL: Low-Overhead Data-Driven Techniques for Filtering and Costing Indexes for Scalable Index Tuning
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation
Glean: Structured Extractions from Templatic Documents
Correlation Constraint Shortest Path over Large Multi-Relation Graphs
Text Indexing for Long Patterns: Anchors are All you Need
TRACE: Real-time Compression of Streaming Trajectories in Road Networks
Efficient Stochastic Routing in Path-Centric Uncertain Road Networks
Holistic Query Evaluation over Information Extraction Pipelines
Adaptive Range Filters for Cold Data: Avoiding Trips to Siberia
ApproxML: Efficient Approximate Ad-Hoc ML Models Through Materialization and Reuse
Querying and monitoring distributed business processes
Data Profiling with Metanome
ZooBP: Belief Propagation for Heterogeneous Networks
Two Birds With One Stone: Designing a Hybrid Cloud Storage Engine for HTAP
FS-Real: A Real-World Cross-Device Federated Learning Platform
Data Collection and Quality Challenges for Deep Learning
An Experimental Evaluation of Large Scale GBDT Systems
++Spicy: an OpenSource Tool for Second-Generation Schema Mapping and Data Exchange
RapidFlow: An Efficient Approach to Continuous Subgraph Matching
OLTPShare: The Case for Sharing in OLTP Workloads
When Speed Has a Price: Fast Information Extraction Using Approximate Algorithms
Distributed Subgraph Counting: A General Approach
GlassDB: An Efficient Verifiable Ledger Database System Through Transparency
Query Driven-Graph Neural Networks for Community Search: From Non-Attributed, Attributed, to Interactive Attributed
Tagging Stream Data for Rich Real-Time Services
Hermes: Off-the-Shelf Real-Time Transactional Analytics
Disaggregated State Management in Apache Flink 2.0
SCOUT: Prefetching for Latent Feature Following Queries
Amber: A Debuggable Dataflow System Based on the Actor Model
FLEET: High-Performance Durable Replicated State Machines using Scattered and Coordinated Log Entries
Discovering Polarization Niches via Dense Subgraphs with Attractors and Repulsers
Optimizing Collections of Bloom Filters within a Space Budget
Spinning Fast Iterative Data Flows
Efficient Label-Constrained Shortest Path Queries on Road Networks: A Tree Decomposition Approach
LLMLog: Advanced Log Template Generation via LLM-driven Multi-Round Annotation
VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs
Lightweight Indexing of Observational Data in Log-Structured Storage
eSkyline: Processing Skyline Queries over Encrypted Data
Faster Convergence in Mini-batch Graph Neural Networks Training with Pseudo Full Neighborhood Compensation
Supporting Scalable Analytics with Latency Constraints
Industry-scale duplicate detection
Kamino: Constraint-Aware Differentially Private Data Synthesis
Scalable SPARQL Querying of Large RDF Graphs
Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases
Budget-Conscious Fine-Grained Configuration Optimization for Spatio-Temporal Applications
Multiple Query Optimization on the D-Wave 2X Adiabatic Quantum Computer
Explaining Inference Queries with Bayesian Optimization
Compacting Transactional Data in Hybrid OLTP & OLAP Databases
Online Topic-Aware Influence Maximization
Demonstration of Panda: A Weakly Supervised Entity Matching System
Structure-Aware Sampling: Flexible and Accurate Summarization
QED: A Powerful Query Equivalence Decider for SQL
On-the-fly Progress Detection in Iterative Stream Queries
The future of data(base) education: Is the "cow book" dead?
Data Vocalization: Optimizing Voice Output of Relational Data
Conditioning and Aggregating Uncertain Data Streams: Going Beyond Expectations
Path Advisor: A Multi-Functional Campus Map Tool for Shortest Path
Flash-LLM: Enabling Low-Cost and Highly-Efficient Large Generative Model Inference With Unstructured Sparsity
Efficient Error-tolerant Query Autocompletion
Bolt-on, Compact, and Rapid Program Slicing for Notebooks [Scalable Data Science]
CarStream: An Industrial System of Big Data Processing for Internet-of-Vehicles
Maximizing Fair Content Spread via Edge Suggestion in Social Networks
Truss Decomposition in Massive Networks
Discovering and Exploring Relations on the Web
SparkCruise: Handsfree Computation Reuse in Spark
Using VDMS to Index and Search 100M Images
Why it is time for a HyPE: A Hybrid Query Processing Engine for Efficient GPU Coprocessing in DBMS
Efficient Distributed Transaction Processing in Heterogeneous Networks
Functional Mechanism: Regression Analysis under Differential Privacy
Making SENSE: socially enhanced search and exploration
ProvCite: Provenance-based Data Citation
Comprehensive and Interactive Temporal Query Processing with SAP HANA
Aerospike: Architecture of a Real-Time Operational DBMS
Koko: A System for Scalable Semantic Querying of Text
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models
Shared Workload Optimization
Uncertainty Aware Query Execution Time Prediction
An Examination of CXL Memory Use Cases for In-Memory Database Management Systems using SAP HANA
Provenance for SQL through Abstract Interpretation: Value-less, but Worthwhile
TreeLine: An Update-In-Place Key-Value Store for Modern Storage
On k-Path Covers and their Applications
RecForUS: A Recommender System for Uncertain Scores
Workload Placement on Heterogeneous CPU-GPU Systems
Sketch-based Querying of Distributed Sliding-Window Data Streams
Semantic Conformance Testing of Relational DBMS
Crossing the finish line faster when paddling the Data Lake with Kayak
TSM-Bench: Benchmarking Time Series Database Systems for Monitoring Applications
An Experimental Evaluation of SimRank-based Similarity Search Algorithms
Adaptive and Robust Query Execution for Lakehouses At Scale
Cornus: Atomic Commit for a Cloud DBMS with Storage Disaggregation
Computational fact-checking: a content management perspective
GroupFinder: A New Approach to Top-K Point-of-Interest Group Retrieval
NED: An Inter-Graph Node Metric Based On Edit Distance
Saturn: An Optimized Data System for Multi-Large-Model Deep Learning Workloads
Comdb2: Bloomberg's Highly Available Relational Database System
DivDB: A System for Diversifying Query Results
Human-in-the-loop Data Integration
Fucci: Database Transaction Fuzzing via Random Conflict Construction and Multilevel Constraint Solving
TrustedDB: A Trusted Hardware based Outsourced Database Engine
AJAXSearch: crawling, indexing and searching web 2.0 applications
Pyneapple-G: Scalable Spatial Grouping Queries
UDAO: A Next-Generation Unified Data Analytics Optimizer
Demonstration of Inferring Causality from Relational Databases with CaRL
A The Quantcast File System
DyHealth: Making Neural Networks Dynamic for Effective Healthcare Analytics
Data visualization & social data analysis
EDA4SUM: Guided Exploration of Data Summaries
Mining Revenue-Maximizing Bundling Configuration
ReStore: Reusing Results of MapReduce Jobs
Analyzing and revising data integration schemas to improve their matchability
F1 Query: Declarative Querying at Scale
When Engagement Meets Similarity: Efficient (k, r)-Core Computation on Social Networks
Flexible Query Processor on FPGAs
Odyssey: A Journey in the Land of Distributed Data Series Similarity Search
TimeTrails: A System for Exploring Spatio-Temporal Information in Documents
Deep Learning for Blocking in Entity Matching: A Design Space Exploration
Optimal Column Layout for Hybrid Workloads
Projected Federated Averaging with Heterogeneous Differential Privacy
Optimal Top-K Query Evaluation for Weighted Business Processes
CyLog/Crowd4U: A Declarative Platform for Complex Data-centric Crowdsourcing
QUICK: Expressive and Flexible Search over Knowledge Bases and Text Collections
FINEdex: A Fine-grained Learned Index Scheme for Scalable and Concurrent Memory Systems
Longshot: Indexing Growing Databases using MPC and Differential Privacy
Towards a Unified Framework for String Similarity Joins
SMCQL: Secure Query Processing for Private Data Networks
GeCo: Quality Counterfactual Explanations in Real Time
Cloud Databases: What's New?
Fairness in Preference Queries: Social Choice Theories Meet Data Management
Linearized and Single-Pass Belief Propagation
NeMa: Fast Graph Search with Label Similarity
Similarity Search for Scientific Workflows
Excalibur: A Virtual Machine for Adaptive Fine-grained JIT-Compiled Query Execution based on VOILA
Data and AI Model Markets: Opportunities for Data and Model Sharing, Discovery, and Integration
Implementing filesystems by tree-aware DBMSs
GRANO: Interactive Graph-based Root Cause Analysis for Cloud-Native Distributed Data Platform
ReAcTable: Enhancing ReAct for Table Question Answering
BlazeIt: Optimizing Declarative Aggregation and Limit Queries for Neural Network-Based Video Analytics
Sampling Methods for Inner Product Sketching
LocationSpark: A Distributed In-Memory Data Management System for Big Spatial Data
Personalized Privacy Protection in Social Networks
Intelligent Agents for Data Exploration
Stethoscope: A platform for interactive visual analysis of query execution plans
Capturing and querying fine-grained provenance of preprocessing pipelines in data science
A Blockchain System for Clustered Federated Learning with Peer-to-Peer Knowledge Transfer
Privacy-preserving Cooperative Online Matching over Spatial Crowdsourcing Platforms
Property Graph Standards: State of the Art & Open Challenges
Spade: A Real-Time Fraud Detection Framework on Evolving Graphs
Efficient framework for operating on data sketches
Hum-a-song: A Subsequence Matching with Gaps-Range-Tolerances Query-By-Humming System
Maintaining dynamic channel profiles on the web
The Key to Effective UDF Optimization: Before Inlining, First Perform Outlining
Detecting Layout Templates in Complex Multiregion Files
PolarDB-SCC: A Cloud-Native Database Ensuring Low Latency for Strongly Consistent Reads
Interpretable and Informative Explanations of Outcomes
ReMac: A Matrix Computation System with Redundancy Elimination
Effective Entity Augmentation By Querying External Data Sources
Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms
Cquirrel: Continuous Query Processing over Acyclic Relational Schemas
Vizdom: Interactive Analytics through Pen and Touch
Real-Time Influence Maximization on Dynamic Social Streams
Missing Value Imputation for Multi-attribute Sensor Data Streams via Message Propagation
MD-MVCC: Multi-version Concurrency Control for Schema Changes in Azure SQL Database
When Amnesia Strikes: Understanding and Reproducing Data Loss Bugs with Fault Injection
COMPARE: Accelerating Groupwise Comparison in Relational Databases for Data Analytics
Interactive source registration in community-oriented information integration
Laser: Buffer-Aware Learned Query Scheduling in Master-Standby Databases
GConnect: A Connectivity Index for Massive Disk-resident Graphs
CEDAR: A System for Cost-Efficient Data-Driven Claim Verification
Statisticum: Data Statistics Management in SAP HANA
ERA: Efficient Serial and Parallel Suffix Tree Construction for Very Long Strings
DBMind: A Self-Driving Platform in openGauss
Opening The Black-Box: Explaining Learned Cost Models For Databases
R2-D2: a System to Support Probabilistic Path Prediction in Dynamic Environments via "Semi-Lazy" Learning
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
Building Disclosure Risk Aware Query Optimizers for Relational Databases
Creating Top Ranking Options in the Continuous Option and Preference Space
Leaper: A Learned Prefetcher for Cache Invalidation in LSM-tree based Storage Engines
No Repetition: Fast and Reliable Sampling with Highly Concentrated Hashing
Anarchy in the Database: A Survey and Evaluation of Database Management System Extensibility
A Demonstration of Iterative Parallel Array Processing in Support of Telescope Image Analysis
Topic-based Community Search over Spatial-Social Networks
The Art of Balance: A RateupDB Experience of Building a CPU/GPU Hybrid Database Product
Sieve: A Middleware Approach to Scalable Access Control for Database Management Systems
ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems
FireLedger: A High Throughput Blockchain Consensus Protocol
Scalable, NearZero Loss Disaster Recovery for Distributed Data Stores
Relaxation in text search using taxonomies
Query-Aware Locality-Sensitive Hashing for Approximate Nearest Neighbor Search
Optimistic Data Parallelism for FPGA-Accelerated Sketching
List Intersection for Web Search: Algorithms, Cost Models, and Optimizations
WebMILE: Democratizing Network Representation Learning at Scale
SciLens News Platform: A System for Real-Time Evaluation of News Articles
GriDB: Scaling Blockchain Database via Sharding and Off-Chain Cross-Shard Mechanism
GRAIL: Efficient Time-Series Representation Learning
LucidScript: Bottom-up Standardization for Data Preparation
Optimality and Scalability in Lattice Histogram Construction
Techniques and Efficiencies from Building a Real-Time DBMS
FlashP: An Analytical Pipeline for Real-time Forecasting of Time-Series Relational Data
Accelerating Generalized Linear Models with MLWeaving: A One-Size-Fits-All System for Any-precision Learning
Process spaceship: discovering and exploring process views from event logs in data spaces
Efficient Reachability Query Evaluation in Large Spatiotemporal Contact Datasets
Pigeonring: A Principle for Faster Thresholded Similarity Search
ConfluxDB: Multi-Master Replication for Partitioned Snapshot Isolation Databases
Where To: Crowd-Aided Path Selection
Data Auditor: Exploring Data Quality and Semantics using Pattern Tableaux
Constructing an Interactive Natural Language Interface for Relational Databases
TSB-UAD: An End-to-End Benchmark Suite for Univariate Time-Series Anomaly Detection
Brighthouse: an analytic data warehouse for ad-hoc queries
An Experimental Evaluation of Anomaly Detection in Time Series