Discovering critical vertices for reinforcement of large-scale bipartite networks

2024-8-24

DumpyOS: A data-adaptive multi-ary index for scalable data series similarity search

2024-8-21

Enabling space-time efficient range queries with REncoder

2024-8-7

AutoCTS++: zero-shot joint neural architecture and hyperparameter search for correlated time series forecasting

2024-7-30

WavingSketch: an unbiased and generic sketch for finding top-k items in data streams

2024-7-29

FedST: secure federated shapelet transformation for time series classification

2024-7-26

FICOM: an effective and scalable active learning framework for GNNs on semi-supervised node classification

2024-7-22

Correction to: “Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain”

2024-7-18

Flexible grouping of linear segments for highly accurate lossy compression of time series data

2024-7-15

Survey of vector database management systems

2024-7-15

FlexpushdownDB: rethinking computation pushdown for cloud OLAP DBMSs

2024-7-10

Open benchmark for filtering techniques in entity resolution

2024-7-9

Minimum motif-cut: a workload-aware RDF graph partitioning strategy

2024-7-8

GPU-based butterfly counting

2024-6-27

Optimizing LSM-based indexes for disaggregated memory

2024-6-19

Performant almost-latch-free data structures using epoch protection in more depth

2024-6-17

Parallelization of butterfly counting on hierarchical memory

2024-6-7

A survey on hybrid transactional and analytical processing

2024-6-4

Reliability evaluation of individual predictions: a data-centric approach

2024-5-30

Efficient cryptanalysis of an encrypted database supporting data interoperability

2024-5-23

Efficient algorithms for reachability and path queries on temporal bipartite graphs

2024-5-23

Discovering approximate implicit domain orders through order dependencies

2024-5-21

Similarity-driven and task-driven models for diversity of opinion in crowdsourcing markets

2024-5-17

Efficient and effective algorithms for densest subgraph discovery and maintenance

2024-5-8

Lero: applying learning-to-rank in query optimizer

2024-4-25

Hyper-distance oracles in hypergraphs

2024-4-19

Special issue on “Machine learning and databases”

2024-4-17

Data distribution tailoring revisited: cost-efficient integration of representative data

2024-4-12

Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems

2024-4-12

Hilogx: noise-aware log-based anomaly detection with human feedback

2024-3-28

MM-DIRECT

2024-3-27

How good are machine learning clouds? Benchmarking two snapshots over 5 years

2024-3-15

Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain

2024-2-28

Special issue: modern hardware

2024-2-22

Ingress: an automated incremental graph processing system

2024-2-20

Speech-to-SQL: toward speech-driven SQL query generation from natural language question

2024-2-16

A new distributional treatment for time series anomaly detection

2024-2-15

Assisted design of data science pipelines

2024-2-13

A learning-based framework for spatial join processing: estimation, optimization and tuning

2024-2-13

Time series data encoding in Apache IoTDB: comparative analysis and recommendation

2024-2-12

Identifying similar-bicliques in bipartite graphs

2024-1-25

Sub-trajectory clustering with deep reinforcement learning

2024-1-25

Towards flexibility and robustness of LSM trees

2024-1-11

Scalable decoupling graph neural network with feature-oriented optimization

2023-12-27

DB-BERT: making database tuning tools “read” the manual

2023-12-27

Hypergraph motifs and their extensions beyond binary

2023-12-26

HPCache: memory-efficient OLAP through proportional caching revisited

2023-12-22

A new window Clause for SQL++

2023-12-19

Label-constrained shortest path query processing on road networks

2023-12-16

RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms

2023-12-14