Space filling approach for distributed processing of top-k dominating queries
A top-k dominating query returns k data objects that dominate the highest number of data
objects in a given dataset. This query provides us with a set of intuitively preferred data, thus …
objects in a given dataset. This query provides us with a set of intuitively preferred data, thus …
Efficient top-k dominating computation on massive data
In many applications, top-k dominating query is an important operation to return k tuples with
the highest domination scores in a potentially huge data space. It is analyzed that the …
the highest domination scores in a potentially huge data space. It is analyzed that the …
Parallel Computation of Dominance Scores for Multidimensional Datasets on GPUs
WM Chen, HH Tsai, JF Ling - IEEE Transactions on Parallel …, 2024 - ieeexplore.ieee.org
The dominance scoring problem in a multidimensional dataset is to return the number of
points dominated by a given point, which is a common metric for evaluating the quality of a …
points dominated by a given point, which is a common metric for evaluating the quality of a …
Efficient skyline computation over distributed interval data
X Li, K Ren, X Li, J Yu - Concurrency and Computation …, 2017 - Wiley Online Library
The increasing volume of uncertain data has resulted in a dire need for supporting efficient
uncertain data management. The skyline query as an important aspect of data management …
uncertain data management. The skyline query as an important aspect of data management …
Parallel processing of top-k dominating queries on incomplete data
X Ding, C Yan, Y Zhao - 2018 IEEE 4th international …, 2018 - ieeexplore.ieee.org
A top-k dominating query returns the k objects dominating the maximum number of objects
in a given dataset. It combines the advantages of skyline queries and top-k queries, and …
in a given dataset. It combines the advantages of skyline queries and top-k queries, and …
Top-k Dominating Queries on Incremental Datasets
JMT Wu, K Wang, JCW Lin - International Conference on Database …, 2022 - Springer
Top-k dominance (TKD) query for incomplete datasets is a popular preference query for
incomplete data, which analyzes the dominance relationships among objects in a dataset by …
incomplete data, which analyzes the dominance relationships among objects in a dataset by …
Scalable distributed top-k join queries in topic-based pub/sub systems
N Zacheilas, D Dedousis… - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
In this paper, we provide a novel approach that enables the execution of top-k join queries
over sliding windows in a way that reduces the amount of data that need to be analyzed by …
over sliding windows in a way that reduces the amount of data that need to be analyzed by …
Efficient processing of Top-K dominating queries on incomplete data using MapReduce
X Ding, C Yan, Y Zhao, Z Yang - … , ICCCS 2018, Haikou, China, June 8-10 …, 2018 - Springer
Top-k dominating queries, which return the k best items with a comprehensive “goodness”
criterion based on dominance, have attracted considerable attention recently due to its …
criterion based on dominance, have attracted considerable attention recently due to its …
Imperfect top-k skyline query with confidence level
Uncertain, imprecise and noisy data arise in a number of domains including sensor
networks and data integration. Skyline analysis is a powerful tool in a wide spectrum of real …
networks and data integration. Skyline analysis is a powerful tool in a wide spectrum of real …
The subspace global skyline query processing over dynamic databases
M Bai, J Xin, G Wang, X Wang, R Zimmermann - World Wide Web, 2017 - Springer
The global skyline, as an important variant of the skyline, has been widely applied in multi-
criteria decision making, business planning and data mining. In this paper, we extend our …
criteria decision making, business planning and data mining. In this paper, we extend our …