Optimal aggregation algorithms for middleware
PODS '01 Proceedings of the twentieth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
PREFER: a system for the efficient execution of multi-parametric ranked queries
SIGMOD '01 Proceedings of the 2001 ACM SIGMOD international conference on Management of data
Proceedings of the 17th International Conference on Data Engineering
Optimizing Multi-Feature Queries for Image Databases
VLDB '00 Proceedings of the 26th International Conference on Very Large Data Bases
Evaluating top-k queries over web-accessible databases
ACM Transactions on Database Systems (TODS)
Merging retrieval results in hierarchical peer-to-peer networks
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Optimizing Top-k Selection Queries over Multimedia Repositories
IEEE Transactions on Knowledge and Data Engineering
Efficient top-K query calculation in distributed networks
Proceedings of the twenty-third annual ACM symposium on Principles of distributed computing
Progressive Distributed Top-k Retrieval in Peer-to-Peer Networks
ICDE '05 Proceedings of the 21st International Conference on Data Engineering
Progressive skyline computation in database systems
ACM Transactions on Database Systems (TODS) - Special Issue: SIGMOD/PODS 2003
KLEE: a framework for distributed top-k query algorithms
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Robust Cardinality and Cost Estimation for Skyline Operator
ICDE '06 Proceedings of the 22nd International Conference on Data Engineering
Reducing network traffic in unstructured P2P systems using Top-k queries
Distributed and Parallel Databases
Continuous monitoring of top-k queries over sliding windows
Proceedings of the 2006 ACM SIGMOD international conference on Management of data
Efficient top-k processing in large-scaled distributed environments
Data & Knowledge Engineering
Multi-objective query processing for database systems
VLDB '04 Proceedings of the Thirtieth international conference on Very large data bases - Volume 30
Best position algorithms for top-k queries
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
Federated search of text-based digital libraries in hierarchical peer-to-peer networks
ECIR'05 Proceedings of the 27th European conference on Advances in Information Retrieval Research
Multidimensional routing indices for efficient distributed query processing
Proceedings of the 18th ACM conference on Information and knowledge management
Processing top-N relational queries by learning
Journal of Intelligent Information Systems
Maintenance of top-k materialized views
Distributed and Parallel Databases
Gossiping personalized queries
Proceedings of the 13th International Conference on Extending Database Technology
Efficient processing of exact top-k queries over disk-resident sorted lists
The VLDB Journal — The International Journal on Very Large Data Bases
Data & Knowledge Engineering
On the selectivity of multidimensional routing indices
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Top-k vectorial aggregation queries in a distributed environment
Journal of Parallel and Distributed Computing
HAPS: supporting effective and efficient full-text P2P search with peer dynamics
Journal of Computer Science and Technology
Efficient distributed top-k query processing with caching
DASFAA'11 Proceedings of the 16th international conference on Database systems for advanced applications: Part II
Efficient early top-k query processing in overloaded P2P systems
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part I
Collaborative personalized top-k processing
ACM Transactions on Database Systems (TODS)
Intelligent Social Media Indexing and Sharing Using an Adaptive Indexing Search Engine
ACM Transactions on Intelligent Systems and Technology (TIST)
Distributed top-k query processing by exploiting skyline summaries
Distributed and Parallel Databases
On saying "enough already!" in MapReduce
Proceedings of the 1st International Workshop on Cloud Intelligence
Personalized query evaluation in ring-based P2P networks
Information Sciences: an International Journal
As-Soon-As-Possible top-k query processing in p2p systems
Transactions on Large-Scale Data- and Knowledge-centered systems IX
Monochromatic and bichromatic mutual skyline queries
Expert Systems with Applications: An International Journal
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Lately the advances in centralized database management systems show a trend towards supporting rank-aware query operators, like top-k, that enable users to retrieve only the most interesting data objects. A challenging problem is to support rank-aware queries in highly distributed environments. In this paper, we present a novel approach, called SPEERTO, for top-k query processing in large-scale peer-to-peer networks, where the dataset is horizontally distributed over the peers. Towards this goal, we explore the applicability of the skyline operator for efficiently routing top-k queries in a large super-peer network. Relying on a thresholding scheme, SPEERTO returns the exact results progressively to the user, while the number of queried super-peers and transferred data is minimized. Finally, we propose different variations of SPEERTO that allow balancing between transferred data volume and response time. Through simulations we demonstrate the feasibility of our approach.