The Starburst long field manager
VLDB '89 Proceedings of the 15th international conference on Very large data bases
Optimization for dynamic inverted index maintenance
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
Partitioned posting files: a parallel inverted file structure for information retrieval
SIGIR '90 Proceedings of the 13th annual international ACM SIGIR conference on Research and development in information retrieval
The performance of three database storage structures for managing large objects
SIGMOD '92 Proceedings of the 1992 ACM SIGMOD international conference on Management of data
Synthetic workload performance analysis of incremental updates
SIGIR '94 Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval
Incremental updates of inverted lists for text document retrieval
SIGMOD '94 Proceedings of the 1994 ACM SIGMOD international conference on Management of data
Inverted File Partitioning Schemes in Multiple Disk Systems
IEEE Transactions on Parallel and Distributed Systems
Managing gigabytes (2nd ed.): compressing and indexing documents and images
Managing gigabytes (2nd ed.): compressing and indexing documents and images
Compression of inverted indexes For fast query evaluation
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
In-place versus re-build versus re-merge: index maintenance strategies for text retrieval systems
ACSC '04 Proceedings of the 27th Australasian conference on Computer science - Volume 26
Inverted Index Compression Using Word-Aligned Binary Codes
Information Retrieval
Indexing time vs. query time: trade-offs in dynamic information retrieval systems
Proceedings of the 14th ACM international conference on Information and knowledge management
Fast on-line index construction by geometric partitioning
Proceedings of the 14th ACM international conference on Information and knowledge management
Inverted files for text search engines
ACM Computing Surveys (CSUR)
Hybrid index maintenance for growing text collections
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Efficient on-line index maintenance for dynamic text collections by using dynamic balancing tree
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Efficient online index construction for text databases
ACM Transactions on Database Systems (TODS)
Introduction to Information Retrieval
Introduction to Information Retrieval
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Inverted index is a core element of current text retrieval systems. They can be dynamically constructed using online indexing approaches in the environment which even a small delay in timeliness cannot be tolerated, and the index must always be queryable and up to date. Recently, efficient online index construction schemes have been proposed, however, previous works have not focused on scalability with the modern commodity hardware resources such as multi-core CPUs. In this paper, we propose a scalable online index construction method that better utilizes multi-core CPUs. Using experiments on 30 GB of web data, we demonstrate the efficiency of our method in practice, showing that it dramatically reduces online index construction time without sacrificing query performance.