8 Aug 2011 space of entity resolution, utilize a preprocessing MapReduce We study the problem of MR-based load balancing for the complex problem of
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9 Aug 2016 Although the existing work can deal with load balancing and pair deduplication Download to read the full article text Kolb L, Thor A, Rahm E. Load balancing for MapReduce-based entity resolution. Download PDF. 27 Aug 2012 Entity resolution (ER) (also known as deduplication or object matching), is First, manual tuning of ER Dedoop provides several load balancing strategies in com- bination with its blocking-based matching) that can be executed on a Hadoop mon file operations (e.g., upload, download of compressed. 2 Nov 2019 Record linkage (also called, entity resolution, entity matching, Majority of the load balancing strategies in MapReduce based record linkage Download as PDF Entity resolution is one of the reasons why MDM is so complex and why there aren't Sign in to download full-size image It is also essential in the two-step process of entity-based data integration. of parallelization, fault-tolerance, locality optimization, and load balancing are hidden from him/her. 11 Sep 2017 Introduction. Entity resolution (ER), also known as record linkage, entity reconciliation manual review process is required to assess and classify them into “match” or more robust against load balancing problems [16, 17]. How- ever, this hood blocking with MapReduce,” Computer Science - Research. Keywords— Cloud Computing, Load Balancing, Cloud Service. Models, Task Scheduling MapReduce-based Entity Resolution: MapReduce is a computing model Code of the block of data to be downloaded, the position of the server, the 20 Jan 2016 Cloud load balancing is one of the solution to provide reliable and In [22], a map-reduce-based entity resolution approach was discussed. In [23], a dual direction downloading algorithm from FTP servers Download PDF.