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|journal=ACM Transactions on Intelligent Systems and Technology
|volume=2 |issue=3 |year=2011
}}</ref><ref>Luca Zanni (2006). ''[http://jmlr.csail.mit.edu/papers/volume7/zanni06a/zanni06a.pdf Parallel Software for Training Large Scale Support Vector Machines on Multiprocessor Systems]''.</ref> The publication of the SMO algorithm in 1998 has generated a lot of excitement in the SVM community, as previously available methods for SVM training were much more complex and required expensive third-party QP solvers.<ref>{{CitationCite thesis
| last = Rifkin | first = Ryan
| year = 2002
| url hdl= http://dspace.mit.edu/handle/1721.1/17549
| title = Everything Old is New Again: a Fresh Look at Historical Approaches in Machine Learning
| journaltype = Ph.D. Thesis
| pages = 18
}}</ref>