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Over the past years, streaming Web services have become popular, with many of the top Web platforms now offering near real-time streams of user and machine activity. In light of this, Web Observatories now are faced with the challenge of being able to process and republish real-time, big data, Web streams, whilst maintaining access control and data consistency. In this paper we describe the architecture used in the Southampton Web Observatory to harvest, process, and serve real-time Web streams.doi:10.1145/2740908.2743977 dblp:conf/www/TinatiWBTH15 fatcat:bkctdj663vfpplxqrh7sly2xiy