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In the never-ending cyber arms race, a true cybersecurity solution is capable of instant, effective response to new malware while striving to anticipate cybercriminals’ next moves. A key component of that capability is the use of cloud technologies that apply distributed data mining and Data Science technologies to threat information processing.