What is high frequency trading in financial markets? How has the speed of trading and transactions changed over the year

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What is high frequency trading in financial markets? How has the speed of trading and transactions changed over the year

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What is high frequency trading in financial markets? How has the speed of trading and transactions changed over the years in stock exchanges worldwide? Do some research and give references.
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