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Log files are used by the Microsoft Exchange Server database engine (ESE) to record changes made to the Exchange database (EDB). They maintain a sequential record of all transactions, including additions, modifications, and deletions, and are crucial for database recovery, ensuring data integrity and adaptability in Exchange environments. This functionality allows administrators to quickly restore the database to a consistent state following system failures or corruption.