The International Conference on Modern Analysis & Applications, which was dedicated to the 100th anniversary of the birth of Mark Krein, one of the greatest mathematicians of the 20th century, was held in Odessa, Ukraine, on April 9-14, 2007. This title contains peer-reviewed research & survey papers based on invited talks at this conference.