The Gunners have not suffered a defeat in any competition for over three months, but Unai Emery has witnessed his side draw four of their last five contests.
Recent results have left the North London outfit sitting in fifth position in the league standings, three points adrift of fourth-placed Tottenham Hotspur.
Emery has a number of injury concerns ahead of this weekend's match, and here Sports Mole looks at how his team could line up against the Cherries.
However, Nacho Monreal and Stephan Lichtsteiner remain on the sidelines with thigh problems, and that could lead to Ainsley Maitland-Niles being given his first start since August ahead of Sead Kolasinac.
Laurent Koscielny will not be considered for Sunday's fixture, but the Frenchman is closing in on a return from a long-term Achilles injury.