Liam Delap continued his sensational goal-scoring run, by netting a brace either side of half time, giving the league top scorer seven goals in his last three Premier League 2 outings.
The victory extends our impressive unbeaten run to nine games that stretches more than three months.
Minutes later however, Delap put City ahead as he cut across the Arsenal box before guiding an effort into the bottom corner, to open the scoring with his 12th league goal of the season.
At the other end the Gunners looked to get back into it through efforts from Reiss Nelson and Nikolaj Moller, however Louie Moulden was equal to both, saving well on both occasions.
Into the second half - and just like the first - Delap found quickly himself on the scoresheet once again. A driving run from Romeo Lavia was then played into the City forward, who smashed home at the near post for his, and City's second.
Enzo Maresca's side looked to extend the lead, with Doyle coming close just moments after as the captain crashed an effort from 18-yards against the post.
The City youngsters continued to control proceedings in a thoroughly professional showing by Maresca's side, and this was nearly rewarded with a third 10 minutes from time.
Sam Edozie then came close as he wriggled into the box before having his shot well saved at the near post, however it would not matter as City secured all three points at Meadow Park.
HOW WE LINED UP
Liam Delap led the line up-front.
WHAT IT MEANS
The win extends our lead at the top of Premier League 2 to three points, as Maresca's side currently sit on 31 points after 15 games.
Our EDS return to PL2 action on Friday 26 February, away at Brighton and Hove Albion at 14:00 (UK).
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