Conte's future with the troubled Premier League champions was cast into doubt on Monday after a dismal 4-1 defeat against Watford.
Fourth-placed Chelsea are languishing 19 points behind leaders Manchester City after a turbulent campaign marred by Conte's squabble with his club's hierarchy over their transfer policy.
Blues owner Abramovich has never been shy about wielding the axe when his managers under-perform and it was suggested the debacle at Vicarage Road, coming hot on the heels of a wretched home loss to Bournemouth, could prompt Conte's dismissal.
While there were meetings between various Chelsea board members yesterday, it is understood they were non-football related, over other corporate and commercial issues, with the future of the manager not on the agenda.
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Former Barcelona boss Luis Enrique is among the big names who have been linked with the Chelsea job, but Conte is said to be refusing to contemplate resigning after less than two years in charge at Stamford Bridge.
And Conte has now given Chelsea's players three days off to recover after the Watford defeat.
Having publicly complained about Chelsea's failure to land his top transfer targets this season, Conte risked angering Abramovich last week when he questioned why the club hadn't given him a vote of confidence amid speculation over his future.
Chelsea backed their manager, who still has 18 months of his contract to run, during the January transfer window by bringing in defender Emerson Palmieri from Roma and France forward Olivier Giroud from Arsenal.
"Whatever is decided, the players have to take responsibility. The manager has done an absolutely unbelievable job," Cahill told the London Evening Standard.
"This is the worst I've felt for quite a while. Performance-wise, I didn't recognise us or myself.
"It was abysmal. It hurts a lot when you come off after a performance like that.
"We just need to keep strong. I've been here before at this club - it's about staying calm.