I tried googling Matemática A3K but did not find any proper response but 
finally i came to know that i need to manage high availability redis or 
rabbitmq clusters. If there is any such option given by celery to simply 
skip the task if any broker fails then it would have solved my problem.

Thanks for helping me out @Matemática , @Jani Tianen , @Jason.

On Saturday, January 6, 2018 at 12:13:19 PM UTC+5:30, Matemática A3K wrote:
>
>
>
> On Fri, Jan 5, 2018 at 9:01 PM, Jason <jjohn...@gmail.com <javascript:>> 
> wrote:
>
>> To reinforce on what Jani Tianen said, this is not a django or python 
>> issue, nor really a Celery issue.  What you should research and investigate 
>> is high availability rabbitmq clusters, if this is such a concern for you.
>>
>> Indeed, Mukul, you should google first :)
>  
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