@click Thanks for your reply. I saw this solution in couple of threads around the internet but didn't help.
@carltondickson Thank you for your reply. I added horizon to my app to have a better look at the queues and jobs. At least for now they are all running properly, but the error in my log is still being printed by the 3 workers every minute.
Here is a stack trace if it would help anyone
[2018-06-02 02:53:03] local.ERROR: Error while reading line from the server. [tcp://127.0.0.1:6379] {"exception":"[object] (Predis\Connection\ConnectionException(code: 0): Error while reading line from the server. [tcp://127.0.0.1:6379] at /home/forge/qasim.me/vendor/predis/predis/src/Connection/AbstractConnection.php:155)
[stacktrace]
#0 /home/forge/qasim.me/vendor/predis/predis/src/Connection/StreamConnection.php(314): Predis\Connection\AbstractConnection->onConnectionError('Error while rea...')
#1 /home/forge/qasim.me/vendor/predis/predis/src/Connection/AbstractConnection.php(120): Predis\Connection\StreamConnection->read()
#2 /home/forge/qasim.me/vendor/predis/predis/src/Connection/AbstractConnection.php(112): Predis\Connection\AbstractConnection->readResponse(Object(Predis\Command\ServerEval))
#3 /home/forge/qasim.me/vendor/predis/predis/src/Client.php(331): Predis\Connection\AbstractConnection->executeCommand(Object(Predis\Command\ServerEval))
#4 /home/forge/qasim.me/vendor/predis/predis/src/Client.php(314): Predis\Client->executeCommand(Object(Predis\Command\ServerEval))
#5 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Redis/Connections/Connection.php(96): Predis\Client->__call('eval', Array)
#6 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Redis/Connections/Connection.php(108): Illuminate\Redis\Connections\Connection->command('eval', Array)
#7 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/RedisQueue.php(191): Illuminate\Redis\Connections\Connection->__call('eval', Array)
#8 /home/forge/qasim.me/vendor/laravel/horizon/src/RedisQueue.php(108): Illuminate\Queue\RedisQueue->migrateExpiredJobs('queues:default:...', 'queues:default')
#9 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/RedisQueue.php(174): Laravel\Horizon\RedisQueue->migrateExpiredJobs('queues:default:...', 'queues:default')
#10 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/RedisQueue.php(154): Illuminate\Queue\RedisQueue->migrate('queues:default')
#11 /home/forge/qasim.me/vendor/laravel/horizon/src/RedisQueue.php(92): Illuminate\Queue\RedisQueue->pop('default')
#12 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/Worker.php(244): Laravel\Horizon\RedisQueue->pop('default')
#13 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/Worker.php(105): Illuminate\Queue\Worker->getNextJob(Object(Laravel\Horizon\RedisQueue), 'default')
#14 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/Console/WorkCommand.php(101): Illuminate\Queue\Worker->daemon('redis', 'default', Object(Illuminate\Queue\WorkerOptions))
#15 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Queue/Console/WorkCommand.php(85): Illuminate\Queue\Console\WorkCommand->runWorker('redis', 'default')
#16 [internal function]: Illuminate\Queue\Console\WorkCommand->handle()
#17 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Container/BoundMethod.php(29): call_user_func_array(Array, Array)
#18 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Container/BoundMethod.php(87): Illuminate\Container\BoundMethod::Illuminate\Container\{closure}()
#19 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Container/BoundMethod.php(31): Illuminate\Container\BoundMethod::callBoundMethod(Object(Illuminate\Foundation\Application), Array, Object(Closure))
#20 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Container/Container.php(549): Illuminate\Container\BoundMethod::call(Object(Illuminate\Foundation\Application), Array, Array, NULL)
#21 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Console/Command.php(183): Illuminate\Container\Container->call(Array)
#22 /home/forge/qasim.me/vendor/symfony/console/Command/Command.php(251): Illuminate\Console\Command->execute(Object(Symfony\Component\Console\Input\ArgvInput), Object(Illuminate\Console\OutputStyle))
#23 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Console/Command.php(170): Symfony\Component\Console\Command\Command->run(Object(Symfony\Component\Console\Input\ArgvInput), Object(Illuminate\Console\OutputStyle))
#24 /home/forge/qasim.me/vendor/symfony/console/Application.php(946): Illuminate\Console\Command->run(Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#25 /home/forge/qasim.me/vendor/symfony/console/Application.php(248): Symfony\Component\Console\Application->doRunCommand(Object(Illuminate\Queue\Console\WorkCommand), Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#26 /home/forge/qasim.me/vendor/symfony/console/Application.php(148): Symfony\Component\Console\Application->doRun(Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#27 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Console/Application.php(88): Symfony\Component\Console\Application->run(Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#28 /home/forge/qasim.me/vendor/laravel/framework/src/Illuminate/Foundation/Console/Kernel.php(121): Illuminate\Console\Application->run(Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#29 /home/forge/qasim.me/artisan(37): Illuminate\Foundation\Console\Kernel->handle(Object(Symfony\Component\Console\Input\ArgvInput), Object(Symfony\Component\Console\Output\ConsoleOutput))
#30 {main}
"}