Logstash - Unable to start the pipeline(Cipher Issue)

Logstash throws following error on turning on SSL -

Failed to execute action {:id=>:main, :action_type=>LogStash::ConvergeResult::FailedAction, :message=>"Could not execute action: PipelineAction::Create<main>, action_result: false", :backtrace=>nil}

Logstash config -

input {
  beats {
    port => 50400
    ssl => true
    ssl_certificate => ["/etc/pki/tls/certs/ls.crt"]
    ssl_key => "/etc/pki/tls/private/ls.key"
  }
}
output {
   elasticsearch {
     user => ls_internal
     password => "${PWD}"
     ssl => true
     cacert => "/etc/logstash/certs/cacert.pem"
     hosts => ["10.75.10.10:9200"]
     sniffing => false
     manage_template => false
     index => "%{[@metadata][beat]}-%{+YYYY.MM.dd}"
   }
}

Logstash logs -

[2020-08-27T11:08:31,685][INFO ][logstash.javapipeline    ] Starting pipeline {:pipeline_id=>"main", "pipeline.workers"=>4, "pipeline.batch.size"=>1000, "pipeline.batch.delay"=>50, "pipeline.max_inflight"=>4000, "pipeline.sources"=>["/etc/logstash/conf.d/beats.conf"], :thread=>"#<Thread:0x1ccb8b4 run>"}
[2020-08-27T11:08:31,701][INFO ][logstash.inputs.beats    ] Beats inputs: Starting input listener {:address=>"0.0.0.0:50400"}
[2020-08-27T11:08:32,616][ERROR][logstash.javapipeline    ] Pipeline aborted due to error {:pipeline_id=>"main", :exception=>javax.net.ssl.SSLException: failed to set cipher suite: [TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384, TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384, TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256, TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256, TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA384, TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA384, TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256, TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA256], :backtrace=>["io.netty.handler.ssl.ReferenceCountedOpenSslContext.<init>(io/netty/handler/ssl/ReferenceCountedOpenSslContext.java:259)", "io.netty.handler.ssl.OpenSslContext.<init>(io/netty/handler/ssl/OpenSslContext.java:43)", "io.netty.handler.ssl.OpenSslServerContext.<init>(io/netty/handler/ssl/OpenSslServerContext.java:346)", "io.netty.handler.ssl.OpenSslServerContext.<init>(io/netty/handler/ssl/OpenSslServerContext.java:334)", "io.netty.handler.ssl.SslContext.newServerContextInternal(io/netty/handler/ssl/SslContext.java:471)", "io.netty.handler.ssl.SslContextBuilder.build(io/netty/handler/ssl/SslContextBuilder.java:457)", "org.logstash.netty.SslContextBuilder.buildContext(org/logstash/netty/SslContextBuilder.java:170)", "java.lang.reflect.Method.invoke(java/lang/reflect/Method.java:498)", "org.jruby.javasupport.JavaMethod.invokeDirectWithExceptionHandling(org/jruby/javasupport/JavaMethod.java:440)", "org.jruby.javasupport.JavaMethod.invokeDirect(org/jruby/javasupport/JavaMethod.java:304)", "usr.share.logstash.vendor.bundle.jruby.$2_dot_5_dot_0.gems.logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java.lib.logstash.inputs.beats.create_server(/usr/share/logstash/vendor/bundle/jruby/2.5.0/gems/logstash-input-beats-6.0.11-java/lib/logstash/inputs/beats.rb:180)", "usr.share.logstash.vendor.bundle.jruby.$2_dot_5_dot_0.gems.logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java.lib.logstash.inputs.beats.RUBY$method$create_server$0$__VARARGS__(usr/share/logstash/vendor/bundle/jruby/$2_dot_5_dot_0/gems/logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java/lib/logstash/inputs//usr/share/logstash/vendor/bundle/jruby/2.5.0/gems/logstash-input-beats-6.0.11-java/lib/logstash/inputs/beats.rb)", "usr.share.logstash.vendor.bundle.jruby.$2_dot_5_dot_0.gems.logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java.lib.logstash.inputs.beats.register(/usr/share/logstash/vendor/bundle/jruby/2.5.0/gems/logstash-input-beats-6.0.11-java/lib/logstash/inputs/beats.rb:156)", "usr.share.logstash.vendor.bundle.jruby.$2_dot_5_dot_0.gems.logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java.lib.logstash.inputs.beats.RUBY$method$register$0$__VARARGS__(usr/share/logstash/vendor/bundle/jruby/$2_dot_5_dot_0/gems/logstash_minus_input_minus_beats_minus_6_dot_0_dot_11_minus_java/lib/logstash/inputs//usr/share/logstash/vendor/bundle/jruby/2.5.0/gems/logstash-input-beats-6.0.11-java/lib/logstash/inputs/beats.rb)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.register_plugins(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:200)", "org.jruby.RubyArray.each(org/jruby/RubyArray.java:1800)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.register_plugins(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:199)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.RUBY$method$register_plugins$0$__VARARGS__(usr/share/logstash/logstash_minus_core/lib/logstash//usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.start_inputs(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:314)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.RUBY$method$start_inputs$0$__VARARGS__(usr/share/logstash/logstash_minus_core/lib/logstash//usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.start_workers(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:270)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.RUBY$method$start_workers$0$__VARARGS__(usr/share/logstash/logstash_minus_core/lib/logstash//usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.run(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:154)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.RUBY$method$run$0$__VARARGS__(usr/share/logstash/logstash_minus_core/lib/logstash//usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb)", "usr.share.logstash.logstash_minus_core.lib.logstash.java_pipeline.start(/usr/share/logstash/logstash-core/lib/logstash/java_pipeline.rb:109)", "org.jruby.RubyProc.call(org/jruby/RubyProc.java:295)", "org.jruby.RubyProc.call(org/jruby/RubyProc.java:274)", "org.jruby.RubyProc.call(org/jruby/RubyProc.java:270)", "java.lang.Thread.run(java/lang/Thread.java:748)"], "pipeline.sources"=>["/etc/logstash/conf.d/beats.conf"], :thread=>"#<Thread:0x1ccb8b4 run>"}

Observation -
The error goes away if i add a specific cipher suite to the input section of logstash config but i don't get any much information in debug logs which explains what is causing this issue in the first instance.

cipher_suites => "TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256"