Improve indexing thruput if replication queue is full.

[hrawat]

Here are the configs for on-prem customers willing to apply and avoid adding more hardware cost.
9.4.0 and above most of the indexing configs are automated that’s why dropped from 9.4.0 suggested list.

Note: Assuming replication queue is full for most of the indexers and as a result indexing pipeline is also full however indexers do have plenty of idle cpu and IO is not an issue.

On-prem Splunk version 9.4.0 and above
Indexes.conf

[default]
maxMemMB=100

Server.conf
[queue]
autoAdjustQueue=true ( It can be applied on on any splunk instance UF/HF/SH/IDX)

Splunk version 9.1 to 9.3.x
Indexes.conf
[default]
maxMemMB=100
maxConcurrentOptimizes=2
maxRunningProcessGroups=32
processTrackerServiceInterval=0

Server.conf
[general]
parallelIngestionPipelines = 4
[queue=indexQueue]
maxSize=500MB
[queue=parsingQueue]
maxSize=500MB
[queue=httpInputQ]
maxSize = 500MB

maxMemMB, will try to minimize creation of tsidx files as much as possible at the cost of higher memory usage by mothership(main splunkd).
maxConcurrentOptimizes, on indexing side it’s internally 1 no matter what the setting is set to. But on target replication side launching more splunk-optimize processes means pausing receiver until that splunk-optimize process is launched. So reducing it to keep receiver do more of indexing work than launching splunk-optimize process. With 9.4.0, both source (indexprocessor) and target(replication in thread) will internally auto adjust it to 1.
maxRunningProcessGroups, allow more splunk-optimize processes concurrently. With 9.4.0, it's auto.
processTrackerServiceInterval, run splunk-optimize processes ASAP. With 9.4.0, you don't have to change.
parallelIngestionPipelines, have more receivers on target side. With 9.4.0, you can enable auto scaling of  pipelines.
maxSize, don’t let huge batch ingestion by HEC client block queues and receive 503. With 9.4.0 autoAdjustQueue set to true, it's no more a fix size.

[gjanders]

While this is about the indexing tier, I had one clarification in relation to 

autoAdjustQueue = true

In server.conf in Splunk versions above 9.4.0 on heavy forwarders.

Does this setting relate to outputs.conf queue sizing as well?

I was thinking that if I tune my outputs.conf queue sizes and I use the related 

pipelineSetAutoScale = true

Then I've sized the outputs.conf queues but I'm unsure how many pipelines will be running if it scales up the pipeline count...which would normally change the size of queue I would use in outputs.conf

[hrawat]

>it scales up the pipeline count...which would normally change the size of queue I would use in outputs.conf
If pipeline auto scale is turned on with auto scale queue, each queue on each pipeline will scale differently. Every new pipeline starts  each queue with configured queue size. 

[hrawat]

>Does this setting relate to outputs.conf queue sizing as well?

tcpout queue will not auto scale if one of following is true.

1. useACK = true

2. tcpout persistent queue is enabled.

[PickleRick]

One question though - won't the parallelIngestionPipelines starve the searches of cpu cores?

[hrawat]

Added a note to  the original post that indexers are having no IO issues and plenty of idle cpu.
This post is for the scenario where  replication queue is full causing pipeline queues full as well but plenty of resources(cpu/IO) are still available.