diff --git a/docs/additional-functionality/advanced_configs.md b/docs/additional-functionality/advanced_configs.md
index 033e332b99c..7be166ed5de 100644
--- a/docs/additional-functionality/advanced_configs.md
+++ b/docs/additional-functionality/advanced_configs.md
@@ -60,6 +60,7 @@ Name | Description | Default Value | Applicable at
 <a name="shuffle.ucx.activeMessages.forceRndv"></a>spark.rapids.shuffle.ucx.activeMessages.forceRndv|Set to true to force 'rndv' mode for all UCX Active Messages. This should only be required with UCX 1.10.x. UCX 1.11.x deployments should set to false.|false|Startup
 <a name="shuffle.ucx.managementServerHost"></a>spark.rapids.shuffle.ucx.managementServerHost|The host to be used to start the management server|null|Startup
 <a name="shuffle.ucx.useWakeup"></a>spark.rapids.shuffle.ucx.useWakeup|When set to true, use UCX's event-based progress (epoll) in order to wake up the progress thread when needed, instead of a hot loop.|true|Startup
+<a name="sql.agg.fallbackAlgorithm"></a>spark.rapids.sql.agg.fallbackAlgorithm|When agg cannot be done in a single pass, use sort-based fallback or repartition-based fallback.|sort|Runtime
 <a name="sql.agg.skipAggPassReductionRatio"></a>spark.rapids.sql.agg.skipAggPassReductionRatio|In non-final aggregation stages, if the previous pass has a row reduction ratio greater than this value, the next aggregation pass will be skipped.Setting this to 1 essentially disables this feature.|1.0|Runtime
 <a name="sql.allowMultipleJars"></a>spark.rapids.sql.allowMultipleJars|Allow multiple rapids-4-spark, spark-rapids-jni, and cudf jars on the classpath. Spark will take the first one it finds, so the version may not be expected. Possisble values are ALWAYS: allow all jars, SAME_REVISION: only allow jars with the same revision, NEVER: do not allow multiple jars at all.|SAME_REVISION|Startup
 <a name="sql.castDecimalToFloat.enabled"></a>spark.rapids.sql.castDecimalToFloat.enabled|Casting from decimal to floating point types on the GPU returns results that have tiny difference compared to results returned from CPU.|true|Runtime