diff --git a/docs/deployment/kernel-tuning/README.md b/docs/deployment/kernel-tuning/README.md
index 1a62e327f..cae283133 100644
--- a/docs/deployment/kernel-tuning/README.md
+++ b/docs/deployment/kernel-tuning/README.md
@@ -1,11 +1,15 @@
 # Kernel Tuning for MinIO Production Deployment on Linux Servers [![Slack](https://slack.min.io/slack?type=svg)](https://slack.min.io) [![Docker Pulls](https://img.shields.io/docker/pulls/minio/minio.svg?maxAge=604800)](https://hub.docker.com/r/minio/minio/)
 
-Following are the recommended settings, a copy of this [script](https://github.com/minio/minio/blob/master/docs/deployment/kernel-tuning/sysctl.sh) is available here to be applied on Linux servers.
+List of kernel tuning recommendations for MinIO server deployments, a copy of this [script](https://github.com/minio/minio/blob/master/docs/deployment/kernel-tuning/sysctl.sh) is available here that can be applied on the servers.
 
-> NOTE: Although these settings are generally good on Linux servers, users must be careful on any premature tuning. These tunings are generally considered good to have but not mandatory, these settings do not fix any hardware issues and should not be considered as an alternative to boost performance. Under most circumstances this tuning is to be done after performing baseline performance tests for the hardware with expected results.
+> NOTE: These are common recommendations on any Linux servers, users must be careful on any premature optimization.
+> These settings are not mandatory, these settings do not fix any hardware issues and should not be considered as an
+> alternative to boost performance to mask underlying hardware problems. Under all circumstances it is recommended
+> to perform this tuning only after performing benchmarks for the hardware with expected baseline results.
 
 ```
 #!/bin/bash
+
 cat > sysctl.conf <<EOF
 # maximum number of open files/file descriptors
 fs.file-max = 4194303
@@ -14,58 +18,54 @@ fs.file-max = 4194303
 vm.swappiness = 1
 
 # prioritize application RAM against disk/swap cache
-vm.vfs_cache_pressure = 10
+vm.vfs_cache_pressure = 50
 
 # minimum free memory
 vm.min_free_kbytes = 1000000
 
-# maximum receive socket buffer (bytes)
-net.core.rmem_max = 268435456
-
-# maximum send buffer socket buffer (bytes)
-net.core.wmem_max = 268435456
-
-# default receive buffer socket size (bytes)
-net.core.rmem_default = 67108864
-
-# default send buffer socket size (bytes)
-net.core.wmem_default = 67108864
+# follow mellanox best practices https://community.mellanox.com/s/article/linux-sysctl-tuning
+# the following changes are recommended for improving IPv4 traffic performance by Mellanox
 
-# maximum number of packets in one poll cycle
-net.core.netdev_budget = 1200
+# disable the TCP timestamps option for better CPU utilization
+net.ipv4.tcp_timestamps = 0
 
-# maximum ancillary buffer size per socket
-net.core.optmem_max = 134217728
-
-# maximum number of incoming connections
-net.core.somaxconn = 65535
+# enable the TCP selective acks option for better throughput
+net.ipv4.tcp_sack = 1
 
-# maximum number of packets queued
+# increase the maximum length of processor input queues
 net.core.netdev_max_backlog = 250000
 
-# maximum read buffer space
-net.ipv4.tcp_rmem = 67108864 134217728 268435456
+# increase the TCP maximum and default buffer sizes using setsockopt()
+net.core.rmem_max = 4194304
+net.core.wmem_max = 4194304
+net.core.rmem_default = 4194304
+net.core.wmem_default = 4194304
+net.core.optmem_max = 4194304
 
-# maximum write buffer space
-net.ipv4.tcp_wmem = 67108864 134217728 268435456
+# increase memory thresholds to prevent packet dropping:
+net.ipv4.tcp_rmem = "4096 87380 4194304"
+net.ipv4.tcp_wmem = "4096 65536 4194304"
 
-# enable low latency mode
+# enable low latency mode for TCP:
 net.ipv4.tcp_low_latency = 1
 
-# socket buffer portion used for TCP window
+# the following variable is used to tell the kernel how much of the socket buffer
+# space should be used for TCP window size, and how much to save for an application
+# buffer. A value of 1 means the socket buffer will be divided evenly between.
+# TCP windows size and application.
 net.ipv4.tcp_adv_win_scale = 1
 
-# queue length of completely established sockets waiting for accept
-net.ipv4.tcp_max_syn_backlog = 30000
+# maximum number of incoming connections
+net.core.somaxconn = 65535
 
-# maximum number of sockets in TIME_WAIT state
-net.ipv4.tcp_max_tw_buckets = 2000000
+# maximum number of packets queued
+net.core.netdev_max_backlog = 10000
 
-# reuse sockets in TIME_WAIT state when safe
-net.ipv4.tcp_tw_reuse = 1
+# queue length of completely established sockets waiting for accept
+net.ipv4.tcp_max_syn_backlog = 4096
 
 # time to wait (seconds) for FIN packet
-net.ipv4.tcp_fin_timeout = 5
+net.ipv4.tcp_fin_timeout = 15
 
 # disable icmp send redirects
 net.ipv4.conf.all.send_redirects = 0
diff --git a/docs/deployment/kernel-tuning/sysctl.sh b/docs/deployment/kernel-tuning/sysctl.sh
index 789b333c4..55f23d375 100755
--- a/docs/deployment/kernel-tuning/sysctl.sh
+++ b/docs/deployment/kernel-tuning/sysctl.sh
@@ -8,58 +8,54 @@ fs.file-max = 4194303
 vm.swappiness = 1
 
 # prioritize application RAM against disk/swap cache
-vm.vfs_cache_pressure = 10
+vm.vfs_cache_pressure = 50
 
 # minimum free memory
 vm.min_free_kbytes = 1000000
 
-# maximum receive socket buffer (bytes)
-net.core.rmem_max = 268435456
+# follow mellanox best practices https://community.mellanox.com/s/article/linux-sysctl-tuning
+# the following changes are recommended for improving IPv4 traffic performance by Mellanox
 
-# maximum send buffer socket buffer (bytes)
-net.core.wmem_max = 268435456
+# disable the TCP timestamps option for better CPU utilization
+net.ipv4.tcp_timestamps = 0
 
-# default receive buffer socket size (bytes)
-net.core.rmem_default = 67108864
+# enable the TCP selective acks option for better throughput
+net.ipv4.tcp_sack = 1
 
-# default send buffer socket size (bytes)
-net.core.wmem_default = 67108864
-
-# maximum number of packets in one poll cycle
-net.core.netdev_budget = 1200
-
-# maximum ancillary buffer size per socket
-net.core.optmem_max = 134217728
-
-# maximum number of incoming connections
-net.core.somaxconn = 65535
-
-# maximum number of packets queued
+# increase the maximum length of processor input queues
 net.core.netdev_max_backlog = 250000
 
-# maximum read buffer space
-net.ipv4.tcp_rmem = 67108864 134217728 268435456
+# increase the TCP maximum and default buffer sizes using setsockopt()
+net.core.rmem_max = 4194304
+net.core.wmem_max = 4194304
+net.core.rmem_default = 4194304
+net.core.wmem_default = 4194304
+net.core.optmem_max = 4194304
 
-# maximum write buffer space
-net.ipv4.tcp_wmem = 67108864 134217728 268435456
+# increase memory thresholds to prevent packet dropping:
+net.ipv4.tcp_rmem = "4096 87380 4194304"
+net.ipv4.tcp_wmem = "4096 65536 4194304"
 
-# enable low latency mode
+# enable low latency mode for TCP:
 net.ipv4.tcp_low_latency = 1
 
-# socket buffer portion used for TCP window
+# the following variable is used to tell the kernel how much of the socket buffer
+# space should be used for TCP window size, and how much to save for an application
+# buffer. A value of 1 means the socket buffer will be divided evenly between.
+# TCP windows size and application.
 net.ipv4.tcp_adv_win_scale = 1
 
-# queue length of completely established sockets waiting for accept
-net.ipv4.tcp_max_syn_backlog = 30000
+# maximum number of incoming connections
+net.core.somaxconn = 65535
 
-# maximum number of sockets in TIME_WAIT state
-net.ipv4.tcp_max_tw_buckets = 2000000
+# maximum number of packets queued
+net.core.netdev_max_backlog = 10000
 
-# reuse sockets in TIME_WAIT state when safe
-net.ipv4.tcp_tw_reuse = 1
+# queue length of completely established sockets waiting for accept
+net.ipv4.tcp_max_syn_backlog = 4096
 
 # time to wait (seconds) for FIN packet
-net.ipv4.tcp_fin_timeout = 5
+net.ipv4.tcp_fin_timeout = 15
 
 # disable icmp send redirects
 net.ipv4.conf.all.send_redirects = 0