diff --git a/.github/workflows/go.yml b/.github/workflows/go.yml
index c8db2809..bb16d6cd 100644
--- a/.github/workflows/go.yml
+++ b/.github/workflows/go.yml
@@ -14,7 +14,7 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        go-version: [1.13.x]
+        go-version: [1.13.x, 1.14.x]
         os: [ubuntu-latest]
     steps:
       - name: Set up Go ${{ matrix.go-version }} on ${{ matrix.os }}
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 51fcdc06..ab63ac27 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -18,7 +18,7 @@ jobs:
         name: Set up Go
         uses: actions/setup-go@v1
         with:
-          go-version: 1.13.x
+          go-version: 1.14.x
       -
         name: Run GoReleaser
         uses: goreleaser/goreleaser-action@53acad1befee355d46f71cccf6ab4d885eb4f77f
diff --git a/cli/cli.go b/cli/cli.go
index edfd8a3d..4c0d009e 100644
--- a/cli/cli.go
+++ b/cli/cli.go
@@ -53,6 +53,9 @@ const (
 )
 
 func Main(args []string) {
+	// Set system max resources as needed.
+	setMaxResources()
+
 	if len(args) > 1 {
 		switch args[1] {
 		case appName, filepath.Base(args[0]):
diff --git a/cli/client.go b/cli/client.go
index 2453082d..5a1adbe9 100644
--- a/cli/client.go
+++ b/cli/client.go
@@ -176,7 +176,6 @@ func clientTransport(ctx *cli.Context) http.RoundTripper {
 			Timeout:   5 * time.Second,
 			KeepAlive: 5 * time.Second,
 		}).DialContext,
-		MaxIdleConns:          ctx.Int("concurrent"),
 		MaxIdleConnsPerHost:   ctx.Int("concurrent"),
 		IdleConnTimeout:       90 * time.Second,
 		TLSHandshakeTimeout:   10 * time.Second,
diff --git a/cli/rlimit.go b/cli/rlimit.go
new file mode 100644
index 00000000..9e9e7ae4
--- /dev/null
+++ b/cli/rlimit.go
@@ -0,0 +1,56 @@
+/*
+ * Warp (C) 2019-2020 MinIO, Inc.
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as published by
+ * the Free Software Foundation, either version 3 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
+ * GNU Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program.  If not, see <http://www.gnu.org/licenses/>.
+ */
+
+package cli
+
+import (
+	"runtime/debug"
+
+	"github.com/minio/minio/pkg/sys"
+)
+
+func setMaxResources() (err error) {
+	// Set the Go runtime max threads threshold to 90% of kernel setting.
+	// Do not return when an error when encountered since it is not a crucial task.
+	sysMaxThreads, mErr := sys.GetMaxThreads()
+	if mErr == nil {
+		minioMaxThreads := (sysMaxThreads * 90) / 100
+		// Only set max threads if it is greater than the default one
+		if minioMaxThreads > 10000 {
+			debug.SetMaxThreads(minioMaxThreads)
+		}
+	}
+
+	var maxLimit uint64
+
+	// Set open files limit to maximum.
+	if _, maxLimit, err = sys.GetMaxOpenFileLimit(); err != nil {
+		return err
+	}
+
+	if err = sys.SetMaxOpenFileLimit(maxLimit, maxLimit); err != nil {
+		return err
+	}
+
+	// Set max memory limit as current memory limit.
+	if _, maxLimit, err = sys.GetMaxMemoryLimit(); err != nil {
+		return err
+	}
+
+	err = sys.SetMaxMemoryLimit(maxLimit, maxLimit)
+	return err
+}
diff --git a/go.mod b/go.mod
index f354e7fd..63263d62 100644
--- a/go.mod
+++ b/go.mod
@@ -15,4 +15,6 @@ require (
 	github.com/pkg/profile v1.3.0
 	github.com/posener/complete v1.2.2-0.20190702141536-6ffe496ea953
 	github.com/secure-io/sio-go v0.3.0
+	github.com/shirou/gopsutil v2.20.2+incompatible // indirect
+	golang.org/x/sys v0.0.0-20200302150141-5c8b2ff67527 // indirect
 )
diff --git a/go.sum b/go.sum
index 7e4d3a68..ed289812 100644
--- a/go.sum
+++ b/go.sum
@@ -348,6 +348,8 @@ github.com/secure-io/sio-go v0.3.0 h1:QKGb6rGJeiExac9wSWxnWPYo8O8OFN7lxXQvHshX6v
 github.com/secure-io/sio-go v0.3.0/go.mod h1:D3KmXgKETffyYxBdFRN+Hpd2WzhzqS0EQwT3XWsAcBU=
 github.com/shirou/gopsutil v2.18.12+incompatible h1:1eaJvGomDnH74/5cF4CTmTbLHAriGFsTZppLXDX93OM=
 github.com/shirou/gopsutil v2.18.12+incompatible/go.mod h1:5b4v6he4MtMOwMlS0TUMTu2PcXUg8+E1lC7eC3UO/RA=
+github.com/shirou/gopsutil v2.20.2+incompatible h1:ucK79BhBpgqQxPASyS2cu9HX8cfDVljBN1WWFvbNvgY=
+github.com/shirou/gopsutil v2.20.2+incompatible/go.mod h1:5b4v6he4MtMOwMlS0TUMTu2PcXUg8+E1lC7eC3UO/RA=
 github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo=
 github.com/sirupsen/logrus v1.4.2/go.mod h1:tLMulIdttU9McNUspp0xgXVQah82FyeX6MwdIuYE2rE=
 github.com/skyrings/skyring-common v0.0.0-20160929130248-d1c0bb1cbd5e h1:jrZSSgPUDtBeJbGXqgGUeupQH8I+ZvGXfhpIahye2Bc=
@@ -451,6 +453,8 @@ golang.org/x/sys v0.0.0-20190523142557-0e01d883c5c5/go.mod h1:h1NjWce9XRLGQEsW7w
 golang.org/x/sys v0.0.0-20190726091711-fc99dfbffb4e/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/sys v0.0.0-20190922100055-0a153f010e69 h1:rOhMmluY6kLMhdnrivzec6lLgaVbMHMn2ISQXJeJ5EM=
 golang.org/x/sys v0.0.0-20190922100055-0a153f010e69/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
+golang.org/x/sys v0.0.0-20200302150141-5c8b2ff67527 h1:uYVVQ9WP/Ds2ROhcaGPeIdVq0RIXVLwsHlnvJ+cT1So=
+golang.org/x/sys v0.0.0-20200302150141-5c8b2ff67527/go.mod h1:h1NjWce9XRLGQEsW7wpKNCjG9DtNlClVuFLEZdDNbEs=
 golang.org/x/text v0.3.0/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20180807135948-17ff2d5776d2/go.mod h1:NqM8EUOU14njkJ3fqMW+pc6Ldnwhi/IjpwHt7yyuwOQ=
 golang.org/x/text v0.3.1-0.20181227161524-e6919f6577db/go.mod h1:bEr9sfX3Q8Zfm5fL9x+3itogRgK3+ptLWKqgva+5dAk=