diff --git a/superset-frontend/packages/superset-ui-chart-controls/src/utils/D3Formatting.ts b/superset-frontend/packages/superset-ui-chart-controls/src/utils/D3Formatting.ts
index a8fd6312cbd1f..5541c4a4b4574 100644
--- a/superset-frontend/packages/superset-ui-chart-controls/src/utils/D3Formatting.ts
+++ b/superset-frontend/packages/superset-ui-chart-controls/src/utils/D3Formatting.ts
@@ -57,6 +57,8 @@ export const D3_FORMAT_OPTIONS: [string, string][] = [
   ...d3Formatted,
   ['DURATION', t('Duration in ms (66000 => 1m 6s)')],
   ['DURATION_SUB', t('Duration in ms (1.40008 => 1ms 400µs 80ns)')],
+  ['MEMORY_DECIMAL', t('Memory in bytes - decimal (1024B => 1.024kB)')],
+  ['MEMORY_BINARY', t('Memory in bytes - binary (1024B => 1KiB)')],
 ];
 
 export const D3_TIME_FORMAT_DOCS = t(
diff --git a/superset-frontend/packages/superset-ui-core/src/number-format/factories/createMemoryFormatter.ts b/superset-frontend/packages/superset-ui-core/src/number-format/factories/createMemoryFormatter.ts
new file mode 100644
index 0000000000000..2c0e88c7be1ec
--- /dev/null
+++ b/superset-frontend/packages/superset-ui-core/src/number-format/factories/createMemoryFormatter.ts
@@ -0,0 +1,45 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements.  See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership.  The ASF licenses this file
+ * to you under the Apache License, Version 2.0 (the
+ * "License"); you may not use this file except in compliance
+ * with the License.  You may obtain a copy of the License at
+ *
+ *   http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied.  See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+import NumberFormatter from '../NumberFormatter';
+
+export default function createMemoryFormatter(config: {
+  description?: string;
+  id?: string;
+  label?: string;
+  binary?: bool;
+}) {
+  const { description, id, label, binary } = config;
+
+  return new NumberFormatter({
+    description,
+    formatFunc: value => {
+      if value == 0 return '0B';
+
+      const suffixes = binary ? ['B', 'KiB', 'MiB', 'GiB', 'TiB', 'PiB', 'EiB', 'ZiB', 'YiB'] : ['B', 'kB', 'MB', 'GB', 'TB', 'PB', 'EB', 'ZB', 'YB', 'RB', 'QB']
+      const base = binary ? 1024 : 1000;
+      const decimals = 2;
+
+      const i = Math.floor(Math.log(value) / Math.log(base))
+      return `${parseFloat((value / Math.pow(base, i)).toFixed(decimals))}${suffixes[i]}`
+    },
+    id: id ?? 'memory_format',
+    label: label ?? `Memory formatter`,
+  });
+}
diff --git a/superset-frontend/packages/superset-ui-core/src/number-format/index.ts b/superset-frontend/packages/superset-ui-core/src/number-format/index.ts
index c65537552ee41..b9835d332d0e0 100644
--- a/superset-frontend/packages/superset-ui-core/src/number-format/index.ts
+++ b/superset-frontend/packages/superset-ui-core/src/number-format/index.ts
@@ -31,5 +31,6 @@ export {
 export { default as NumberFormatterRegistry } from './NumberFormatterRegistry';
 export { default as createD3NumberFormatter } from './factories/createD3NumberFormatter';
 export { default as createDurationFormatter } from './factories/createDurationFormatter';
+export { default as createMemoryFormatter } from './factories/createMemoryFormatter';
 export { default as createSiAtMostNDigitFormatter } from './factories/createSiAtMostNDigitFormatter';
 export { default as createSmartNumberFormatter } from './factories/createSmartNumberFormatter';
diff --git a/superset-frontend/src/setup/setupFormatters.ts b/superset-frontend/src/setup/setupFormatters.ts
index e18aeba9dcb3e..d334eb9c19331 100644
--- a/superset-frontend/src/setup/setupFormatters.ts
+++ b/superset-frontend/src/setup/setupFormatters.ts
@@ -28,6 +28,7 @@ import {
   createSmartDateFormatter,
   createSmartDateVerboseFormatter,
   createSmartDateDetailedFormatter,
+  createMemoryFormatter,
 } from '@superset-ui/core';
 import { FormatLocaleDefinition } from 'd3-format';
 import { TimeLocaleDefinition } from 'd3-time-format';
@@ -76,7 +77,10 @@ export default function setupFormatters(
     .registerValue(
       'DURATION_SUB',
       createDurationFormatter({ formatSubMilliseconds: true }),
-    );
+    )
+    .registerValue('MEMORY_DECIMAL', createMemoryFormatter({ binary: false }))
+    .registerValue('MEMORY_BINARY', createMemoryFormatter({ binary: true }))
+   );
 
   const timeFormatterRegistry = getTimeFormatterRegistry();