diff --git a/packages/logging/package.json b/packages/logging/package.json
index ad7dfbb5b80..00bacb2b76e 100644
--- a/packages/logging/package.json
+++ b/packages/logging/package.json
@@ -63,6 +63,7 @@
     "google-proto-files": "^0.12.0",
     "is": "^3.0.1",
     "pumpify": "^1.3.5",
+    "snakecase-keys": "^1.1.0",
     "stream-events": "^1.0.1",
     "string-format-obj": "^1.0.0",
     "through2": "^2.0.3"
diff --git a/packages/logging/src/log.js b/packages/logging/src/log.js
index 226d6171c57..acde7b57e46 100644
--- a/packages/logging/src/log.js
+++ b/packages/logging/src/log.js
@@ -24,6 +24,7 @@ var arrify = require('arrify');
 var common = require('@google-cloud/common');
 var extend = require('extend');
 var is = require('is');
+var snakeCaseKeys = require('snakecase-keys');
 
 /**
  * @type {module:logging/entry}
@@ -591,6 +592,9 @@ Log.prototype.write = function(entry, options, callback) {
       writeWithResource(resource);
     });
   } else {
+    if (options.resource.labels) {
+      options.resource.labels = snakeCaseKeys(options.resource.labels);
+    }
     writeWithResource(options.resource);
   }
 
diff --git a/packages/logging/system-test/logging.js b/packages/logging/system-test/logging.js
index 753023928b3..7fa50aa4864 100644
--- a/packages/logging/system-test/logging.js
+++ b/packages/logging/system-test/logging.js
@@ -505,6 +505,18 @@ describe('Logging', function() {
       });
     });
 
+    it('should write a log with camelcase resource label keys', function(done) {
+      log.write(logEntries, {
+        resource: {
+          type: 'gce_instance',
+          labels: {
+            zone: 'global',
+            instanceId: '3'
+          }
+        }
+      }, done);
+    });
+
     it('should write to a log with alert helper', function(done) {
       log.alert(logEntries, options, done);
     });
diff --git a/packages/logging/test/log.js b/packages/logging/test/log.js
index bd1bb47a8cd..1deed4debd3 100644
--- a/packages/logging/test/log.js
+++ b/packages/logging/test/log.js
@@ -362,6 +362,39 @@ describe('Log', function() {
       log.write(ENTRY, optionsWithResource, done);
     });
 
+    it('should transform camelcase label keys to snake case', function(done) {
+      var CUSTOM_RESOURCE = {
+        labels: {
+          camelCaseKey: 'camel-case-key-val'
+        }
+      };
+      var EXPECTED_RESOURCE = {
+        labels: {
+          camel_case_key: 'camel-case-key-val'
+        }
+      };
+      var optionsWithResource = extend({}, OPTIONS, {
+        resource: CUSTOM_RESOURCE
+      });
+
+      log.logging.request = function(config, callback) {
+        assert.strictEqual(config.client, 'loggingServiceV2Client');
+        assert.strictEqual(config.method, 'writeLogEntries');
+
+        assert.deepEqual(config.reqOpts, {
+          logName: log.formattedName_,
+          entries: [ENTRY],
+          resource: EXPECTED_RESOURCE
+        });
+
+        assert.strictEqual(config.gaxOpts, undefined);
+
+        callback();
+      };
+
+      log.write(ENTRY, optionsWithResource, done);
+    });
+
     it('should make the correct API request', function(done) {
       log.logging.request = function(config, callback) {
         assert.strictEqual(config.client, 'loggingServiceV2Client');