diff --git a/packages/opentelemetry-resource-detector-aws/src/detectors/AwsBeanstalkDetector.ts b/packages/opentelemetry-resource-detector-aws/src/detectors/AwsBeanstalkDetector.ts
new file mode 100644
index 000000000..f50225857
--- /dev/null
+++ b/packages/opentelemetry-resource-detector-aws/src/detectors/AwsBeanstalkDetector.ts
@@ -0,0 +1,79 @@
+/*
+ * Copyright The OpenTelemetry Authors
+ *
+ * Licensed 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
+ *
+ *      https://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 {
+  Detector,
+  Resource,
+  SERVICE_RESOURCE,
+  ResourceDetectionConfigWithLogger,
+} from '@opentelemetry/resources';
+import * as fs from 'fs';
+import * as util from 'util';
+
+/**
+ * The AwsBeanstalkDetector can be used to detect if a process is running in AWS Elastic
+ * Beanstalk and return a {@link Resource} populated with data about the beanstalk
+ * plugins of AWS X-Ray. Returns an empty Resource if detection fails.
+ *
+ * See https://docs.amazonaws.cn/en_us/xray/latest/devguide/xray-guide.pdf
+ * for more details about detecting information of Elastic Beanstalk plugins
+ */
+
+const DEFAULT_BEANSTALK_CONF_PATH =
+  '/var/elasticbeanstalk/xray/environment.conf';
+const WIN_OS_BEANSTALK_CONF_PATH =
+  'C:\\Program Files\\Amazon\\XRay\\environment.conf';
+
+export class AwsBeanstalkDetector implements Detector {
+  BEANSTALK_CONF_PATH: string;
+  private static readFileAsync = util.promisify(fs.readFile);
+  private static fileAccessAsync = util.promisify(fs.access);
+
+  constructor() {
+    if (process.platform === 'win32') {
+      this.BEANSTALK_CONF_PATH = WIN_OS_BEANSTALK_CONF_PATH;
+    } else {
+      this.BEANSTALK_CONF_PATH = DEFAULT_BEANSTALK_CONF_PATH;
+    }
+  }
+
+  async detect(config: ResourceDetectionConfigWithLogger): Promise<Resource> {
+    try {
+      await AwsBeanstalkDetector.fileAccessAsync(
+        this.BEANSTALK_CONF_PATH,
+        fs.constants.R_OK
+      );
+
+      const rawData = await AwsBeanstalkDetector.readFileAsync(
+        this.BEANSTALK_CONF_PATH,
+        'utf8'
+      );
+      const parsedData = JSON.parse(rawData);
+
+      return new Resource({
+        [SERVICE_RESOURCE.NAME]: 'elastic_beanstalk',
+        [SERVICE_RESOURCE.NAMESPACE]: parsedData.environment_name,
+        [SERVICE_RESOURCE.VERSION]: parsedData.version_label,
+        [SERVICE_RESOURCE.INSTANCE_ID]: parsedData.deployment_id,
+      });
+    } catch (e) {
+      config.logger.debug(`AwsBeanstalkDetector failed: ${e.message}`);
+      return Resource.empty();
+    }
+  }
+}
+
+export const awsBeanstalkDetector = new AwsBeanstalkDetector();
diff --git a/packages/opentelemetry-resource-detector-aws/src/detectors/index.ts b/packages/opentelemetry-resource-detector-aws/src/detectors/index.ts
index 215622744..4bd440dd0 100644
--- a/packages/opentelemetry-resource-detector-aws/src/detectors/index.ts
+++ b/packages/opentelemetry-resource-detector-aws/src/detectors/index.ts
@@ -15,3 +15,4 @@
  */
 
 export * from './AwsEc2Detector';
+export * from './AwsBeanstalkDetector';
diff --git a/packages/opentelemetry-resource-detector-aws/test/detectors/AwsBeanstalkDetector.test.ts b/packages/opentelemetry-resource-detector-aws/test/detectors/AwsBeanstalkDetector.test.ts
new file mode 100644
index 000000000..9ccebd706
--- /dev/null
+++ b/packages/opentelemetry-resource-detector-aws/test/detectors/AwsBeanstalkDetector.test.ts
@@ -0,0 +1,134 @@
+/*
+ * Copyright The OpenTelemetry Authors
+ *
+ * Licensed 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
+ *
+ *      https://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 * as assert from 'assert';
+import * as sinon from 'sinon';
+import { awsBeanstalkDetector, AwsBeanstalkDetector } from '../../src';
+import {
+  assertEmptyResource,
+  assertServiceResource,
+} from '@opentelemetry/resources/test/util/resource-assertions';
+import { NoopLogger } from '@opentelemetry/core';
+
+describe('BeanstalkResourceDetector', () => {
+  const err = new Error('failed to read config file');
+  const data = {
+    version_label: 'app-5a56-170119_190650-stage-170119_190650',
+    deployment_id: '32',
+    environment_name: 'scorekeep',
+  };
+  const noisyData = {
+    noise: 'noise',
+    version_label: 'app-5a56-170119_190650-stage-170119_190650',
+    deployment_id: '32',
+    environment_name: 'scorekeep',
+  };
+
+  let readStub, fileStub;
+  let sandbox: sinon.SinonSandbox;
+
+  beforeEach(() => {
+    sandbox = sinon.createSandbox();
+  });
+
+  afterEach(() => {
+    sandbox.restore();
+  });
+
+  it('should successfully return resource data', async () => {
+    fileStub = sandbox
+      .stub(AwsBeanstalkDetector, 'fileAccessAsync' as any)
+      .resolves();
+    readStub = sandbox
+      .stub(AwsBeanstalkDetector, 'readFileAsync' as any)
+      .resolves(JSON.stringify(data));
+    sandbox.stub(JSON, 'parse').returns(data);
+
+    const resource = await awsBeanstalkDetector.detect({
+      logger: new NoopLogger(),
+    });
+
+    sandbox.assert.calledOnce(fileStub);
+    sandbox.assert.calledOnce(readStub);
+    assert.ok(resource);
+    assertServiceResource(resource, {
+      name: 'elastic_beanstalk',
+      namespace: 'scorekeep',
+      version: 'app-5a56-170119_190650-stage-170119_190650',
+      instanceId: '32',
+    });
+  });
+
+  it('should successfully return resource data with noise', async () => {
+    fileStub = sandbox
+      .stub(AwsBeanstalkDetector, 'fileAccessAsync' as any)
+      .resolves();
+    readStub = sandbox
+      .stub(AwsBeanstalkDetector, 'readFileAsync' as any)
+      .resolves(JSON.stringify(noisyData));
+    sandbox.stub(JSON, 'parse').returns(noisyData);
+
+    const resource = await awsBeanstalkDetector.detect({
+      logger: new NoopLogger(),
+    });
+
+    sandbox.assert.calledOnce(fileStub);
+    sandbox.assert.calledOnce(readStub);
+    assert.ok(resource);
+    assertServiceResource(resource, {
+      name: 'elastic_beanstalk',
+      namespace: 'scorekeep',
+      version: 'app-5a56-170119_190650-stage-170119_190650',
+      instanceId: '32',
+    });
+  });
+
+  it('should return empty resource when failing to read file', async () => {
+    fileStub = sandbox
+      .stub(AwsBeanstalkDetector, 'fileAccessAsync' as any)
+      .resolves();
+    readStub = sandbox
+      .stub(AwsBeanstalkDetector, 'readFileAsync' as any)
+      .rejects(err);
+
+    const resource = await awsBeanstalkDetector.detect({
+      logger: new NoopLogger(),
+    });
+
+    sandbox.assert.calledOnce(fileStub);
+    sandbox.assert.calledOnce(readStub);
+    assert.ok(resource);
+    assertEmptyResource(resource);
+  });
+
+  it('should return empty resource when config file does not exist', async () => {
+    fileStub = sandbox
+      .stub(AwsBeanstalkDetector, 'fileAccessAsync' as any)
+      .rejects(err);
+    readStub = sandbox
+      .stub(AwsBeanstalkDetector, 'readFileAsync' as any)
+      .resolves(JSON.stringify(data));
+
+    const resource = await awsBeanstalkDetector.detect({
+      logger: new NoopLogger(),
+    });
+
+    sandbox.assert.calledOnce(fileStub);
+    sandbox.assert.notCalled(readStub);
+    assert.ok(resource);
+    assertEmptyResource(resource);
+  });
+});