diff --git a/benchmarks/map-reduce/requirements/common_s3.txt b/benchmarks/map-reduce/requirements/common_s3.txt
index c0ec6d878..46ee8a90e 100644
--- a/benchmarks/map-reduce/requirements/common_s3.txt
+++ b/benchmarks/map-reduce/requirements/common_s3.txt
@@ -1,13 +1,13 @@
 grpcio==1.38.1
 grpcio-reflection==1.38.1
-opentelemetry-api==1.3.0
-opentelemetry-exporter-zipkin==1.3.0
-opentelemetry-exporter-zipkin-json==1.3.0
-opentelemetry-exporter-zipkin-proto-http==1.3.0
-opentelemetry-instrumentation==0.22b0
-opentelemetry-instrumentation-grpc==0.22b0
-opentelemetry-sdk==1.3.0
-opentelemetry-semantic-conventions==0.22b0
+opentelemetry-api==1.28.1
+opentelemetry-exporter-zipkin==1.28.1
+opentelemetry-exporter-zipkin-json==1.28.1
+opentelemetry-exporter-zipkin-proto-http==1.28.1
+opentelemetry-instrumentation==0.49b1
+opentelemetry-instrumentation-grpc==0.49b1
+opentelemetry-sdk==1.28.1
+opentelemetry-semantic-conventions==0.49b1
 boto3==1.18.1
 grpcio-tools==1.38.1
 joblib==1.2.0
diff --git a/benchmarks/stacking-training/requirements.txt b/benchmarks/stacking-training/requirements.txt
index 39f0c2d78..69583564f 100644
--- a/benchmarks/stacking-training/requirements.txt
+++ b/benchmarks/stacking-training/requirements.txt
@@ -1,13 +1,13 @@
 grpcio==1.38.1
 grpcio-reflection==1.38.1
-opentelemetry-api==1.3.0
-opentelemetry-exporter-zipkin==1.3.0
-opentelemetry-exporter-zipkin-json==1.3.0
-opentelemetry-exporter-zipkin-proto-http==1.3.0
-opentelemetry-instrumentation==0.22b0
-opentelemetry-instrumentation-grpc==0.22b0
-opentelemetry-sdk==1.3.0
-opentelemetry-semantic-conventions==0.22b0
+opentelemetry-api==1.28.1
+opentelemetry-exporter-zipkin==1.28.1
+opentelemetry-exporter-zipkin-json==1.28.1
+opentelemetry-exporter-zipkin-proto-http==1.28.1
+opentelemetry-instrumentation==0.49b1
+opentelemetry-instrumentation-grpc==0.49b1
+opentelemetry-sdk==1.28.1
+opentelemetry-semantic-conventions==0.49b1
 boto3==1.18.1
 redis==3.5.3
 grpcio-tools==1.38.1
diff --git a/benchmarks/tuning-halving/requirements.txt b/benchmarks/tuning-halving/requirements.txt
index 6cc5ad63d..f0650cf9c 100644
--- a/benchmarks/tuning-halving/requirements.txt
+++ b/benchmarks/tuning-halving/requirements.txt
@@ -1,13 +1,13 @@
 grpcio==1.38.1
 grpcio-reflection==1.38.1
-opentelemetry-api==1.3.0
-opentelemetry-exporter-zipkin==1.3.0
-opentelemetry-exporter-zipkin-json==1.3.0
-opentelemetry-exporter-zipkin-proto-http==1.3.0
-opentelemetry-instrumentation==0.22b0
-opentelemetry-instrumentation-grpc==0.22b0
-opentelemetry-sdk==1.3.0
-opentelemetry-semantic-conventions==0.22b0
+opentelemetry-api==1.28.1
+opentelemetry-exporter-zipkin==1.28.1
+opentelemetry-exporter-zipkin-json==1.28.1
+opentelemetry-exporter-zipkin-proto-http==1.28.1
+opentelemetry-instrumentation==0.49b1
+opentelemetry-instrumentation-grpc==0.49b1
+opentelemetry-sdk==1.28.1
+opentelemetry-semantic-conventions==0.49b1
 boto3==1.18.1
 redis==3.5.3
 grpcio-tools==1.38.1
diff --git a/benchmarks/video-analytics/requirements.txt b/benchmarks/video-analytics/requirements.txt
index d78d36723..e8c35ae19 100644
--- a/benchmarks/video-analytics/requirements.txt
+++ b/benchmarks/video-analytics/requirements.txt
@@ -1,12 +1,12 @@
 grpcio==1.38.1
-opentelemetry-api==1.3.0
-opentelemetry-exporter-zipkin==1.3.0
-opentelemetry-exporter-zipkin-json==1.3.0
-opentelemetry-exporter-zipkin-proto-http==1.3.0
-opentelemetry-instrumentation==0.22b0
-opentelemetry-instrumentation-grpc==0.22b0
-opentelemetry-sdk==1.3.0
-opentelemetry-semantic-conventions==0.22b0
+opentelemetry-api==1.28.1
+opentelemetry-exporter-zipkin==1.28.1
+opentelemetry-exporter-zipkin-json==1.28.1
+opentelemetry-exporter-zipkin-proto-http==1.28.1
+opentelemetry-instrumentation==0.49b1
+opentelemetry-instrumentation-grpc==0.49b1
+opentelemetry-sdk==1.28.1
+opentelemetry-semantic-conventions==0.49b1
 boto3==1.18.1
 redis==3.5.3
 grpcio-tools==1.38.1