diff --git a/src/servers/src/otlp/trace.rs b/src/servers/src/otlp/trace.rs
index 9572ea4df1..aeb31a3796 100644
--- a/src/servers/src/otlp/trace.rs
+++ b/src/servers/src/otlp/trace.rs
@@ -15,7 +15,9 @@
 use api::v1::value::ValueData;
 use api::v1::{ColumnDataType, RowInsertRequests};
 use common_grpc::precision::Precision;
+use itertools::Itertools;
 use opentelemetry_proto::tonic::collector::trace::v1::ExportTraceServiceRequest;
+use opentelemetry_proto::tonic::common::v1::any_value;
 
 use self::span::{parse_span, TraceSpan, TraceSpans};
 use crate::error::Result;
@@ -34,16 +36,39 @@ pub mod span;
 /// <https://github.com/open-telemetry/opentelemetry-proto/blob/main/opentelemetry/proto/trace/v1/trace.proto>
 /// for data structure of OTLP traces.
 pub fn parse(request: ExportTraceServiceRequest) -> TraceSpans {
-    let mut spans = vec![];
+    let span_size = request
+        .resource_spans
+        .iter()
+        .flat_map(|res| res.scope_spans.iter())
+        .flat_map(|scope| scope.spans.iter())
+        .count();
+    let mut spans = Vec::with_capacity(span_size);
     for resource_spans in request.resource_spans {
         let resource_attrs = resource_spans
             .resource
             .map(|r| r.attributes)
             .unwrap_or_default();
+        let service_name = resource_attrs
+            .iter()
+            .find_or_first(|kv| kv.key == "service.name")
+            .and_then(|kv| kv.value.clone())
+            .and_then(|v| match v.value {
+                Some(any_value::Value::StringValue(s)) => Some(s),
+                Some(any_value::Value::BytesValue(b)) => {
+                    Some(String::from_utf8_lossy(&b).to_string())
+                }
+                _ => None,
+            });
+
         for scope_spans in resource_spans.scope_spans {
             let scope = scope_spans.scope.unwrap_or_default();
             for span in scope_spans.spans {
-                spans.push(parse_span(&resource_attrs, &scope, span));
+                spans.push(parse_span(
+                    service_name.clone(),
+                    &resource_attrs,
+                    &scope,
+                    span,
+                ));
             }
         }
     }
@@ -96,6 +121,10 @@ pub fn write_span_to_row(writer: &mut TableData, span: TraceSpan) -> Result<()>
     ];
     row_writer::write_fields(writer, fields.into_iter(), &mut row)?;
 
+    if let Some(service_name) = span.service_name {
+        row_writer::write_tag(writer, "service_name", service_name, &mut row)?;
+    }
+
     // tags
     let iter = vec![
         ("trace_id", span.trace_id),
diff --git a/src/servers/src/otlp/trace/span.rs b/src/servers/src/otlp/trace/span.rs
index 02fc523f66..a6d810d045 100644
--- a/src/servers/src/otlp/trace/span.rs
+++ b/src/servers/src/otlp/trace/span.rs
@@ -27,6 +27,7 @@ use crate::otlp::utils::bytes_to_hex_string;
 #[derive(Debug, Clone)]
 pub struct TraceSpan {
     // the following are tags
+    pub service_name: Option<String>,
     pub trace_id: String,
     pub span_id: String,
     pub parent_span_id: String,
@@ -189,6 +190,7 @@ impl SpanEvents {
 }
 
 pub fn parse_span(
+    service_name: Option<String>,
     resource_attrs: &[KeyValue],
     scope: &InstrumentationScope,
     span: Span,
@@ -196,6 +198,7 @@ pub fn parse_span(
     let (span_status_code, span_status_message) = status_to_string(&span.status);
     let span_kind = span.kind().as_str_name().into();
     TraceSpan {
+        service_name,
         trace_id: bytes_to_hex_string(&span.trace_id),
         span_id: bytes_to_hex_string(&span.span_id),
         parent_span_id: bytes_to_hex_string(&span.parent_span_id),
diff --git a/tests-integration/tests/http.rs b/tests-integration/tests/http.rs
index 2c912aa0af..3d6aef33fc 100644
--- a/tests-integration/tests/http.rs
+++ b/tests-integration/tests/http.rs
@@ -1713,7 +1713,7 @@ pub async fn test_otlp_traces(store_type: StorageType) {
     assert_eq!(StatusCode::OK, res.status());
 
     // select traces data
-    let expected = r#"[[1726631197820927000,1726631197821050000,123000,"b5e5fb572cf0a3335dd194a14145fef5","3364d2da58c9fd2b","","SPAN_KIND_CLIENT","lets-go","STATUS_CODE_UNSET","","",{"net.peer.ip":"1.2.3.4","peer.service":"telemetrygen-server"},[],[],"telemetrygen","",{},{"service.name":"telemetrygen"}],[1726631197820927000,1726631197821050000,123000,"b5e5fb572cf0a3335dd194a14145fef5","74c82efa6f628e80","3364d2da58c9fd2b","SPAN_KIND_SERVER","okey-dokey-0","STATUS_CODE_UNSET","","",{"net.peer.ip":"1.2.3.4","peer.service":"telemetrygen-client"},[],[],"telemetrygen","",{},{"service.name":"telemetrygen"}]]"#;
+    let expected = r#"[[1726631197820927000,1726631197821050000,123000,"telemetrygen","b5e5fb572cf0a3335dd194a14145fef5","3364d2da58c9fd2b","","SPAN_KIND_CLIENT","lets-go","STATUS_CODE_UNSET","","",{"net.peer.ip":"1.2.3.4","peer.service":"telemetrygen-server"},[],[],"telemetrygen","",{},{"service.name":"telemetrygen"}],[1726631197820927000,1726631197821050000,123000,"telemetrygen","b5e5fb572cf0a3335dd194a14145fef5","74c82efa6f628e80","3364d2da58c9fd2b","SPAN_KIND_SERVER","okey-dokey-0","STATUS_CODE_UNSET","","",{"net.peer.ip":"1.2.3.4","peer.service":"telemetrygen-client"},[],[],"telemetrygen","",{},{"service.name":"telemetrygen"}]]"#;
     validate_data(
         "otlp_traces",
         &client,