diff --git a/libpf/libpf.go b/libpf/libpf.go
index ffe3660..ae08b83 100644
--- a/libpf/libpf.go
+++ b/libpf/libpf.go
@@ -476,6 +476,7 @@ type TraceAndCounts struct {
 	Comm          string
 	PodName       string
 	ContainerName string
+	PID           PID
 }
 
 type FrameMetadata struct {
diff --git a/libpf/process/coredump.go b/libpf/process/coredump.go
index 1b408b8..a32cda7 100644
--- a/libpf/process/coredump.go
+++ b/libpf/process/coredump.go
@@ -282,6 +282,13 @@ func (cd *CoredumpProcess) GetMappingFile(_ *Mapping) string {
 	return ""
 }
 
+func (cd *CoredumpProcess) GetExecutablePath() (string, error) {
+	if cd.MainExecutable() == "" {
+		return "", errors.New("no main executable found")
+	}
+	return cd.MainExecutable(), nil
+}
+
 // CalculateMappingFileID implements the Process interface
 func (cd *CoredumpProcess) CalculateMappingFileID(m *Mapping) (libpf.FileID, error) {
 	// It is not possible to calculate the real FileID as the section headers
diff --git a/libpf/process/process.go b/libpf/process/process.go
index 26fe8bc..580e740 100644
--- a/libpf/process/process.go
+++ b/libpf/process/process.go
@@ -166,6 +166,10 @@ func (sp *systemProcess) GetThreads() ([]ThreadInfo, error) {
 	return nil, errors.New("not implemented")
 }
 
+func (sp *systemProcess) GetExecutablePath() (string, error) {
+	return os.Readlink(fmt.Sprintf("/proc/%d/exe", sp.pid))
+}
+
 func (sp *systemProcess) Close() error {
 	return nil
 }
diff --git a/libpf/process/types.go b/libpf/process/types.go
index de75522..a88c56b 100644
--- a/libpf/process/types.go
+++ b/libpf/process/types.go
@@ -105,6 +105,9 @@ type Process interface {
 	// GetMapping reads and parses process memory mappings
 	GetMappings() ([]Mapping, error)
 
+	// GetExecutablePath returns the path to the executable of the process
+	GetExecutablePath() (string, error)
+
 	// GetThread reads the process thread states
 	GetThreads() ([]ThreadInfo, error)
 
diff --git a/processmanager/manager_test.go b/processmanager/manager_test.go
index 7379855..693ada1 100644
--- a/processmanager/manager_test.go
+++ b/processmanager/manager_test.go
@@ -63,6 +63,8 @@ func (d *dummyProcess) GetMappingFile(_ *process.Mapping) string {
 	return ""
 }
 
+func (d *dummyProcess) GetExecutablePath() (string, error) { return "", nil }
+
 func (d *dummyProcess) CalculateMappingFileID(m *process.Mapping) (libpf.FileID, error) {
 	return pfelf.CalculateID(m.Path)
 }
diff --git a/processmanager/processinfo.go b/processmanager/processinfo.go
index c6a534e..0bdc2bc 100644
--- a/processmanager/processinfo.go
+++ b/processmanager/processinfo.go
@@ -614,6 +614,9 @@ func (pm *ProcessManager) SynchronizeProcess(pr process.Process) {
 		// Also see: Unified PID Events design doc
 		pm.ebpf.RemoveReportedPID(pid)
 	}
+
+	execPath, _ := pr.GetExecutablePath()
+	pm.reporter.ProcessMetadata(context.TODO(), pid, execPath)
 }
 
 // CleanupPIDs executes a periodic synchronization of pidToProcessInfo table with system processes.
diff --git a/reporter/datadog_reporter.go b/reporter/datadog_reporter.go
index 15a65be..c24d4c3 100644
--- a/reporter/datadog_reporter.go
+++ b/reporter/datadog_reporter.go
@@ -66,6 +66,9 @@ type DatadogReporter struct {
 
 	// frames maps frame information to its source location.
 	frames *lru.SyncedLRU[libpf.FileID, map[libpf.AddressOrLineno]sourceInfo]
+
+	// execPathes stores the last known execPath for a PID.
+	execPathes *lru.SyncedLRU[libpf.PID, string]
 }
 
 // ReportFramesForTrace accepts a trace with the corresponding frames
@@ -94,7 +97,7 @@ func (r *DatadogReporter) ReportFramesForTrace(trace *libpf.Trace) {
 // caches this information.
 // nolint: dupl
 func (r *DatadogReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp libpf.UnixTime32,
-	count uint16, comm, podName, containerName string) {
+	count uint16, comm, podName, containerName string, pid libpf.PID) {
 	if v, exists := r.traces.Peek(traceHash); exists {
 		// As traces is filled from two different API endpoints,
 		// some information for the trace might be available already.
@@ -103,6 +106,7 @@ func (r *DatadogReporter) ReportCountForTrace(traceHash libpf.TraceHash, timesta
 		v.comm = comm
 		v.podName = podName
 		v.containerName = containerName
+		v.pid = pid
 
 		r.traces.Add(traceHash, v)
 	} else {
@@ -110,6 +114,7 @@ func (r *DatadogReporter) ReportCountForTrace(traceHash libpf.TraceHash, timesta
 			comm:          comm,
 			podName:       podName,
 			containerName: containerName,
+			pid:           pid,
 		})
 	}
 
@@ -144,6 +149,10 @@ func (r *DatadogReporter) ExecutableMetadata(_ context.Context,
 	})
 }
 
+func (r *DatadogReporter) ProcessMetadata(_ context.Context, pid libpf.PID, execPath string) {
+	r.execPathes.Add(pid, execPath)
+}
+
 // FrameMetadata accepts metadata associated with a frame and caches this information.
 func (r *DatadogReporter) FrameMetadata(fileID libpf.FileID, addressOrLine libpf.AddressOrLineno,
 	lineNumber libpf.SourceLineno, functionOffset uint32, functionName, filePath string) {
@@ -241,6 +250,11 @@ func StartDatadog(mainCtx context.Context, c *Config) (Reporter, error) {
 		return nil, err
 	}
 
+	execPathes, err := lru.NewSynced[libpf.PID, string](cacheSize, libpf.PID.Hash32)
+	if err != nil {
+		return nil, err
+	}
+
 	// Next step: Dynamically configure the size of this LRU.
 	// Currently we use the length of the JSON array in
 	// hostmetadata/hostmetadata.json.
@@ -261,6 +275,7 @@ func StartDatadog(mainCtx context.Context, c *Config) (Reporter, error) {
 		executables:     executables,
 		frames:          frames,
 		hostmetadata:    hostmetadata,
+		execPathes:      execPathes,
 	}
 
 	// Create a child context for reporting features
@@ -511,6 +526,23 @@ func (r *DatadogReporter) getPprofProfile() (profile *pprofile.Profile,
 			sample.Location = append(sample.Location, loc)
 		}
 
+		execPath, _ := r.execPathes.Get(trace.pid)
+
+		// Check if the last frame is a kernel frame.
+		if trace.frameTypes[len(trace.frameTypes)-1] == libpf.KernelFrame {
+			// If the last frame is a kernel frame, we need to add a dummy
+			// location with the kernel as the function name.
+			execPath = "kernel"
+		}
+
+		if execPath != "" {
+			lastLocation := sample.Location[len(sample.Location)-1]
+			loc := createPProfLocation(profile, lastLocation.Address)
+			m := createPprofFunctionEntry(funcMap, profile, execPath, execPath)
+			loc.Line = append(loc.Line, pprofile.Line{Function: m})
+			sample.Location = append(sample.Location, loc)
+		}
+
 		sample.Label = make(map[string][]string)
 		addTraceLabels(sample.Label, trace)
 
diff --git a/reporter/iface.go b/reporter/iface.go
index 1828120..4d7360a 100644
--- a/reporter/iface.go
+++ b/reporter/iface.go
@@ -48,7 +48,7 @@ type TraceReporter interface {
 	// ReportCountForTrace accepts a hash of a trace with a corresponding count and
 	// caches this information before a periodic reporting to the backend.
 	ReportCountForTrace(traceHash libpf.TraceHash, timestamp libpf.UnixTime32,
-		count uint16, comm, podName, containerName string)
+		count uint16, comm, podName, containerName string, pid libpf.PID)
 }
 
 type SymbolReporter interface {
@@ -63,6 +63,10 @@ type SymbolReporter interface {
 	// a periodic reporting to the backend.
 	FrameMetadata(fileID libpf.FileID, addressOrLine libpf.AddressOrLineno,
 		lineNumber libpf.SourceLineno, functionOffset uint32, functionName, filePath string)
+
+	// ProcessMetadata accepts metadata associated with a process and caches this information
+	// before a periodic reporting to the backend.
+	ProcessMetadata(ctx context.Context, pid libpf.PID, exe string)
 }
 
 type HostMetadataReporter interface {
diff --git a/reporter/otlp_reporter.go b/reporter/otlp_reporter.go
index e8c8b9e..ffd06c3 100644
--- a/reporter/otlp_reporter.go
+++ b/reporter/otlp_reporter.go
@@ -39,6 +39,7 @@ type traceInfo struct {
 	podName        string
 	containerName  string
 	apmServiceName string
+	pid            libpf.PID
 }
 
 // sample holds dynamic information about traces.
@@ -101,6 +102,9 @@ type OTLPReporter struct {
 
 	// frames maps frame information to its source location.
 	frames *lru.SyncedLRU[libpf.FileID, map[libpf.AddressOrLineno]sourceInfo]
+
+	// execPathes stores the last known execPath for a PID.
+	execPathes *lru.SyncedLRU[libpf.PID, string]
 }
 
 // hashString is a helper function for LRUs that use string as a key.
@@ -136,7 +140,7 @@ func (r *OTLPReporter) ReportFramesForTrace(trace *libpf.Trace) {
 // caches this information.
 // nolint: dupl
 func (r *OTLPReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp libpf.UnixTime32,
-	count uint16, comm, podName, containerName string) {
+	count uint16, comm, podName, containerName string, pid libpf.PID) {
 	if v, exists := r.traces.Peek(traceHash); exists {
 		// As traces is filled from two different API endpoints,
 		// some information for the trace might be available already.
@@ -145,6 +149,7 @@ func (r *OTLPReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp
 		v.comm = comm
 		v.podName = podName
 		v.containerName = containerName
+		v.pid = pid
 
 		r.traces.Add(traceHash, v)
 	} else {
@@ -152,6 +157,7 @@ func (r *OTLPReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp
 			comm:          comm,
 			podName:       podName,
 			containerName: containerName,
+			pid:           pid,
 		})
 	}
 
@@ -186,6 +192,10 @@ func (r *OTLPReporter) ExecutableMetadata(_ context.Context,
 	})
 }
 
+func (r *OTLPReporter) ProcessMetadata(_ context.Context, pid libpf.PID, execPath string) {
+	r.execPathes.Add(pid, execPath)
+}
+
 // FrameMetadata accepts metadata associated with a frame and caches this information.
 func (r *OTLPReporter) FrameMetadata(fileID libpf.FileID, addressOrLine libpf.AddressOrLineno,
 	lineNumber libpf.SourceLineno, functionOffset uint32, functionName, filePath string) {
@@ -732,6 +742,16 @@ func getTraceLabels(stringMap map[string]uint32, i traceInfo) []*pprofextended.L
 		})
 	}
 
+	if i.pid != 0 {
+		pidIdx := getStringMapIndex(stringMap, "pid")
+		pidValueIdx := getStringMapIndex(stringMap, string(i.pid))
+
+		labels = append(labels, &pprofextended.Label{
+			Key: int64(pidIdx),
+			Str: int64(pidValueIdx),
+		})
+	}
+
 	return labels
 }
 
diff --git a/reporter/reporter.go b/reporter/reporter.go
index a37a159..d9fe144 100644
--- a/reporter/reporter.go
+++ b/reporter/reporter.go
@@ -93,6 +93,8 @@ type GRPCReporter struct {
 	hostMetadataQueue fifoRingBuffer[*HostMetadata]
 	// fallbackSymbolsQueue is a ring buffer based FIFO for *fallbackSymbol
 	fallbackSymbolsQueue fifoRingBuffer[*fallbackSymbol]
+	// execPathesQueue stores the last known execPath for a PID.
+	execPathesQueue fifoRingBuffer[*processMetadata]
 }
 
 // Assert that we implement the full Reporter interface.
@@ -109,6 +111,11 @@ type executableMetadata struct {
 	buildID  string
 }
 
+type processMetadata struct {
+	pid      libpf.PID
+	execPath string
+}
+
 // ExecutableMetadata implements the SymbolReporter interface.
 func (r *GRPCReporter) ExecutableMetadata(ctx context.Context, fileID libpf.FileID,
 	fileName, buildID string) {
@@ -124,6 +131,13 @@ func (r *GRPCReporter) ExecutableMetadata(ctx context.Context, fileID libpf.File
 	}
 }
 
+func (r *GRPCReporter) ProcessMetadata(_ context.Context, pid libpf.PID, execPath string) {
+	r.execPathesQueue.append(&processMetadata{
+		pid:      pid,
+		execPath: execPath,
+	})
+}
+
 // FrameMetadata implements the SymbolReporter interface.
 func (r *GRPCReporter) FrameMetadata(fileID libpf.FileID,
 	addressOrLine libpf.AddressOrLineno, lineNumber libpf.SourceLineno, functionOffset uint32,
@@ -140,7 +154,7 @@ func (r *GRPCReporter) FrameMetadata(fileID libpf.FileID,
 
 // ReportCountForTrace implements the TraceReporter interface.
 func (r *GRPCReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp libpf.UnixTime32,
-	count uint16, comm, podName, containerName string) {
+	count uint16, comm, podName, containerName string, pid libpf.PID) {
 	r.countsForTracesQueue.append(&libpf.TraceAndCounts{
 		Hash:          traceHash,
 		Timestamp:     timestamp,
@@ -148,6 +162,7 @@ func (r *GRPCReporter) ReportCountForTrace(traceHash libpf.TraceHash, timestamp
 		Comm:          comm,
 		PodName:       podName,
 		ContainerName: containerName,
+		PID:           pid,
 	})
 }
 
diff --git a/tracehandler/tracehandler.go b/tracehandler/tracehandler.go
index fbf63a9..ea0a946 100644
--- a/tracehandler/tracehandler.go
+++ b/tracehandler/tracehandler.go
@@ -145,7 +145,7 @@ func (m *traceHandler) HandleTrace(bpfTrace *host.Trace) {
 	if traceKnown {
 		m.bpfTraceCacheHit++
 		m.reporter.ReportCountForTrace(postConvHash, timestamp, 1,
-			bpfTrace.Comm, meta.PodName, meta.ContainerName)
+			bpfTrace.Comm, meta.PodName, meta.ContainerName, bpfTrace.PID)
 		return
 	}
 	m.bpfTraceCacheMiss++
@@ -155,7 +155,7 @@ func (m *traceHandler) HandleTrace(bpfTrace *host.Trace) {
 	log.Debugf("Trace hash remap 0x%x -> 0x%x", bpfTrace.Hash, umTrace.Hash)
 	m.bpfTraceCache.Add(bpfTrace.Hash, umTrace.Hash)
 	m.reporter.ReportCountForTrace(umTrace.Hash, timestamp, 1,
-		bpfTrace.Comm, meta.PodName, meta.ContainerName)
+		bpfTrace.Comm, meta.PodName, meta.ContainerName, bpfTrace.PID)
 
 	// Trace already known to collector by UM hash?
 	if _, known := m.umTraceCache.Get(umTrace.Hash); known {
diff --git a/tracehandler/tracehandler_test.go b/tracehandler/tracehandler_test.go
index 4e03cb8..c3c50c3 100644
--- a/tracehandler/tracehandler_test.go
+++ b/tracehandler/tracehandler_test.go
@@ -73,7 +73,7 @@ func (m *mockReporter) ReportFramesForTrace(trace *libpf.Trace) {
 }
 
 func (m *mockReporter) ReportCountForTrace(traceHash libpf.TraceHash,
-	_ libpf.UnixTime32, count uint16, _, _, _ string) {
+	_ libpf.UnixTime32, count uint16, _, _, _ string, _ libpf.PID) {
 	m.reportedCounts = append(m.reportedCounts, reportedCount{
 		traceHash: traceHash,
 		count:     count,
diff --git a/utils/coredump/coredump.go b/utils/coredump/coredump.go
index 829d2ab..2a70254 100644
--- a/utils/coredump/coredump.go
+++ b/utils/coredump/coredump.go
@@ -105,6 +105,8 @@ func (c *symbolizationCache) FrameMetadata(fileID libpf.FileID,
 
 func (c *symbolizationCache) ReportFallbackSymbol(libpf.FrameID, string) {}
 
+func (c *symbolizationCache) ProcessMetadata(_ context.Context, _ libpf.PID, _ string) {}
+
 func generateErrorMap() (map[libpf.AddressOrLineno]string, error) {
 	file, err := os.Open("../errors-codegen/errors.json")
 	if err != nil {