diff --git a/pkg/collector/corechecks/gpu/model/model.go b/pkg/collector/corechecks/gpu/model/model.go
index d5184416bae18f..ec36d3b3d5934a 100644
--- a/pkg/collector/corechecks/gpu/model/model.go
+++ b/pkg/collector/corechecks/gpu/model/model.go
@@ -73,9 +73,15 @@ type StreamKey struct {
 	Stream uint64 `json:"stream"`
 }
 
+// StreamMetadata contains metadata for a stream, such as container ID
+type StreamMetadata struct {
+	ContainerID string `json:"container_id"`
+}
+
 // StreamData contains kernel spans and allocations for a stream
 type StreamData struct {
 	Key         StreamKey           `json:"key"`
+	Metadata    StreamMetadata      `json:"metadata"`
 	Spans       []*KernelSpan       `json:"spans"`
 	Allocations []*MemoryAllocation `json:"allocations"`
 }
diff --git a/pkg/gpu/context.go b/pkg/gpu/context.go
index f931048bfa8bc9..67af975c3eea3b 100644
--- a/pkg/gpu/context.go
+++ b/pkg/gpu/context.go
@@ -11,6 +11,9 @@ import (
 	"time"
 
 	"github.com/DataDog/datadog-agent/pkg/gpu/cuda"
+	"github.com/DataDog/datadog-agent/pkg/network/events"
+	"github.com/DataDog/datadog-agent/pkg/network/tracer"
+	sectime "github.com/DataDog/datadog-agent/pkg/security/resolvers/time"
 	"github.com/DataDog/datadog-agent/pkg/util/kernel"
 )
 
@@ -24,6 +27,12 @@ type systemContext struct {
 
 	// pidMaps maps each process ID to its memory maps
 	pidMaps map[int]*kernel.ProcMapEntries
+
+	// timeResolver is used to convert from kernel time to system time
+	timeResolver *sectime.Resolver
+
+	// processCache is used to resolve process information
+	processCache *tracer.ProcessCache
 }
 
 // fileData holds the symbol table and Fatbin data for a given file.
@@ -38,14 +47,28 @@ func (fd *fileData) updateAccessTime() {
 }
 
 func getSystemContext() (*systemContext, error) {
+	var err error
+
 	ctx := &systemContext{
 		fileData: make(map[string]*fileData),
 		pidMaps:  make(map[int]*kernel.ProcMapEntries),
 	}
-	if err := ctx.queryDevices(); err != nil {
+
+	if err = ctx.queryDevices(); err != nil {
 		return nil, fmt.Errorf("error querying devices: %w", err)
 	}
 
+	ctx.timeResolver, err = sectime.NewResolver()
+	if err != nil {
+		return nil, fmt.Errorf("cannot create time resolver: %s", err)
+	}
+
+	ctx.processCache, err = tracer.NewProcessCache(32768)
+	if err != nil {
+		return nil, fmt.Errorf("cannot create process cache: %s", err)
+	}
+	events.RegisterHandler(ctx.processCache)
+
 	return ctx, nil
 }
 
diff --git a/pkg/gpu/stream.go b/pkg/gpu/stream.go
index a4e47322ea3a81..55cb3a806b18ed 100644
--- a/pkg/gpu/stream.go
+++ b/pkg/gpu/stream.go
@@ -10,6 +10,7 @@ package gpu
 import (
 	"fmt"
 	"math"
+	"time"
 
 	"github.com/DataDog/datadog-agent/pkg/collector/corechecks/gpu/model"
 	ddebpf "github.com/DataDog/datadog-agent/pkg/ebpf"
@@ -199,6 +200,32 @@ func getAssociatedAllocations(span *model.KernelSpan) []*model.MemoryAllocation
 	return allocations
 }
 
+func (sh *StreamHandler) getDataMaxTimestamp() uint64 {
+	maxTs := uint64(0)
+
+	for _, span := range sh.kernelSpans {
+		maxTs = max(maxTs, span.EndKtime)
+	}
+
+	for _, alloc := range sh.allocations {
+		maxTs = max(maxTs, alloc.EndKtime)
+	}
+
+	return maxTs
+}
+
+func (sh *StreamHandler) buildMetadata(dataTimestamp time.Time) model.StreamMetadata {
+	proc, found := sh.sysCtx.processCache.Get(sh.key.Pid, dataTimestamp.UnixNano())
+	var containerID string
+	if found {
+		containerID = proc.ContainerID.Get().(string)
+	}
+
+	return model.StreamMetadata{
+		ContainerID: containerID,
+	}
+}
+
 // getPastData returns all the events that have finished (kernel spans with synchronizations/allocations that have been freed)
 // If flush is true, the data will be cleared from the handler
 func (sh *StreamHandler) getPastData(flush bool) *model.StreamData {
@@ -206,9 +233,12 @@ func (sh *StreamHandler) getPastData(flush bool) *model.StreamData {
 		return nil
 	}
 
+	maxTs := sh.sysCtx.timeResolver.ResolveMonotonicTimestamp(sh.getDataMaxTimestamp())
+
 	data := &model.StreamData{
 		Spans:       sh.kernelSpans,
 		Allocations: sh.allocations,
+		Metadata:    sh.buildMetadata(maxTs),
 	}
 
 	if flush {
@@ -224,8 +254,11 @@ func (sh *StreamHandler) getCurrentData(now uint64) *model.StreamData {
 		return nil
 	}
 
+	nowTs := sh.sysCtx.timeResolver.ResolveMonotonicTimestamp(now)
+
 	data := &model.StreamData{
-		Spans: []*model.KernelSpan{sh.getCurrentKernelSpan(now)},
+		Spans:    []*model.KernelSpan{sh.getCurrentKernelSpan(now)},
+		Metadata: sh.buildMetadata(nowTs),
 	}
 
 	for _, alloc := range sh.memAllocEvents {