diff --git a/container/libcontainer/helpers.go b/container/libcontainer/helpers.go
index 19d3adb9..e35cb8a5 100644
--- a/container/libcontainer/helpers.go
+++ b/container/libcontainer/helpers.go
@@ -378,6 +378,8 @@ func toContainerStats1(s *cgroups.Stats, ret *info.ContainerStats) {
 func toContainerStats2(s *cgroups.Stats, ret *info.ContainerStats) {
 	ret.Memory.Usage = s.MemoryStats.Usage.Usage
 	ret.Memory.Failcnt = s.MemoryStats.Usage.Failcnt
+	ret.Memory.Cache = s.MemoryStats.Stats["cache"]
+	ret.Memory.RSS = s.MemoryStats.Stats["rss"]
 	if v, ok := s.MemoryStats.Stats["pgfault"]; ok {
 		ret.Memory.ContainerData.Pgfault = v
 		ret.Memory.HierarchicalData.Pgfault = v
diff --git a/info/v1/container.go b/info/v1/container.go
index 11c03c31..61d64bcb 100644
--- a/info/v1/container.go
+++ b/info/v1/container.go
@@ -308,6 +308,15 @@ type MemoryStats struct {
 	// Units: Bytes.
 	Usage uint64 `json:"usage"`
 
+	// Number of bytes of page cache memory.
+	// Units: Bytes.
+	Cache uint64 `json:"cache"`
+
+	// The amount of anonymous and swap cache memory (includes transparent
+	// hugepages).
+	// Units: Bytes.
+	RSS uint64 `json:"rss"`
+
 	// The amount of working set memory, this includes recently accessed memory,
 	// dirty memory, and kernel memory. Working set is <= "usage".
 	// Units: Bytes.
diff --git a/info/v1/test/datagen.go b/info/v1/test/datagen.go
index 24431692..42a0526d 100644
--- a/info/v1/test/datagen.go
+++ b/info/v1/test/datagen.go
@@ -44,6 +44,8 @@ func GenerateRandomStats(numStats, numCores int, duration time.Duration) []*info
 		stats.Cpu.Usage.User = stats.Cpu.Usage.Total
 		stats.Cpu.Usage.System = 0
 		stats.Memory.Usage = uint64(rand.Int63n(4096))
+		stats.Memory.Cache = uint64(rand.Int63n(4096))
+		stats.Memory.RSS = uint64(rand.Int63n(4096))
 		ret[i] = stats
 	}
 	return ret
diff --git a/metrics/prometheus.go b/metrics/prometheus.go
index ff4e5d89..adce5101 100644
--- a/metrics/prometheus.go
+++ b/metrics/prometheus.go
@@ -127,6 +127,20 @@ func NewPrometheusCollector(infoProvider infoProvider, f ContainerNameToLabelsFu
 					}
 					return values
 				},
+			}, {
+				name:      "container_memory_cache",
+				help:      "Number of bytes of page cache memory.",
+				valueType: prometheus.GaugeValue,
+				getValues: func(s *info.ContainerStats) metricValues {
+					return metricValues{{value: float64(s.Memory.Cache)}}
+				},
+			}, {
+				name:      "container_memory_rss",
+				help:      "Size of RSS in bytes.",
+				valueType: prometheus.GaugeValue,
+				getValues: func(s *info.ContainerStats) metricValues {
+					return metricValues{{value: float64(s.Memory.RSS)}}
+				},
 			}, {
 				name:      "container_memory_failcnt",
 				help:      "Number of memory usage hits limits",
diff --git a/metrics/prometheus_test.go b/metrics/prometheus_test.go
index 5410c8d4..bef93bfe 100644
--- a/metrics/prometheus_test.go
+++ b/metrics/prometheus_test.go
@@ -85,6 +85,8 @@ func (p testSubcontainersInfoProvider) SubcontainersInfo(string, *info.Container
 							Pgfault:    12,
 							Pgmajfault: 13,
 						},
+						Cache: 14,
+						RSS:   15,
 					},
 					Network: info.NetworkStats{
 						InterfaceStats: info.InterfaceStats{
diff --git a/metrics/testdata/prometheus_metrics b/metrics/testdata/prometheus_metrics
index 18390c20..40e4ca0d 100644
--- a/metrics/testdata/prometheus_metrics
+++ b/metrics/testdata/prometheus_metrics
@@ -68,6 +68,9 @@ container_fs_writes_total{device="sda2",foo_env="prod",foo_label="bar",id="testc
 # HELP container_last_seen Last time a container was seen by the exporter
 # TYPE container_last_seen gauge
 container_last_seen{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",zone_name="hello"} 1.426203694e+09
+# HELP container_memory_cache Number of bytes of page cache memory.
+# TYPE container_memory_cache gauge
+container_memory_cache{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",zone_name="hello"} 14
 # HELP container_memory_failcnt Number of memory usage hits limits
 # TYPE container_memory_failcnt counter
 container_memory_failcnt{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",zone_name="hello"} 0
@@ -77,6 +80,9 @@ container_memory_failures_total{foo_env="prod",foo_label="bar",id="testcontainer
 container_memory_failures_total{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",scope="container",type="pgmajfault",zone_name="hello"} 11
 container_memory_failures_total{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",scope="hierarchy",type="pgfault",zone_name="hello"} 12
 container_memory_failures_total{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",scope="hierarchy",type="pgmajfault",zone_name="hello"} 13
+# HELP container_memory_rss Size of RSS in bytes.
+# TYPE container_memory_rss gauge
+container_memory_rss{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",zone_name="hello"} 15
 # HELP container_memory_usage_bytes Current memory usage in bytes.
 # TYPE container_memory_usage_bytes gauge
 container_memory_usage_bytes{foo_env="prod",foo_label="bar",id="testcontainer",image="test",name="testcontaineralias",zone_name="hello"} 8