diff --git a/pkg/agent/qrm-plugins/memory/dynamicpolicy/policy_advisor_handler.go b/pkg/agent/qrm-plugins/memory/dynamicpolicy/policy_advisor_handler.go
index cf4c92d62..a2472af6a 100644
--- a/pkg/agent/qrm-plugins/memory/dynamicpolicy/policy_advisor_handler.go
+++ b/pkg/agent/qrm-plugins/memory/dynamicpolicy/policy_advisor_handler.go
@@ -736,13 +736,22 @@ func (p *DynamicPolicy) handleAdvisorMemoryOffloading(_ *config.Configuration,
 		}
 	}
 
+	cpuSetStats, err := cgroupmgr.GetCPUSetWithAbsolutePath(absCGPath)
+	if err != nil {
+		return fmt.Errorf("GetCPUSetWithAbsolutePath failed with error: %v", err)
+	}
+	mems, err := machine.Parse(cpuSetStats.Mems)
+	if err != nil {
+		return fmt.Errorf("parse cpuSetStats failed with error: %v", err)
+	}
+
 	// start a asynchronous work to execute memory offloading
 	err = p.defaultAsyncLimitedWorkers.AddWork(
 		&asyncworker.Work{
 			Name:        memoryOffloadingWorkName,
 			UID:         uuid.NewUUID(),
 			Fn:          cgroupmgr.MemoryOffloadingWithAbsolutePath,
-			Params:      []interface{}{absCGPath, memoryOffloadingSizeInBytesInt64},
+			Params:      []interface{}{absCGPath, memoryOffloadingSizeInBytesInt64, mems},
 			DeliveredAt: time.Now(),
 		}, asyncworker.DuplicateWorkPolicyOverride)
 	if err != nil {
diff --git a/pkg/agent/sysadvisor/plugin/qosaware/resource/memory/plugin/memory_offloading.go b/pkg/agent/sysadvisor/plugin/qosaware/resource/memory/plugin/memory_offloading.go
index 5d4d410ca..6b336d7e9 100644
--- a/pkg/agent/sysadvisor/plugin/qosaware/resource/memory/plugin/memory_offloading.go
+++ b/pkg/agent/sysadvisor/plugin/qosaware/resource/memory/plugin/memory_offloading.go
@@ -608,6 +608,7 @@ func (tmo *transparentMemoryOffloading) GetAdvices() types.InternalMemoryCalcula
 		if tmoEngine.GetConf().EnableSwap {
 			enableSwap = consts.ControlKnobON
 		}
+
 		entry := types.ContainerMemoryAdvices{
 			PodUID:        tmoEngine.GetContainerInfo().PodUID,
 			ContainerName: tmoEngine.GetContainerInfo().ContainerName,
diff --git a/pkg/util/cgroup/manager/cgroup.go b/pkg/util/cgroup/manager/cgroup.go
index 77d58baa5..1cd145d43 100644
--- a/pkg/util/cgroup/manager/cgroup.go
+++ b/pkg/util/cgroup/manager/cgroup.go
@@ -23,15 +23,31 @@ import (
 	"math"
 	"os/exec"
 	"path/filepath"
+	"runtime"
 	"strconv"
+	"syscall"
 	"time"
+	"unsafe"
+
+	"k8s.io/klog/v2"
 
 	"github.com/kubewharf/katalyst-core/pkg/consts"
 	"github.com/kubewharf/katalyst-core/pkg/metrics"
 	"github.com/kubewharf/katalyst-core/pkg/util/asyncworker"
+	"github.com/kubewharf/katalyst-core/pkg/util/bitmask"
 	"github.com/kubewharf/katalyst-core/pkg/util/cgroup/common"
 	"github.com/kubewharf/katalyst-core/pkg/util/eventbus"
 	"github.com/kubewharf/katalyst-core/pkg/util/general"
+	"github.com/kubewharf/katalyst-core/pkg/util/machine"
+)
+
+const (
+	MPOL_DEFAULT = iota
+	MPOL_PREFERRED
+	MPOL_BIND
+	MPOL_INTERLEAVE
+	MPOL_LOCAL
+	MPOL_MAX
 )
 
 func ApplyMemoryWithRelativePath(relCgroupPath string, data *common.MemoryData) error {
@@ -476,7 +492,71 @@ func DisableSwapMaxWithAbsolutePathRecursive(absCgroupPath string) error {
 	return nil
 }
 
-func MemoryOffloadingWithAbsolutePath(ctx context.Context, absCgroupPath string, nbytes int64) error {
+func GetMemPolicy(addr unsafe.Pointer, flags int) (mode int, nodemask bitmask.BitMask, err error) {
+	var mask uint64
+	_, _, errno := syscall.Syscall6(syscall.SYS_GET_MEMPOLICY,
+		uintptr(unsafe.Pointer(&mode)), uintptr(unsafe.Pointer(&mask)), 64, uintptr(addr), uintptr(flags), 0)
+	if errno != 0 {
+		err = errno
+	}
+	nodemask = bitmask.NewEmptyBitMask()
+	bit := 0
+	for mask != 0 {
+		if mask&1 == 1 {
+			nodemask.Add(bit)
+		}
+		mask >>= 1
+		bit++
+	}
+	return
+}
+
+func SetMemPolicy(mode int, nodemask bitmask.BitMask) (err error) {
+	var mask uint64
+	for _, bit := range nodemask.GetBits() {
+		mask |= 1 << uint64(bit)
+	}
+	_, _, errno := syscall.Syscall(syscall.SYS_SET_MEMPOLICY, uintptr(mode), uintptr(unsafe.Pointer(&mask)), 64)
+	if errno != 0 {
+		err = errno
+	}
+	return
+}
+
+func doReclaimMemory(cmd string, mems machine.CPUSet) error {
+	// When memory is reclaimed by calling memory.reclaim interface and offloaded to zram,
+	// kernel will allocate additional zram memory at the NUMAs allowed for the caller process to store the compressed memory.
+	// However, the allowed NUMA nodes of katalyst and business processes may not be consistent,
+	// which will lead to the allocation of zram memory on NUMAs that are not affinity to the business processes,
+	// bringing unpredictable problems. Therefore, before reclaiming business memory,
+	// we have to temporarily set the allowed NUMAs of katalyst same as business workload, and restore it after reclaiming.
+	runtime.LockOSThread()
+	defer runtime.UnlockOSThread()
+
+	// save original memory policy
+	mode, mask, err := GetMemPolicy(nil, 0)
+	if err != nil {
+		return err
+	}
+
+	newMask := bitmask.NewEmptyBitMask()
+	newMask.Add(mems.ToSliceInt()...)
+
+	if err := SetMemPolicy(MPOL_BIND, newMask); err != nil {
+		return err
+	}
+
+	_, err = exec.Command("bash", "-c", cmd).Output()
+	klog.ErrorS(err, "failed to exec %v", cmd)
+
+	// restore original memory policy
+	if err := SetMemPolicy(mode, mask); err != nil {
+		return err
+	}
+	return nil
+}
+
+func MemoryOffloadingWithAbsolutePath(ctx context.Context, absCgroupPath string, nbytes int64, mems machine.CPUSet) error {
 	startTime := time.Now()
 
 	var cmd string
@@ -493,7 +573,7 @@ func MemoryOffloadingWithAbsolutePath(ctx context.Context, absCgroupPath string,
 		return nil
 	}
 
-	_, err := exec.Command("bash", "-c", cmd).Output()
+	err := doReclaimMemory(cmd, mems)
 
 	_ = asyncworker.EmitAsyncedMetrics(ctx, metrics.ConvertMapToTags(map[string]string{
 		"absCGPath": absCgroupPath,
diff --git a/pkg/util/cgroup/manager/cgroup_test.go b/pkg/util/cgroup/manager/cgroup_test.go
index 8d4f661d5..8a3383865 100644
--- a/pkg/util/cgroup/manager/cgroup_test.go
+++ b/pkg/util/cgroup/manager/cgroup_test.go
@@ -26,15 +26,18 @@ import (
 	"math"
 	"os"
 	"path/filepath"
+	"runtime"
 	"testing"
 
 	"bou.ke/monkey"
 	"github.com/opencontainers/runc/libcontainer/cgroups"
 	"github.com/stretchr/testify/assert"
 
+	"github.com/kubewharf/katalyst-core/pkg/util/bitmask"
 	"github.com/kubewharf/katalyst-core/pkg/util/cgroup/common"
 	v1 "github.com/kubewharf/katalyst-core/pkg/util/cgroup/manager/v1"
 	v2 "github.com/kubewharf/katalyst-core/pkg/util/cgroup/manager/v2"
+	"github.com/kubewharf/katalyst-core/pkg/util/machine"
 )
 
 func TestManager(t *testing.T) {
@@ -60,6 +63,7 @@ func testV2Manager(t *testing.T) {
 	testManager(t, "v2")
 	testSwapMax(t)
 	testMemPressure(t)
+	testMemoryOffloadingWithAbsolutePath(t)
 }
 
 func testManager(t *testing.T, version string) {
@@ -231,3 +235,77 @@ func testMemPressureV1(t *testing.T) {
 	assert.Equal(t, "0", fmt.Sprint(some.Avg60))
 	assert.Equal(t, "0", fmt.Sprint(some.Avg300))
 }
+
+func TestMemoryPolicy(t *testing.T) {
+	t.Parallel()
+
+	runtime.LockOSThread()
+	defer runtime.UnlockOSThread()
+
+	mode, mask, err := GetMemPolicy(nil, 0)
+	assert.NoError(t, err)
+
+	assert.Equal(t, MPOL_DEFAULT, mode)
+
+	t.Logf("mask: %v", mask)
+
+	mems := machine.NewCPUSet(0)
+	newMask := bitmask.NewEmptyBitMask()
+	newMask.Add(mems.ToSliceInt()...)
+
+	err = SetMemPolicy(MPOL_BIND, newMask)
+	assert.NoError(t, err)
+
+	mode, mask, err = GetMemPolicy(nil, 0)
+	assert.NoError(t, err)
+
+	assert.Equal(t, MPOL_BIND, mode)
+
+	expectMask, err := bitmask.NewBitMask(0)
+	assert.NoError(t, err)
+
+	assert.Equal(t, expectMask, mask)
+
+	t.Logf("mask: %v", mask)
+}
+
+func testMemoryOffloadingWithAbsolutePath(t *testing.T) {
+	defer monkey.UnpatchAll()
+	monkey.Patch(common.CheckCgroup2UnifiedMode, func() bool { return true })
+	monkey.Patch(GetManager, func() Manager { return v2.NewManager() })
+	monkey.Patch(cgroups.ReadFile, func(dir, file string) (string, error) {
+		f := filepath.Join(dir, file)
+		tmp, err := ioutil.ReadFile(f)
+		if err != nil {
+			return "", err
+		}
+		return string(tmp), nil
+	})
+	monkey.Patch(cgroups.WriteFile, func(dir, file, data string) error {
+		f := filepath.Join(dir, file)
+		return ioutil.WriteFile(f, []byte(data), 0o700)
+	})
+
+	rootDir := os.TempDir()
+	dir := filepath.Join(rootDir, "tmp")
+	err := os.Mkdir(dir, 0o700)
+	assert.NoError(t, err)
+
+	tmpDir, err := ioutil.TempDir(dir, "fake-cgroup")
+	assert.NoError(t, err)
+	defer os.RemoveAll(dir)
+
+	monkey.Patch(common.GetCgroupRootPath, func(s string) string {
+		t.Logf("rootDir=%v", rootDir)
+		return rootDir
+	})
+
+	err = MemoryOffloadingWithAbsolutePath(context.TODO(), tmpDir, 100, machine.NewCPUSet(0))
+	assert.NoError(t, err)
+
+	reclaimFile := filepath.Join(tmpDir, "memory.reclaim")
+
+	s, err := ioutil.ReadFile(reclaimFile)
+	assert.NoError(t, err)
+	assert.Equal(t, fmt.Sprintf("%v\n", 100), string(s))
+}