diff --git a/pkg/cache/config.go b/pkg/cache/config.go
index bae0ecb17a..fc558a5611 100644
--- a/pkg/cache/config.go
+++ b/pkg/cache/config.go
@@ -4,7 +4,6 @@ import (
 	"time"
 
 	"github.com/SigNoz/signoz/pkg/factory"
-	go_cache "github.com/patrickmn/go-cache"
 )
 
 type Memory struct {
@@ -33,8 +32,8 @@ func newConfig() factory.Config {
 	return &Config{
 		Provider: "memory",
 		Memory: Memory{
-			TTL:             go_cache.NoExpiration,
-			CleanupInterval: 1 * time.Minute,
+			TTL:             time.Hour * 168,
+			CleanupInterval: 10 * time.Minute,
 		},
 		Redis: Redis{
 			Host:     "localhost",
diff --git a/pkg/cache/memorycache/provider.go b/pkg/cache/memorycache/provider.go
index 95fe12446d..2ff40e8266 100644
--- a/pkg/cache/memorycache/provider.go
+++ b/pkg/cache/memorycache/provider.go
@@ -15,7 +15,9 @@ import (
 )
 
 type provider struct {
-	cc *go_cache.Cache
+	cc       *go_cache.Cache
+	config   cache.Config
+	settings factory.ScopedProviderSettings
 }
 
 func NewFactory() factory.ProviderFactory[cache.Cache, cache.Config] {
@@ -23,21 +25,25 @@ func NewFactory() factory.ProviderFactory[cache.Cache, cache.Config] {
 }
 
 func New(ctx context.Context, settings factory.ProviderSettings, config cache.Config) (cache.Cache, error) {
-	return &provider{cc: go_cache.New(config.Memory.TTL, config.Memory.CleanupInterval)}, nil
+	scopedProviderSettings := factory.NewScopedProviderSettings(settings, "github.com/SigNoz/signoz/pkg/cache/memorycache")
+	return &provider{cc: go_cache.New(config.Memory.TTL, config.Memory.CleanupInterval), settings: scopedProviderSettings, config: config}, nil
 }
 
-func (c *provider) Set(_ context.Context, orgID valuer.UUID, cacheKey string, data cachetypes.Cacheable, ttl time.Duration) error {
+func (provider *provider) Set(ctx context.Context, orgID valuer.UUID, cacheKey string, data cachetypes.Cacheable, ttl time.Duration) error {
 	// check if the data being passed is a pointer and is not nil
 	err := cachetypes.ValidatePointer(data, "inmemory")
 	if err != nil {
 		return err
 	}
 
-	c.cc.Set(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), data, ttl)
+	if ttl == 0 {
+		provider.settings.Logger().WarnContext(ctx, "zero value for TTL found. defaulting to the base TTL", "cacheKey", cacheKey, "defaultTTL", provider.config.Memory.TTL)
+	}
+	provider.cc.Set(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"), data, ttl)
 	return nil
 }
 
-func (c *provider) Get(_ context.Context, orgID valuer.UUID, cacheKey string, dest cachetypes.Cacheable, allowExpired bool) error {
+func (provider *provider) Get(_ context.Context, orgID valuer.UUID, cacheKey string, dest cachetypes.Cacheable, allowExpired bool) error {
 	// check if the destination being passed is a pointer and is not nil
 	err := cachetypes.ValidatePointer(dest, "inmemory")
 	if err != nil {
@@ -50,7 +56,7 @@ func (c *provider) Get(_ context.Context, orgID valuer.UUID, cacheKey string, de
 		return errors.Newf(errors.TypeInvalidInput, errors.CodeInvalidInput, "destination value is not settable, %s", dstv.Elem())
 	}
 
-	data, found := c.cc.Get(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
+	data, found := provider.cc.Get(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
 	if !found {
 		return errors.Newf(errors.TypeNotFound, errors.CodeNotFound, "key miss")
 	}
@@ -66,12 +72,12 @@ func (c *provider) Get(_ context.Context, orgID valuer.UUID, cacheKey string, de
 	return nil
 }
 
-func (c *provider) Delete(_ context.Context, orgID valuer.UUID, cacheKey string) {
-	c.cc.Delete(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
+func (provider *provider) Delete(_ context.Context, orgID valuer.UUID, cacheKey string) {
+	provider.cc.Delete(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
 }
 
-func (c *provider) DeleteMany(_ context.Context, orgID valuer.UUID, cacheKeys []string) {
+func (provider *provider) DeleteMany(_ context.Context, orgID valuer.UUID, cacheKeys []string) {
 	for _, cacheKey := range cacheKeys {
-		c.cc.Delete(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
+		provider.cc.Delete(strings.Join([]string{orgID.StringValue(), cacheKey}, "::"))
 	}
 }