diff --git a/src/main/java/cc/ryanc/halo/model/tag/ArticleTagDirective.java b/src/main/java/cc/ryanc/halo/model/tag/ArticleTagDirective.java
index 7c6608408..6d78b86b3 100644
--- a/src/main/java/cc/ryanc/halo/model/tag/ArticleTagDirective.java
+++ b/src/main/java/cc/ryanc/halo/model/tag/ArticleTagDirective.java
@@ -1,5 +1,6 @@
 package cc.ryanc.halo.model.tag;
 
+import cc.ryanc.halo.model.enums.PostStatus;
 import cc.ryanc.halo.model.enums.PostType;
 import cc.ryanc.halo.service.PostService;
 import freemarker.core.Environment;
@@ -33,7 +34,7 @@ public class ArticleTagDirective implements TemplateDirectiveModel {
             String method = map.get(METHOD_KEY).toString();
             switch (method) {
                 case "postsCount":
-                    environment.setVariable("postsCount", builder.build().wrap(postService.findAllPosts(PostType.POST_TYPE_POST.getDesc()).size()));
+                    environment.setVariable("postsCount", builder.build().wrap(postService.findPostByStatus(PostStatus.PUBLISHED.getCode(), PostType.POST_TYPE_POST.getDesc()).size()));
                     break;
                 case "archives":
                     environment.setVariable("archives", builder.build().wrap(postService.findPostGroupByYearAndMonth()));
diff --git a/src/main/java/cc/ryanc/halo/repository/PostRepository.java b/src/main/java/cc/ryanc/halo/repository/PostRepository.java
index e2be29449..55f8ebed6 100644
--- a/src/main/java/cc/ryanc/halo/repository/PostRepository.java
+++ b/src/main/java/cc/ryanc/halo/repository/PostRepository.java
@@ -155,19 +155,21 @@ public interface PostRepository extends JpaRepository<Post, Long> {
      * 根据分类目录查询文章
      *
      * @param category category
+     * @param status status
      * @param pageable pageable
      * @return Page
      */
-    Page<Post> findPostByCategories(Category category, Pageable pageable);
+    Page<Post> findPostByCategoriesAndPostStatus(Category category, Integer status, Pageable pageable);
 
     /**
      * 根据标签查询文章，分页
      *
-     * @param tag      tag
+     * @param tag tag
+     * @param status status
      * @param pageable pageable
      * @return Page
      */
-    Page<Post> findPostsByTags(Tag tag, Pageable pageable);
+    Page<Post> findPostsByTagsAndPostStatus(Tag tag, Integer status, Pageable pageable);
 
     /**
      * 根据标签查询文章
diff --git a/src/main/java/cc/ryanc/halo/service/impl/CategoryServiceImpl.java b/src/main/java/cc/ryanc/halo/service/impl/CategoryServiceImpl.java
index 8d25263d5..8fdff4515 100755
--- a/src/main/java/cc/ryanc/halo/service/impl/CategoryServiceImpl.java
+++ b/src/main/java/cc/ryanc/halo/service/impl/CategoryServiceImpl.java
@@ -4,8 +4,6 @@ import cc.ryanc.halo.model.domain.Category;
 import cc.ryanc.halo.repository.CategoryRepository;
 import cc.ryanc.halo.service.CategoryService;
 import org.springframework.beans.factory.annotation.Autowired;
-import org.springframework.cache.annotation.CacheEvict;
-import org.springframework.cache.annotation.Cacheable;
 import org.springframework.stereotype.Service;
 
 import java.util.ArrayList;
@@ -22,8 +20,6 @@ public class CategoryServiceImpl implements CategoryService {
     @Autowired
     private CategoryRepository categoryRepository;
 
-    private static final String CATEGORIES_CACHE_NAME = "categories";
-
     /**
      * 保存/修改分类目录
      *
@@ -31,7 +27,6 @@ public class CategoryServiceImpl implements CategoryService {
      * @return Category
      */
     @Override
-    @CacheEvict(value = CATEGORIES_CACHE_NAME, allEntries = true, beforeInvocation = true)
     public Category saveByCategory(Category category) {
         return categoryRepository.save(category);
     }
@@ -43,7 +38,6 @@ public class CategoryServiceImpl implements CategoryService {
      * @return Category
      */
     @Override
-    @CacheEvict(value = CATEGORIES_CACHE_NAME, allEntries = true, beforeInvocation = true)
     public Category removeByCateId(Long cateId) {
         Optional<Category> category = this.findByCateId(cateId);
         categoryRepository.delete(category.get());
@@ -56,7 +50,6 @@ public class CategoryServiceImpl implements CategoryService {
      * @return List
      */
     @Override
-    @Cacheable(value = CATEGORIES_CACHE_NAME, key = "'category'")
     public List<Category> findAllCategories() {
         return categoryRepository.findAll();
     }
diff --git a/src/main/java/cc/ryanc/halo/service/impl/PostServiceImpl.java b/src/main/java/cc/ryanc/halo/service/impl/PostServiceImpl.java
index 30181273a..d55ce059c 100755
--- a/src/main/java/cc/ryanc/halo/service/impl/PostServiceImpl.java
+++ b/src/main/java/cc/ryanc/halo/service/impl/PostServiceImpl.java
@@ -176,6 +176,7 @@ public class PostServiceImpl implements PostService {
      * @return List
      */
     @Override
+    @Cacheable(value = POSTS_CACHE_NAME, key = "'posts_status_type_'+#status+'_'+#postType")
     public List<Post> findPostByStatus(Integer status, String postType) {
         return postRepository.findPostsByPostStatusAndPostType(status, postType);
     }
@@ -323,25 +324,28 @@ public class PostServiceImpl implements PostService {
      * 根据分类目录查询文章
      *
      * @param category category
+     * @param status status
      * @param pageable pageable
      * @return Page
      */
     @Override
+    @CachePut(value = POSTS_CACHE_NAME, key = "'posts_category_'+#category.cateId+'_'+#pageable.pageNumber")
     public Page<Post> findPostByCategories(Category category, Pageable pageable) {
-        return postRepository.findPostByCategories(category,pageable);
+        return postRepository.findPostByCategoriesAndPostStatus(category, PostStatus.PUBLISHED.getCode(), pageable);
     }
 
     /**
-     * 根据标签查询文章
+     * 根据标签查询文章，分页
      *
-     * @param tag      tag
+     * @param tag tag
+     * @param status status
      * @param pageable pageable
      * @return Page
      */
     @Override
     @CachePut(value = POSTS_CACHE_NAME, key = "'posts_tag_'+#tag.tagId+'_'+#pageable.pageNumber")
     public Page<Post> findPostsByTags(Tag tag, Pageable pageable) {
-        return postRepository.findPostsByTags(tag, pageable);
+        return postRepository.findPostsByTagsAndPostStatus(tag, PostStatus.PUBLISHED.getCode(), pageable);
     }
 
     /**
diff --git a/src/main/resources/ehcache.xml b/src/main/resources/ehcache.xml
index 84bde2663..88acf7fb4 100644
--- a/src/main/resources/ehcache.xml
+++ b/src/main/resources/ehcache.xml
@@ -80,14 +80,4 @@
             timeToIdleSeconds="0"
             timeToLiveSeconds="300"
             memoryStoreEvictionPolicy="LRU"/>
-
-    <cache
-            name="categories"
-            eternal="false"
-            maxElementsInMemory="100"
-            overflowToDisk="false"
-            diskPersistent="false"
-            timeToIdleSeconds="0"
-            timeToLiveSeconds="300"
-            memoryStoreEvictionPolicy="LRU"/>
 </ehcache>