diff --git a/computer-core/src/main/java/com/baidu/hugegraph/computer/core/compute/input/EdgesInput.java b/computer-core/src/main/java/com/baidu/hugegraph/computer/core/compute/input/EdgesInput.java
index be76d6f48..918b6531b 100644
--- a/computer-core/src/main/java/com/baidu/hugegraph/computer/core/compute/input/EdgesInput.java
+++ b/computer-core/src/main/java/com/baidu/hugegraph/computer/core/compute/input/EdgesInput.java
@@ -44,10 +44,12 @@ public class EdgesInput {
     private RandomAccessInput input;
     private final ReusablePointer idPointer;
     private final ReusablePointer valuePointer;
-    private final File edgeFile;
     private final GraphFactory graphFactory;
-    private final int flushThreshold;
     private final EdgeFrequency frequency;
+    private final File edgeFile;
+    private final int flushThreshold;
+    private final int edgeLimitNum;
+    private static final int UNLIMITED_NUM = -1;
 
     public EdgesInput(ComputerContext context, File edgeFile) {
         this.graphFactory = context.graphFactory();
@@ -57,6 +59,8 @@ public EdgesInput(ComputerContext context, File edgeFile) {
         this.flushThreshold = context.config().get(
                               ComputerOptions.INPUT_MAX_EDGES_IN_ONE_VERTEX);
         this.frequency = context.config().get(ComputerOptions.INPUT_EDGE_FREQ);
+        this.edgeLimitNum = context
+            .config().get(ComputerOptions.INPUT_LIMIT_EDGES_IN_ONE_VERTEX);
     }
 
     public void init() throws IOException {
@@ -73,14 +77,15 @@ public Edges edges(ReusablePointer vidPointer) {
                 long startPosition = this.input.position();
                 this.idPointer.read(this.input);
                 int status = vidPointer.compareTo(this.idPointer);
-                if (status < 0) { // No edges
+                if (status < 0) {
                     /*
-                     * The current batch belong to vertex that vertex id is
-                     * bigger than specified id.
+                     * No edges, the current batch belong to vertex that
+                     * vertex id is bigger than specified id.
                      */
                     this.input.seek(startPosition);
                     return EmptyEdges.instance();
-                } else if (status == 0) { // Has edges
+                } else if (status == 0) {
+                    // Has edges
                     this.valuePointer.read(this.input);
                     Edges edges = this.readEdges(this.valuePointer.input());
                     if (edges.size() < this.flushThreshold) {
@@ -207,16 +212,27 @@ public Edge next() {
         }
     }
 
-    // TODO: use one reused Edges instance to read batches for each vertex.
+    /**
+     * Read edges & attach it by input stream, also could limit the edges here
+     * TODO: use one reused Edges instance to read batches for each vertex &
+     *       limit edges in early step (like input/send stage)
+     */
     private Edges readEdges(RandomAccessInput in) {
         try {
+            // Could limit edges to read here (unlimited by default)
             int count = in.readFixedInt();
+            // update count when "-1 < limitNum < count"
+            if (this.edgeLimitNum != UNLIMITED_NUM &&
+                this.edgeLimitNum < count) {
+                count = this.edgeLimitNum;
+            }
+
             Edges edges = this.graphFactory.createEdges(count);
             if (this.frequency == EdgeFrequency.SINGLE) {
                 for (int i = 0; i < count; i++) {
                     Edge edge = this.graphFactory.createEdge();
                     // Only use targetId as subKey, use props as subValue
-                    boolean inv = (in.readByte() == 1) ? true : false;
+                    boolean inv = (in.readByte() == 1);
                     edge.targetId(StreamGraphInput.readId(in));
                     // Read subValue
                     edge.id(StreamGraphInput.readId(in));
@@ -230,7 +246,7 @@ private Edges readEdges(RandomAccessInput in) {
                 for (int i = 0; i < count; i++) {
                     Edge edge = this.graphFactory.createEdge();
                     // Use label + targetId as subKey, use props as subValue
-                    boolean inv = (in.readByte() == 1) ? true : false;
+                    boolean inv = (in.readByte() == 1);
                     edge.label(StreamGraphInput.readLabel(in));
                     edge.targetId(StreamGraphInput.readId(in));
                     // Read subValue
@@ -248,7 +264,7 @@ private Edges readEdges(RandomAccessInput in) {
                      * Use label + sortValues + targetId as subKey,
                      * use properties as subValue
                      */
-                    boolean inv = (in.readByte() == 1) ? true : false;
+                    boolean inv = (in.readByte() == 1);
                     edge.label(StreamGraphInput.readLabel(in));
                     edge.name(StreamGraphInput.readLabel(in));
                     edge.targetId(StreamGraphInput.readId(in));
diff --git a/computer-core/src/main/java/com/baidu/hugegraph/computer/core/config/ComputerOptions.java b/computer-core/src/main/java/com/baidu/hugegraph/computer/core/config/ComputerOptions.java
index 5414d2287..6933c2430 100644
--- a/computer-core/src/main/java/com/baidu/hugegraph/computer/core/config/ComputerOptions.java
+++ b/computer-core/src/main/java/com/baidu/hugegraph/computer/core/config/ComputerOptions.java
@@ -175,6 +175,16 @@ public static synchronized ComputerOptions instance() {
                     200
             );
 
+    public static final ConfigOption<Integer> INPUT_LIMIT_EDGES_IN_ONE_VERTEX =
+            new ConfigOption<>(
+                    "input.limit_edges_in_one_vertex",
+                    "The maximum number of adjacent edges allowed to be " +
+                    "attached to a vertex, the adjacent edges will be " +
+                    "stored and transferred together as a batch unit.",
+                    disallowEmpty(),
+                    -1
+            );
+
     public static final ConfigOption<Integer> SORT_THREAD_NUMS =
             new ConfigOption<>(
                     "sort.thread_nums",