diff --git a/source/libs/executor/inc/executorimpl.h b/source/libs/executor/inc/executorimpl.h
index b62ff2bef1..f8a7ab330f 100644
--- a/source/libs/executor/inc/executorimpl.h
+++ b/source/libs/executor/inc/executorimpl.h
@@ -737,6 +737,9 @@ typedef struct STimeSliceOperatorInfo {
   SInterval      interval;
   int64_t        current;
   SArray*        pPrevRow;      // SArray<SGroupValue>
+  SArray*        pNextRow;      // SArray<SGroupValue>
+  bool           isPrevRowSet;
+  bool           isNextRowSet;
   int32_t        fillType;      // fill type
   SColumn        tsCol;         // primary timestamp column
   SExprSupp      scalarSup;     // scalar calculation
diff --git a/source/libs/executor/src/timewindowoperator.c b/source/libs/executor/src/timewindowoperator.c
index b7868358f9..e7d9a8d8b2 100644
--- a/source/libs/executor/src/timewindowoperator.c
+++ b/source/libs/executor/src/timewindowoperator.c
@@ -2065,10 +2065,30 @@ static void doKeepPrevRows(STimeSliceOperatorInfo* pSliceInfo, const SSDataBlock
       memcpy(pkey->pData, val, pkey->bytes);
     }
   }
+
+  pSliceInfo->isPrevRowSet = true;
+}
+
+static void doKeepNextRows(STimeSliceOperatorInfo* pSliceInfo, const SSDataBlock* pBlock, int32_t rowIndex) {
+  int32_t numOfCols = taosArrayGetSize(pBlock->pDataBlock);
+  for (int32_t i = 0; i < numOfCols; ++i) {
+    SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i);
+
+    // null data should not be kept since it can not be used to perform interpolation
+    if (!colDataIsNull_s(pColInfoData, i)) {
+      SGroupKeys* pkey = taosArrayGet(pSliceInfo->pNextRow, i);
+
+      pkey->isNull = false;
+      char* val = colDataGetData(pColInfoData, rowIndex);
+      memcpy(pkey->pData, val, pkey->bytes);
+    }
+  }
+
+  pSliceInfo->isNextRowSet = true;
 }
 
 static void genInterpolationResult(STimeSliceOperatorInfo* pSliceInfo, SExprSupp* pExprSup, SSDataBlock* pBlock,
-                                   int32_t rowIndex, SSDataBlock* pResBlock) {
+                                   SSDataBlock* pResBlock) {
   int32_t rows = pResBlock->info.rows;
 
   // todo set the correct primary timestamp column
@@ -2144,6 +2164,10 @@ static void genInterpolationResult(STimeSliceOperatorInfo* pSliceInfo, SExprSupp
         break;
       }
       case TSDB_FILL_PREV: {
+        if (!pSliceInfo->isPrevRowSet) {
+          break;
+        }
+
         SGroupKeys* pkey = taosArrayGet(pSliceInfo->pPrevRow, srcSlot);
         colDataAppend(pDst, rows, pkey->pData, false);
         pResBlock->info.rows += 1;
@@ -2151,8 +2175,12 @@ static void genInterpolationResult(STimeSliceOperatorInfo* pSliceInfo, SExprSupp
       }
 
       case TSDB_FILL_NEXT: {
-        char* p = colDataGetData(pSrc, rowIndex);
-        colDataAppend(pDst, rows, p, colDataIsNull_s(pSrc, rowIndex));
+        if (!pSliceInfo->isNextRowSet) {
+          break;
+        }
+
+        SGroupKeys* pkey = taosArrayGet(pSliceInfo->pNextRow, srcSlot);
+        colDataAppend(pDst, rows, pkey->pData, false);
         pResBlock->info.rows += 1;
         break;
       }
@@ -2186,6 +2214,35 @@ static int32_t initPrevRowsKeeper(STimeSliceOperatorInfo* pInfo, SSDataBlock* pB
     taosArrayPush(pInfo->pPrevRow, &key);
   }
 
+  pInfo->isPrevRowSet = false;
+
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t initNextRowsKeeper(STimeSliceOperatorInfo* pInfo, SSDataBlock* pBlock) {
+  if (pInfo->pNextRow != NULL) {
+    return TSDB_CODE_SUCCESS;
+  }
+
+  pInfo->pNextRow = taosArrayInit(4, sizeof(SGroupKeys));
+  if (pInfo->pNextRow == NULL) {
+    return TSDB_CODE_OUT_OF_MEMORY;
+  }
+
+  int32_t numOfCols = taosArrayGetSize(pBlock->pDataBlock);
+  for (int32_t i = 0; i < numOfCols; ++i) {
+    SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, i);
+
+    SGroupKeys key = {0};
+    key.bytes = pColInfo->info.bytes;
+    key.type = pColInfo->info.type;
+    key.isNull = false;
+    key.pData = taosMemoryCalloc(1, pColInfo->info.bytes);
+    taosArrayPush(pInfo->pNextRow, &key);
+  }
+
+  pInfo->isNextRowSet = false;
+
   return TSDB_CODE_SUCCESS;
 }
 
@@ -2215,14 +2272,19 @@ static SSDataBlock* doTimeslice(SOperatorInfo* pOperator) {
 
   blockDataCleanup(pResBlock);
 
-  //int32_t numOfRows = 0;
   while (1) {
     SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
     if (pBlock == NULL) {
       break;
     }
 
-    int32_t code = initPrevRowsKeeper(pSliceInfo, pBlock);
+    int32_t code;
+    code = initPrevRowsKeeper(pSliceInfo, pBlock);
+    if (code != TSDB_CODE_SUCCESS) {
+      longjmp(pTaskInfo->env, code);
+    }
+
+    code = initNextRowsKeeper(pSliceInfo, pBlock);
     if (code != TSDB_CODE_SUCCESS) {
       longjmp(pTaskInfo->env, code);
     }
@@ -2244,7 +2306,6 @@ static SSDataBlock* doTimeslice(SOperatorInfo* pOperator) {
           SColumnInfoData* pDst = taosArrayGet(pResBlock->pDataBlock, dstSlot);
 
           char* v = colDataGetData(pSrc, i);
-          //colDataAppend(pDst, numOfRows, v, false);
           colDataAppend(pDst, pResBlock->info.rows, v, false);
         }
 
@@ -2262,11 +2323,16 @@ static SSDataBlock* doTimeslice(SOperatorInfo* pOperator) {
           break;
         }
       } else if (ts < pSliceInfo->current) {
+        // in case interpolation window starts and ends between two datapoints, fill(prev) need to interpolate
+        doKeepPrevRows(pSliceInfo, pBlock, i);
+
         if (i < pBlock->info.rows - 1) {
+          // in case interpolation window starts and ends between two datapoints, fill(next) need to interpolate
+          doKeepNextRows(pSliceInfo, pBlock, i + 1);
           int64_t nextTs = *(int64_t*)colDataGetData(pTsCol, i + 1);
           if (nextTs > pSliceInfo->current) {
             while (pSliceInfo->current < nextTs && pSliceInfo->current <= pSliceInfo->win.ekey) {
-              genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, i, pResBlock);
+              genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, pResBlock);
               pSliceInfo->current =
                   taosTimeAdd(pSliceInfo->current, pInterval->interval, pInterval->intervalUnit, pInterval->precision);
               if (pResBlock->info.rows >= pResBlock->info.capacity) {
@@ -2285,8 +2351,11 @@ static SSDataBlock* doTimeslice(SOperatorInfo* pOperator) {
           doKeepPrevRows(pSliceInfo, pBlock, i);
         }
       } else {  // ts > pSliceInfo->current
+        // in case interpolation window starts and ends between two datapoints, fill(next) need to interpolate
+        doKeepNextRows(pSliceInfo, pBlock, i);
+
         while (pSliceInfo->current < ts && pSliceInfo->current <= pSliceInfo->win.ekey) {
-          genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, i, pResBlock);
+          genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, pResBlock);
           pSliceInfo->current =
               taosTimeAdd(pSliceInfo->current, pInterval->interval, pInterval->intervalUnit, pInterval->precision);
           if (pResBlock->info.rows >= pResBlock->info.capacity) {
@@ -2326,9 +2395,10 @@ static SSDataBlock* doTimeslice(SOperatorInfo* pOperator) {
       }
     }
 
-    //check if need to interpolate after ts range
-    while (pSliceInfo->current <= pSliceInfo->win.ekey) {
-      genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, pBlock->info.rows - 1, pResBlock);
+    // check if need to interpolate after ts range
+    // except for fill(next)
+    while (pSliceInfo->current <= pSliceInfo->win.ekey && pSliceInfo->fillType != TSDB_FILL_NEXT) {
+      genInterpolationResult(pSliceInfo, &pOperator->exprSupp, pBlock, pResBlock);
       pSliceInfo->current =
           taosTimeAdd(pSliceInfo->current, pInterval->interval, pInterval->intervalUnit, pInterval->precision);
       if (pResBlock->info.rows >= pResBlock->info.capacity) {