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new 90a29fce07 🔄 synced local 'docs/benchmarks/' with remote
'docs/benchmarks/'
90a29fce07 is described below
commit 90a29fce071bee03c0972516addf59ae268a60d3
Author: chaokunyang <[email protected]>
AuthorDate: Fri Feb 6 11:31:21 2026 +0000
🔄 synced local 'docs/benchmarks/' with remote 'docs/benchmarks/'
---
docs/benchmarks/cpp/README.md | 4 +-
docs/benchmarks/java/README.md | 239 +++++++++++++++++++++
.../java/data/jmh-jdk-11-deserialization.csv | 153 +++++++++++++
.../java/data/jmh-jdk-11-serialization.csv | 153 +++++++++++++
docs/benchmarks/java/data/jmh-jdk-11-zerocopy.csv | 73 +++++++
.../java/java_heap_deserialize_compatible.png | Bin 0 -> 99247 bytes
.../java/java_heap_deserialize_consistent.png | Bin 0 -> 107832 bytes
.../java/java_heap_serialize_compatible.png | Bin 0 -> 108196 bytes
.../java/java_heap_serialize_consistent.png | Bin 0 -> 106382 bytes
.../java/java_offheap_deserialize_compatible.png | Bin 0 -> 104602 bytes
.../java/java_offheap_deserialize_consistent.png | Bin 0 -> 108056 bytes
.../java/java_offheap_serialize_compatible.png | Bin 0 -> 119826 bytes
.../java/java_offheap_serialize_consistent.png | Bin 0 -> 121717 bytes
.../java/java_repo_deserialization_throughput.png | Bin 0 -> 116455 bytes
.../java/java_repo_serialization_throughput.png | Bin 0 -> 124190 bytes
.../benchmarks/java/java_zero_copy_deserialize.png | Bin 0 -> 98312 bytes
docs/benchmarks/java/java_zero_copy_serialize.png | Bin 0 -> 98680 bytes
docs/benchmarks/rust/README.md | 28 +--
18 files changed, 626 insertions(+), 24 deletions(-)
diff --git a/docs/benchmarks/cpp/README.md b/docs/benchmarks/cpp/README.md
index f64a16a710..1721869d80 100644
--- a/docs/benchmarks/cpp/README.md
+++ b/docs/benchmarks/cpp/README.md
@@ -26,9 +26,7 @@ python benchmark_report.py --json-file
build/benchmark_results.json --output-dir
## Benchmark Plots
-<p align="center">
-<img src="throughput.png" width="90%" />
-</p>
+
## Benchmark Results
diff --git a/docs/benchmarks/java/README.md b/docs/benchmarks/java/README.md
new file mode 100644
index 0000000000..59702a4c26
--- /dev/null
+++ b/docs/benchmarks/java/README.md
@@ -0,0 +1,239 @@
+# Java Benchmarks
+
+## System Environment
+
+- Operation System：4.9.151-015.x86_64
+- CPU：Intel(R) Xeon(R) Platinum 8163 CPU @ 2.50GHz
+- Byte Order：Little Endian
+- L1d cache： 32K
+- L1i cache：32K
+- L2 cache： 1024K
+- L3 cache： 33792K
+
+## JMH params
+
+Don't skip **warm up**, otherwise the results aren't accurate.
+
+```bash
+ -f 1 -wi 3 -i 3 -t 1 -w 2s -r 2s -rf cs
+```
+
+## Benchmark Data
+
+### Struct
+
+Struct is a class with 100 primitive fields:
+
+```java
+public class Struct {
+ public int f1;
+ public long f2;
+ public float f3;
+ public double f4;
+ // ...
+ public double f99;
+}
+```
+
+### Struct2
+
+Struct2 is a class with 100 boxed fields:
+
+```java
+public class Struct {
+ public Integer f1;
+ public Long f2;
+ public Float f3;
+ public Double f4;
+ // ...
+ public Double f99;
+}
+```
+
+### MediaContent
+
+MEDIA_CONTENT is a class from
[jvm-serializers](https://github.com/eishay/jvm-serializers/blob/master/tpc/src/data/media/MediaContent.java).
+
+### Sample
+
+SAMPLE is a class from [kryo
benchmark](https://github.com/EsotericSoftware/kryo/blob/master/benchmarks/src/main/java/com/esotericsoftware/kryo/benchmarks/data/Sample.java)
+
+## Benchmark Plots
+
+### Serialize to heap buffer
+
+Serialize data java byte array.
+
+#### Java schema consistent serialization
+
+The deserialization peer must have same class definition with the
serialization peer.
+No class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema compatible serialization
+
+The deserialization peer can have different class definition with the
serialization peer.
+Class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema consistent deserialization
+
+The deserialization peer must have same class definition with the
serialization peer.
+No class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema compatible deserialization
+
+The deserialization peer can have different class definition with the
serialization peer.
+Class forward/backward compatibility are supported in this mode.
+
+
+
+### Off-heap serialization
+
+Serialize data off-heap memory.
+
+#### Java schema consistent serialization
+
+The deserialization peer must have same class definition with the
serialization peer.
+No class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema compatible serialization
+
+The deserialization peer can have different class definition with the
serialization peer.
+Class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema consistent deserialization
+
+The deserialization peer must have same class definition with the
serialization peer.
+No class forward/backward compatibility are supported in this mode.
+
+
+
+#### Java schema compatible deserialization
+
+The deserialization peer can have different class definition with the
serialization peer.
+Class forward/backward compatibility are supported in this mode.
+
+
+
+### Zero-copy serialization
+
+Note that zero-copy serialization just avoid the copy in serialization, if you
send data to other machine, there may be copies.
+
+But if you serialize data between processes on same node and use
shared-memory, if the data are in off-heap before serialization, then other
processes can read this buffer without any copies.
+
+#### Java zero-copy serialize to heap buffer
+
+
+
+#### Java zero-copy serialize to direct buffer
+
+
+
+## Benchmark Data
+
+### Java Serialization
+
+| Benchmark | objectType | bufferType | references | Fory
| ForyMetaShared | Kryo | Fst | Hession | Jdk
| Protostuff |
+| ---------------------- | ------------- | ------------ | ---------- |
-------------- | --------------- | -------------- | ------------- |
------------- | ------------- | ------------- |
+| serialize | STRUCT | array | False |
7501415.567260 | | 558194.100861 | 882178.995727 |
258233.998931 | 155908.244240 | 330975.350403 |
+| serialize | STRUCT | array | True |
6264439.154428 | | 557542.628765 | 757753.756691 |
260845.209485 | 151258.539369 | |
+| serialize | STRUCT | directBuffer | False |
9834223.243204 | | 1078046.011115 | 807847.663261 |
266481.009225 | 154875.908438 | 340262.650047 |
+| serialize | STRUCT | directBuffer | True |
7551780.823133 | | 853350.408656 | 762088.935404 |
261762.594966 | 156404.686214 | |
+| serialize | STRUCT2 | array | False |
3586126.623874 | | 325172.969175 | 371762.982661 |
56056.080075 | 36846.049162 | 322563.440433 |
+| serialize | STRUCT2 | array | True |
3306474.506382 | | 259863.332448 | 380638.700267 |
60038.879790 | 38183.705811 | |
+| serialize | STRUCT2 | directBuffer | False |
2643155.135327 | | 355688.882786 | 365317.705376 |
55924.319442 | 37444.967981 | 325093.716261 |
+| serialize | STRUCT2 | directBuffer | True |
2391110.083108 | | 338960.426033 | 370851.880711 |
56674.065604 | 35798.679246 | |
+| serialize | MEDIA_CONTENT | array | False |
3031642.924542 | | 730792.521676 | 751892.023189 |
367782.358049 | 137989.198821 | 780618.761219 |
+| serialize | MEDIA_CONTENT | array | True |
2250384.600246 | | 445251.084327 | 583859.907758 |
329427.470680 | 140260.668888 | |
+| serialize | MEDIA_CONTENT | directBuffer | False |
2479862.129632 | | 608972.517580 | 728001.080250 |
372477.138150 | 138567.623369 | 805941.345157 |
+| serialize | MEDIA_CONTENT | directBuffer | True |
1938527.588331 | | 359875.473951 | 595679.580108 |
353376.085025 | 140158.673910 | |
+| serialize | SAMPLE | array | False |
3570966.469087 | | 1105365.931217 | 915907.574306 |
220386.502846 | 118374.836631 | 663272.710783 |
+| serialize | SAMPLE | array | True |
1767693.835090 | | 734215.482291 | 731869.156376 |
192414.014211 | 119858.140625 | |
+| serialize | SAMPLE | directBuffer | False |
3684487.760591 | | 1376560.302168 | 902302.261168 |
220981.308085 | 118273.584257 | 693641.589806 |
+| serialize | SAMPLE | directBuffer | True |
1826456.709478 | | 932887.968348 | 723614.066770 |
211949.960255 | 108263.040839 | |
+| serialize_compatible | STRUCT | array | False |
3530406.108869 | 9204444.777172 | 145964.199559 | |
258650.663523 | | |
+| serialize_compatible | STRUCT | array | True |
3293059.098127 | 7064625.291374 | 136180.832879 | |
263564.913879 | | |
+| serialize_compatible | STRUCT | directBuffer | False |
2653169.568374 | 11650229.648715 | 106695.800225 | |
249221.452137 | | |
+| serialize_compatible | STRUCT | directBuffer | True |
2393817.762938 | 8702412.752357 | 106458.212005 | |
263623.143601 | | |
+| serialize_compatible | STRUCT2 | array | False |
2773368.997680 | 2575824.143864 | 125807.748004 | |
58509.125342 | | |
+| serialize_compatible | STRUCT2 | array | True |
2564174.550276 | 3543082.528217 | 114983.546343 | |
55552.977735 | | |
+| serialize_compatible | STRUCT2 | directBuffer | False |
1912402.937879 | 2714748.572248 | 92130.672361 | |
58908.567439 | | |
+| serialize_compatible | STRUCT2 | directBuffer | True |
1848338.968058 | 1866073.031851 | 88989.724768 | |
55524.373547 | | |
+| serialize_compatible | MEDIA_CONTENT | array | False |
1679272.036223 | 2992288.235281 | 188911.259146 | |
377195.903772 | | |
+| serialize_compatible | MEDIA_CONTENT | array | True |
1406736.538716 | 2058738.716953 | 145782.916427 | |
351657.879556 | | |
+| serialize_compatible | MEDIA_CONTENT | directBuffer | False |
1710680.937387 | 2291443.556971 | 185363.714829 | |
371729.727192 | | |
+| serialize_compatible | MEDIA_CONTENT | directBuffer | True |
1149999.473994 | 1804349.244125 | 142836.961878 | |
343834.954942 | | |
+| serialize_compatible | SAMPLE | array | False |
3604596.465625 | 4409055.687063 | 378907.663184 | |
234454.975158 | | |
+| serialize_compatible | SAMPLE | array | True |
1619648.337293 | 1840705.439334 | 320815.567701 | |
206174.173039 | | |
+| serialize_compatible | SAMPLE | directBuffer | False |
3484533.218305 | 5043538.364886 | 296102.615094 | |
194761.224263 | | |
+| serialize_compatible | SAMPLE | directBuffer | True |
1730822.630648 | 1859289.705838 | 276757.392449 | |
212840.483308 | | |
+| deserialize | STRUCT | array | False |
4595230.434552 | | 607750.343557 | 357887.235311 |
84709.108821 | 29603.066599 | 517381.168594 |
+| deserialize | STRUCT | array | True |
4634753.596131 | | 552802.227807 | 353480.554035 |
91050.370224 | 29727.744196 | |
+| deserialize | STRUCT | directBuffer | False |
5012002.859236 | | 910534.169114 | 352441.597147 |
91151.633583 | 28717.004518 | 538922.947147 |
+| deserialize | STRUCT | directBuffer | True |
4864329.316938 | | 914404.107564 | 334574.303484 |
91037.205901 | 29549.998286 | |
+| deserialize | STRUCT2 | array | False |
1126298.359550 | | 275984.042401 | 280131.091068 |
69758.767783 | 14888.805111 | 416212.973861 |
+| deserialize | STRUCT2 | array | True |
1046649.083082 | | 222710.554833 | 260649.308016 |
68616.029248 | 14034.100664 | |
+| deserialize | STRUCT2 | directBuffer | False |
1117586.457565 | | 319247.256793 | 262519.858810 |
66866.108653 | 14652.043788 | 425523.315814 |
+| deserialize | STRUCT2 | directBuffer | True |
1018277.848128 | | 249105.828416 | 234973.637096 |
65338.345185 | 14425.886048 | |
+| deserialize | MEDIA_CONTENT | array | False |
2054066.903469 | | 577631.234369 | 363455.785182 |
118156.072284 | 38536.250402 | 951662.019963 |
+| deserialize | MEDIA_CONTENT | array | True |
1507767.206603 | | 365530.417232 | 304371.728638 |
120016.594171 | 38957.191090 | |
+| deserialize | MEDIA_CONTENT | directBuffer | False |
1502746.028159 | | 389473.174523 | 311691.658687 |
111067.942626 | 40512.632076 | 964664.641598 |
+| deserialize | MEDIA_CONTENT | directBuffer | True |
1290593.975753 | | 306995.220799 | 251820.171513 |
121820.821260 | 37030.594632 | |
+| deserialize | SAMPLE | array | False |
2069988.624415 | | 979173.981159 | 473409.796491 |
119471.518388 | 29309.573998 | 619338.385412 |
+| deserialize | SAMPLE | array | True |
1797942.442313 | | 716438.884369 | 428315.502365 |
121106.002978 | 27466.003923 | |
+| deserialize | SAMPLE | directBuffer | False |
2229791.078395 | | 983538.936801 | 441027.550809 |
117806.916589 | 28128.457935 | 624804.978534 |
+| deserialize | SAMPLE | directBuffer | True |
1958815.397807 | | 762889.302732 | 420523.770904 |
121940.783597 | 28221.014735 | |
+| deserialize_compatible | STRUCT | array | False |
2110335.039275 | 4978833.206806 | 78771.635309 | |
88617.486795 | | |
+| deserialize_compatible | STRUCT | array | True |
2135681.982674 | 4807963.882520 | 72805.937649 | |
90206.654212 | | |
+| deserialize_compatible | STRUCT | directBuffer | False |
1596464.248141 | 5149070.657830 | 58574.904225 | |
89580.561575 | | |
+| deserialize_compatible | STRUCT | directBuffer | True |
1684681.074242 | 5137500.621288 | 60685.320299 | |
84407.472531 | | |
+| deserialize_compatible | STRUCT2 | array | False |
849507.176263 | 1201998.142474 | 60602.285743 | |
63703.763814 | | |
+| deserialize_compatible | STRUCT2 | array | True |
815120.319155 | 1058423.614156 | 62729.908347 | |
69521.573119 | | |
+| deserialize_compatible | STRUCT2 | directBuffer | False |
784036.589363 | 1131212.586953 | 54637.329134 | |
69342.030965 | | |
+| deserialize_compatible | STRUCT2 | directBuffer | True |
782679.662083 | 1089162.408165 | 51761.569591 | |
68542.055543 | | |
+| deserialize_compatible | MEDIA_CONTENT | array | False |
1441671.706320 | 2279742.810882 | 180882.860363 | |
121619.090797 | | |
+| deserialize_compatible | MEDIA_CONTENT | array | True |
1121136.039627 | 1623938.202345 | 154311.211540 | |
119994.104050 | | |
+| deserialize_compatible | MEDIA_CONTENT | directBuffer | False |
1256034.732514 | 1718098.363961 | 134485.160300 | |
107594.474890 | | |
+| deserialize_compatible | MEDIA_CONTENT | directBuffer | True |
1054942.751816 | 1333345.536684 | 119311.787329 | |
116531.023438 | | |
+| deserialize_compatible | SAMPLE | array | False |
2296046.895861 | 2485564.396196 | 255086.928308 | |
121898.105768 | | |
+| deserialize_compatible | SAMPLE | array | True |
1834139.395757 | 2002938.794909 | 238811.995510 | |
121297.485903 | | |
+| deserialize_compatible | SAMPLE | directBuffer | False |
2308111.633661 | 2289261.533644 | 201993.787890 | |
124044.417439 | | |
+| deserialize_compatible | SAMPLE | directBuffer | True |
1820490.585648 | 1927548.827586 | 174534.710870 | |
120276.449497 | | |
+
+### Java Zero-copy
+
+| Benchmark | array_size | bufferType | dataType | Fory |
Kryo | Fst |
+| ----------- | ---------- | ------------ | --------------- | -------------- |
-------------- | -------------- |
+| serialize | 200 | array | BUFFER | 5123572.914045 |
1985187.977633 | 2400193.220466 |
+| serialize | 200 | array | PRIMITIVE_ARRAY | 8297232.942927 |
147342.606262 | 313986.053417 |
+| serialize | 200 | directBuffer | BUFFER | 5400346.890126 |
1739454.519770 | 2282550.111756 |
+| serialize | 200 | directBuffer | PRIMITIVE_ARRAY | 8335248.350301 |
972683.763633 | 294132.218623 |
+| serialize | 1000 | array | BUFFER | 4979590.929127 |
1616159.671230 | 1805557.477810 |
+| serialize | 1000 | array | PRIMITIVE_ARRAY | 8772856.921028 |
31395.721514 | 67209.107012 |
+| serialize | 1000 | directBuffer | BUFFER | 5376191.775007 |
1377272.568510 | 1644789.427010 |
+| serialize | 1000 | directBuffer | PRIMITIVE_ARRAY | 8207563.785251 |
209183.090868 | 66108.014322 |
+| serialize | 5000 | array | BUFFER | 5018916.322770 |
711287.533377 | 811029.402136 |
+| serialize | 5000 | array | PRIMITIVE_ARRAY | 8027439.580226 |
6248.006967 | 14997.400124 |
+| serialize | 5000 | directBuffer | BUFFER | 5330897.682960 |
707092.956534 | 477148.540850 |
+| serialize | 5000 | directBuffer | PRIMITIVE_ARRAY | 7695981.988316 |
43565.678616 | 15000.378818 |
+| deserialize | 200 | array | BUFFER | 3302149.383135 |
1296284.787720 | 657754.887247 |
+| deserialize | 200 | array | PRIMITIVE_ARRAY | 986136.067809 |
146675.360652 | 219333.990504 |
+| deserialize | 200 | directBuffer | BUFFER | 3113115.471758 |
1004844.498712 | 598421.278941 |
+| deserialize | 200 | directBuffer | PRIMITIVE_ARRAY | 991807.969328 |
518713.299422 | 179604.045774 |
+| deserialize | 1000 | array | BUFFER | 2831942.848999 |
721266.541130 | 422147.154601 |
+| deserialize | 1000 | array | PRIMITIVE_ARRAY | 205671.992736 |
30409.835023 | 53100.903684 |
+| deserialize | 1000 | directBuffer | BUFFER | 3397690.327371 |
592972.713203 | 298929.116572 |
+| deserialize | 1000 | directBuffer | PRIMITIVE_ARRAY | 202275.242341 |
112132.004609 | 38572.001768 |
+| deserialize | 5000 | array | BUFFER | 3296658.120035 |
147251.846111 | 136934.604328 |
+| deserialize | 5000 | array | PRIMITIVE_ARRAY | 40312.590172 |
6122.351228 | 10672.872798 |
+| deserialize | 5000 | directBuffer | BUFFER | 3284441.570594 |
148614.476829 | 77950.612503 |
+| deserialize | 5000 | directBuffer | PRIMITIVE_ARRAY | 40413.743717 |
21826.040410 | 8561.694533 |
diff --git a/docs/benchmarks/java/data/jmh-jdk-11-deserialization.csv
b/docs/benchmarks/java/data/jmh-jdk-11-deserialization.csv
new file mode 100644
index 0000000000..98760a4721
--- /dev/null
+++ b/docs/benchmarks/java/data/jmh-jdk-11-deserialization.csv
@@ -0,0 +1,153 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error
(99.9%)","Unit","Param: bufferType","Param: objectType","Param: references"
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,473409.796491,250793.361170,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,428315.502365,191770.682411,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,363455.785182,44717.666948,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,304371.728638,74831.791688,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,357887.235311,218092.594151,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,353480.554035,229239.505256,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,280131.091068,89472.347221,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,260649.308016,165597.762734,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,441027.550809,321712.847983,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,420523.770904,122531.658151,"ops/s",directBuffer,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,311691.658687,185300.664992,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,251820.171513,894743.730727,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,352441.597147,109488.413174,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,334574.303484,89858.329407,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,262519.858810,138990.948859,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fst_deserialize","thrpt",1,3,234973.637096,568162.582389,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fory_deserialize","thrpt",1,3,2069988.624415,1501625.089719,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fory_deserialize","thrpt",1,3,1797942.442313,3541577.357052,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeDeserializeSuite.fory_deserialize","thrpt",1,3,2054066.903469,3314161.094630,"ops/s",array,MEDIA_CONTENT,false
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diff --git a/docs/benchmarks/java/data/jmh-jdk-11-serialization.csv
b/docs/benchmarks/java/data/jmh-jdk-11-serialization.csv
new file mode 100644
index 0000000000..2e985751a7
--- /dev/null
+++ b/docs/benchmarks/java/data/jmh-jdk-11-serialization.csv
@@ -0,0 +1,153 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error
(99.9%)","Unit","Param: bufferType","Param: objectType","Param: references"
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,915907.574306,87627.907529,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,731869.156376,37845.555465,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,751892.023189,174327.010719,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,583859.907758,320047.618377,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,882178.995727,294884.724923,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,757753.756691,605180.489112,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,371762.982661,80513.482138,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,380638.700267,101974.434105,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,902302.261168,474054.277143,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,723614.066770,77429.645491,"ops/s",directBuffer,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,728001.080250,75699.111305,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,595679.580108,117269.848918,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,807847.663261,67842.801069,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,762088.935404,575559.070335,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,365317.705376,138313.634773,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fst_serialize","thrpt",1,3,370851.880711,66834.323719,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,3570966.469087,152949.902180,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,1767693.835090,263146.035836,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,3031642.924542,567213.986117,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,2250384.600246,529709.299207,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,7501415.567260,6672023.542025,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,6264439.154428,976363.317001,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,3586126.623874,1966282.728305,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,3306474.506382,869558.338568,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,3684487.760591,882227.920611,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,1826456.709478,1377648.673630,"ops/s",directBuffer,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,2479862.129632,1498299.302699,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,1938527.588331,148125.034055,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,9834223.243204,5284494.290641,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,7551780.823133,744016.111639,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,2643155.135327,200764.008652,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize","thrpt",1,3,2391110.083108,2608567.411194,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,3604596.465625,1232634.245435,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1619648.337293,212055.067245,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1679272.036223,788041.322785,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1406736.538716,263608.222325,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,3530406.108869,3125642.741982,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,3293059.098127,96940.669016,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,2773368.997680,503239.905176,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,2564174.550276,978139.792610,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,3484533.218305,476583.192148,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1730822.630648,410016.597939,"ops/s",directBuffer,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1710680.937387,307207.222026,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1149999.473994,140915.968294,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,2653169.568374,535312.987476,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,2393817.762938,380997.375838,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1912402.937879,284090.793301,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.fory_serialize_compatible","thrpt",1,3,1848338.968058,108311.846780,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,4409055.687063,112740.443049,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,1840705.439334,516764.580627,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,2992288.235281,867622.163323,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,2058738.716953,2388681.798594,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,9204444.777172,1526628.258403,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,7064625.291374,2655795.498346,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,2575824.143864,2216634.295140,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,3543082.528217,393858.603613,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,5043538.364886,2797987.191909,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,1859289.705838,366893.710607,"ops/s",directBuffer,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,2291443.556971,3167882.958411,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,1804349.244125,481995.792041,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,11650229.648715,1101289.207239,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,8702412.752357,1116617.972427,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,2714748.572248,284462.787825,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.forymetashared_serialize_compatible","thrpt",1,3,1866073.031851,1521156.537508,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,220386.502846,60892.430853,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,192414.014211,34217.359956,"ops/s",array,SAMPLE,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,367782.358049,54538.846197,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,329427.470680,530871.650379,"ops/s",array,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,258233.998931,145299.453488,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,260845.209485,90601.426407,"ops/s",array,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,56056.080075,3919.171009,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,60038.879790,6808.083631,"ops/s",array,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,220981.308085,153633.380796,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,211949.960255,231322.136517,"ops/s",directBuffer,SAMPLE,true
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+"org.apache.fory.benchmark.UserTypeSerializeSuite.hession_serialize","thrpt",1,3,56674.065604,2667.957614,"ops/s",directBuffer,STRUCT2,true
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+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,185363.714829,121440.885632,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,142836.961878,12450.918452,"ops/s",directBuffer,MEDIA_CONTENT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,106695.800225,13463.570576,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,106458.212005,2994.065295,"ops/s",directBuffer,STRUCT,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,92130.672361,9515.661170,"ops/s",directBuffer,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.kryo_serialize_compatible","thrpt",1,3,88989.724768,9379.338279,"ops/s",directBuffer,STRUCT2,true
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,663272.710783,522116.492895,"ops/s",array,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,780618.761219,406063.945348,"ops/s",array,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,330975.350403,196475.862643,"ops/s",array,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,322563.440433,201276.713653,"ops/s",array,STRUCT2,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,693641.589806,43883.803566,"ops/s",directBuffer,SAMPLE,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,805941.345157,91281.699006,"ops/s",directBuffer,MEDIA_CONTENT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,340262.650047,152117.387028,"ops/s",directBuffer,STRUCT,false
+"org.apache.fory.benchmark.UserTypeSerializeSuite.protostuff_serialize","thrpt",1,3,325093.716261,56485.972228,"ops/s",directBuffer,STRUCT2,false
diff --git a/docs/benchmarks/java/data/jmh-jdk-11-zerocopy.csv
b/docs/benchmarks/java/data/jmh-jdk-11-zerocopy.csv
new file mode 100644
index 0000000000..503298291f
--- /dev/null
+++ b/docs/benchmarks/java/data/jmh-jdk-11-zerocopy.csv
@@ -0,0 +1,73 @@
+"Benchmark","Mode","Threads","Samples","Score","Score Error
(99.9%)","Unit","Param: array_size","Param: bufferType","Param:
dataType","Param: references"
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,219333.990504,40075.312705,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,657754.887247,408901.031753,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,179604.045774,45387.509931,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,598421.278941,135411.381215,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,53100.903684,17709.358858,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,422147.154601,528539.529166,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,38572.001768,24685.893533,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,298929.116572,135040.133488,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,10672.872798,11519.184075,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,136934.604328,19269.032565,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,8561.694533,2137.867210,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_deserialize","thrpt",1,3,77950.612503,83587.484192,"ops/s",5000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,313986.053417,29311.641179,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,2400193.220466,242732.420524,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,294132.218623,60640.778775,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,2282550.111756,93004.652618,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,67209.107012,5947.935958,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,1805557.477810,5232839.112456,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,66108.014322,16869.542536,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,1644789.427010,54907.475118,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,14997.400124,12425.308762,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,811029.402136,39593.863849,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,15000.378818,2219.583522,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fst_serialize","thrpt",1,3,477148.540850,34970.176073,"ops/s",5000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,986136.067809,274606.792449,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,3302149.383135,3166455.521704,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,991807.969328,296490.837932,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,3113115.471758,4861106.592529,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,205671.992736,127494.951753,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,2831942.848999,1720214.698856,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,202275.242341,56270.238293,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,3397690.327371,146058.097383,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,40312.590172,11836.614114,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,3296658.120035,2199676.238015,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,40413.743717,9893.735875,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_deserialize","thrpt",1,3,3284441.570594,998247.999163,"ops/s",5000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,8297232.942927,6613235.386482,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,5123572.914045,9342104.794019,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,8335248.350301,2796789.944593,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,5400346.890126,7654935.504676,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,8772856.921028,1984208.178343,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,4979590.929127,5568756.926202,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,8207563.785251,4153794.222735,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,5376191.775007,9167580.616022,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,8027439.580226,6148996.477681,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,5018916.322770,1424045.598203,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,7695981.988316,578662.201123,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.fory_serialize","thrpt",1,3,5330897.682960,8055585.038901,"ops/s",5000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,146675.360652,23502.675233,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,1296284.787720,297204.673569,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,518713.299422,600548.228171,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,1004844.498712,552313.083272,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,30409.835023,9562.322209,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,721266.541130,62426.822891,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,112132.004609,6625.327605,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,592972.713203,511777.226637,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,6122.351228,3021.683209,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,147251.846111,278375.379465,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,21826.040410,2246.004993,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_deserialize","thrpt",1,3,148614.476829,87146.409451,"ops/s",5000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,147342.606262,138864.952435,"ops/s",200,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,1985187.977633,70426.638387,"ops/s",200,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,972683.763633,604464.052899,"ops/s",200,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,1739454.519770,1053963.541481,"ops/s",200,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,31395.721514,3652.506399,"ops/s",1000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,1616159.671230,2722436.839807,"ops/s",1000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,209183.090868,25323.702489,"ops/s",1000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,1377272.568510,203974.331559,"ops/s",1000,directBuffer,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,6248.006967,783.226602,"ops/s",5000,array,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,711287.533377,86363.201941,"ops/s",5000,array,BUFFER,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,43565.678616,4221.267495,"ops/s",5000,directBuffer,PRIMITIVE_ARRAY,false
+"org.apache.fory.benchmark.ZeroCopySuite.kryo_serialize","thrpt",1,3,707092.956534,298737.951680,"ops/s",5000,directBuffer,BUFFER,false
diff --git a/docs/benchmarks/java/java_heap_deserialize_compatible.png
b/docs/benchmarks/java/java_heap_deserialize_compatible.png
new file mode 100644
index 0000000000..2865473dd3
Binary files /dev/null and
b/docs/benchmarks/java/java_heap_deserialize_compatible.png differ
diff --git a/docs/benchmarks/java/java_heap_deserialize_consistent.png
b/docs/benchmarks/java/java_heap_deserialize_consistent.png
new file mode 100644
index 0000000000..fff332e476
Binary files /dev/null and
b/docs/benchmarks/java/java_heap_deserialize_consistent.png differ
diff --git a/docs/benchmarks/java/java_heap_serialize_compatible.png
b/docs/benchmarks/java/java_heap_serialize_compatible.png
new file mode 100644
index 0000000000..d9e3db675d
Binary files /dev/null and
b/docs/benchmarks/java/java_heap_serialize_compatible.png differ
diff --git a/docs/benchmarks/java/java_heap_serialize_consistent.png
b/docs/benchmarks/java/java_heap_serialize_consistent.png
new file mode 100644
index 0000000000..065907ddbe
Binary files /dev/null and
b/docs/benchmarks/java/java_heap_serialize_consistent.png differ
diff --git a/docs/benchmarks/java/java_offheap_deserialize_compatible.png
b/docs/benchmarks/java/java_offheap_deserialize_compatible.png
new file mode 100644
index 0000000000..e7258a9231
Binary files /dev/null and
b/docs/benchmarks/java/java_offheap_deserialize_compatible.png differ
diff --git a/docs/benchmarks/java/java_offheap_deserialize_consistent.png
b/docs/benchmarks/java/java_offheap_deserialize_consistent.png
new file mode 100644
index 0000000000..b84e279e38
Binary files /dev/null and
b/docs/benchmarks/java/java_offheap_deserialize_consistent.png differ
diff --git a/docs/benchmarks/java/java_offheap_serialize_compatible.png
b/docs/benchmarks/java/java_offheap_serialize_compatible.png
new file mode 100644
index 0000000000..3f1f5821c2
Binary files /dev/null and
b/docs/benchmarks/java/java_offheap_serialize_compatible.png differ
diff --git a/docs/benchmarks/java/java_offheap_serialize_consistent.png
b/docs/benchmarks/java/java_offheap_serialize_consistent.png
new file mode 100644
index 0000000000..98d0582af4
Binary files /dev/null and
b/docs/benchmarks/java/java_offheap_serialize_consistent.png differ
diff --git a/docs/benchmarks/java/java_repo_deserialization_throughput.png
b/docs/benchmarks/java/java_repo_deserialization_throughput.png
new file mode 100644
index 0000000000..21bf2b45df
Binary files /dev/null and
b/docs/benchmarks/java/java_repo_deserialization_throughput.png differ
diff --git a/docs/benchmarks/java/java_repo_serialization_throughput.png
b/docs/benchmarks/java/java_repo_serialization_throughput.png
new file mode 100644
index 0000000000..dfff16eec0
Binary files /dev/null and
b/docs/benchmarks/java/java_repo_serialization_throughput.png differ
diff --git a/docs/benchmarks/java/java_zero_copy_deserialize.png
b/docs/benchmarks/java/java_zero_copy_deserialize.png
new file mode 100644
index 0000000000..03acaa38b3
Binary files /dev/null and
b/docs/benchmarks/java/java_zero_copy_deserialize.png differ
diff --git a/docs/benchmarks/java/java_zero_copy_serialize.png
b/docs/benchmarks/java/java_zero_copy_serialize.png
new file mode 100644
index 0000000000..e1be0893bd
Binary files /dev/null and b/docs/benchmarks/java/java_zero_copy_serialize.png
differ
diff --git a/docs/benchmarks/rust/README.md b/docs/benchmarks/rust/README.md
index 8345165015..60e2e7b3a5 100644
--- a/docs/benchmarks/rust/README.md
+++ b/docs/benchmarks/rust/README.md
@@ -25,45 +25,31 @@ python benchmark_report.py --log-file cargo_bench.log
--output-dir=report_output
**company**
-<p align="center">
-<img src="company.png" width="90%" />
-</p>
+
**ecommerce_data**
-<p align="center">
-<img src="ecommerce_data.png" width="90%" />
-</p>
+
**person**
-<p align="center">
-<img src="person.png" width="90%" />
-</p>
+
**simple_list**
-<p align="center">
-<img src="simple_list.png" width="90%" />
-</p>
+
**simple_map**
-<p align="center">
-<img src="simple_map.png" width="90%" />
-</p>
+
**simple_struct**
-<p align="center">
-<img src="simple_struct.png" width="90%" />
-</p>
+
**system_data**
-<p align="center">
-<img src="system_data.png" width="90%" />
-</p>
+
### Serialize Results
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