diff --git a/README.md b/README.md
index 8780217..3e410ad 100644
--- a/README.md
+++ b/README.md
@@ -3,3 +3,9 @@
 A source code for the article "Scala Serialization" at [medium](https://medium.com/@dkomanov/scala-serialization-419d175c888a).
 
 Recent charts for the article is at https://dkomanov.github.io/scala-serialization/.
+
+To build and run benchmarks use the following command:
+
+```sbt
+sbt clean 'scala-serialization-test/jmh:run -prof gc -rf json -rff jmh-result.json .*'
+```
diff --git a/build.sbt b/build.sbt
new file mode 100644
index 0000000..c3b1ccf
--- /dev/null
+++ b/build.sbt
@@ -0,0 +1,59 @@
+lazy val commonSettings = Seq(
+  organization := "com.komanov",
+  organizationHomepage := Some(url("https://komanov.com")),
+  homepage := Some(url("https://dkomanov.github.io/scala-serialization/")),
+  licenses := Seq(("MIT License", url("https://opensource.org/licenses/mit-license.html"))),
+  startYear := Some(2016),
+  scalaVersion := "2.11.12",
+  resolvers += Resolver.bintrayRepo("evolutiongaming", "maven"),
+  scalacOptions ++= Seq(
+    "-deprecation",
+    "-feature",
+    "-Xmax-classfile-name", "240",
+    //"-Xmacro-settings:print-serializers" //to log sources of serializaer which are generated by kryo-macros
+    //"-Xmacro-settings:print-codecs" //to log sources of codecs which are generated by jsoniter-scala
+  )
+)
+
+lazy val `scala-serialization-all` = project.in(file("."))
+  .aggregate(`scala-serialization`, `scala-serialization-test`)
+
+lazy val `scala-serialization` = project
+  .settings(commonSettings: _*)
+  .settings(
+    fork in Test := true,
+    libraryDependencies ++= Seq(
+      "com.twitter" %% "util-core" % "18.3.0",
+      "commons-io" % "commons-io" % "2.6",
+      "com.evolutiongaming" %% "kryo-macros" % "1.1.8",
+      "com.github.plokhotnyuk.jsoniter-scala" %% "macros" % "0.22.2",
+      "com.fasterxml.jackson.core" % "jackson-databind" % "2.9.5",
+      "com.fasterxml.jackson.core" % "jackson-core" % "2.9.5",
+      "com.fasterxml.jackson.dataformat" % "jackson-dataformat-cbor" % "2.9.5",
+      "com.fasterxml.jackson.dataformat" % "jackson-dataformat-smile" % "2.9.5",
+      "com.fasterxml.jackson.module" %% "jackson-module-scala" % "2.9.5",
+      "com.google.protobuf" % "protobuf-java" % "3.0.0",
+      "com.trueaccord.scalapb" %% "scalapb-runtime" % "0.5.45",
+      "org.scala-lang.modules" %% "scala-pickling" % "0.11.0-M2",
+      "io.suzaku" %% "boopickle" % "1.2.6",
+      "com.twitter" %% "chill" % "0.9.2",
+      "com.esotericsoftware" % "kryo-shaded" % "4.0.1", //for chill (should match with version for kryo-macros dependencies)
+      "org.apache.thrift" % "libthrift" % "0.11.0",
+      "org.slf4j" % "slf4j-simple" % "1.7.21", //for thrift
+      "com.twitter" %% "scrooge-core" % "18.3.0",
+      "org.specs2" %% "specs2-core" % "3.8.3" % Test,
+      "org.specs2" %% "specs2-matcher-extra" % "3.8.3" % Test,
+      "org.specs2" %% "specs2-mock" % "3.8.3" % Test,
+      "org.specs2" %% "specs2-junit" % "3.8.3" % Test
+    )
+  )
+
+lazy val `scala-serialization-test` = project
+  .dependsOn(`scala-serialization`)
+  .enablePlugins(JmhPlugin)
+  .settings(commonSettings: _*)
+  .settings(
+    libraryDependencies ++= Seq(
+      "pl.project13.scala" % "sbt-jmh-extras" % "0.3.3"
+    )
+  )
diff --git a/pom.xml b/pom.xml
index 49e49e9..5d3265a 100644
--- a/pom.xml
+++ b/pom.xml
@@ -14,7 +14,7 @@
 
     <properties>
         <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
-        <jmh.version>1.12</jmh.version>
+        <jmh.version>1.20</jmh.version>
         <jmh.generator>default</jmh.generator>
         <javac.target>1.8</javac.target>
         <uberjar.name>benchmarks</uberjar.name>
@@ -26,6 +26,11 @@
             <name>Scala-tools Maven2 Repository</name>
             <url>http://scala-tools.org/repo-releases</url>
         </repository>
+        <repository>
+            <id>bintray-evolutiongaming-maven</id>
+            <name>EvolutionGaming Bintray Repository</name>
+            <url>https://dl.bintray.com/evolutiongaming/maven</url>
+        </repository>
     </repositories>
 
     <pluginRepositories>
diff --git a/project/build.properties b/project/build.properties
new file mode 100644
index 0000000..31334bb
--- /dev/null
+++ b/project/build.properties
@@ -0,0 +1 @@
+sbt.version=1.1.1
diff --git a/project/plugins.sbt b/project/plugins.sbt
new file mode 100644
index 0000000..495aeb0
--- /dev/null
+++ b/project/plugins.sbt
@@ -0,0 +1,2 @@
+addSbtPlugin("pl.project13.scala" % "sbt-jmh" % "0.3.3")
+addSbtPlugin("net.virtual-void" % "sbt-dependency-graph" % "0.9.0")
\ No newline at end of file
diff --git a/scala-serialization-test/src/main/scala/com/komanov/serialization/jmh/Benchmarks.scala b/scala-serialization-test/src/main/scala/com/komanov/serialization/jmh/Benchmarks.scala
index 1647121..a56233a 100644
--- a/scala-serialization-test/src/main/scala/com/komanov/serialization/jmh/Benchmarks.scala
+++ b/scala-serialization-test/src/main/scala/com/komanov/serialization/jmh/Benchmarks.scala
@@ -6,7 +6,7 @@ import com.komanov.serialization.converters._
 import com.komanov.serialization.domain.{EventProcessor, Site, SiteEvent}
 import org.openjdk.jmh.annotations._
 
-@State(Scope.Benchmark)
+@State(Scope.Thread) // Kryo modifies bytes during parsing, see: https://github.com/EsotericSoftware/kryo#threading
 @BenchmarkMode(Array(Mode.AverageTime))
 @OutputTimeUnit(TimeUnit.NANOSECONDS)
 @Fork(value = 1, jvmArgs = Array("-Xmx2G"))
@@ -229,7 +229,15 @@ abstract class BenchmarkBase(converter: MyConverter) {
 
 }
 
-class JsonBenchmark extends BenchmarkBase(JsonConverter)
+class KryoMacrosBenchmark extends BenchmarkBase(KryoMacrosConverter)
+
+class JsoniterScalaBenchmark extends BenchmarkBase(JsoniterScalaConverter)
+
+class JacksonCborBenchmark extends BenchmarkBase(JacksonCborConverter)
+
+class JacksonSmileBenchmark extends BenchmarkBase(JacksonSmileConverter)
+
+class JacksonJsonBenchmark extends BenchmarkBase(JacksonJsonConverter)
 
 class ScalaPbBenchmark extends BenchmarkBase(ScalaPbConverter)
 
diff --git a/scala-serialization/pom.xml b/scala-serialization/pom.xml
index 6e8a736..c20d312 100644
--- a/scala-serialization/pom.xml
+++ b/scala-serialization/pom.xml
@@ -18,43 +18,62 @@
         <dependency>
             <groupId>org.scala-lang</groupId>
             <artifactId>scala-library</artifactId>
-            <version>2.11.7</version>
+            <version>2.11.12</version>
         </dependency>
         <dependency>
             <groupId>com.twitter</groupId>
             <artifactId>util-core_2.11</artifactId>
-            <version>6.34.0</version>
+            <version>18.3.0</version>
         </dependency>
         <dependency>
             <groupId>commons-io</groupId>
             <artifactId>commons-io</artifactId>
-            <version>2.4</version>
+            <version>2.6</version>
+        </dependency>
+        <dependency>
+            <groupId>com.evolutiongaming</groupId>
+            <artifactId>kryo-macros_2.11</artifactId>
+            <version>1.1.8</version>
+        </dependency>
+        <dependency>
+            <groupId>com.github.plokhotnyuk.jsoniter-scala</groupId>
+            <artifactId>macros_2.11</artifactId>
+            <version>0.22.2</version>
         </dependency>
-
         <dependency>
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-databind</artifactId>
-            <version>2.7.3</version>
+            <version>2.9.5</version>
         </dependency>
         <dependency>
             <groupId>com.fasterxml.jackson.core</groupId>
             <artifactId>jackson-core</artifactId>
-            <version>2.7.3</version>
+            <version>2.9.5</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.dataformat</groupId>
+            <artifactId>jackson-dataformat-cbor</artifactId>
+            <version>2.9.5</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.dataformat</groupId>
+            <artifactId>jackson-dataformat-smile</artifactId>
+            <version>2.9.5</version>
         </dependency>
         <dependency>
             <groupId>com.fasterxml.jackson.module</groupId>
             <artifactId>jackson-module-scala_2.11</artifactId>
-            <version>2.7.3</version>
+            <version>2.9.5</version>
         </dependency>
         <dependency>
             <groupId>com.google.protobuf</groupId>
             <artifactId>protobuf-java</artifactId>
-            <version>3.0.0-beta-2</version>
+            <version>3.0.0</version>
         </dependency>
         <dependency>
             <groupId>com.trueaccord.scalapb</groupId>
             <artifactId>scalapb-runtime_2.11</artifactId>
-            <version>0.5.31</version>
+            <version>0.5.45</version>
         </dependency>
         <dependency>
             <groupId>org.scala-lang.modules</groupId>
@@ -62,19 +81,19 @@
             <version>0.11.0-M2</version>
         </dependency>
         <dependency>
-            <groupId>me.chrons</groupId>
+            <groupId>io.suzaku</groupId>
             <artifactId>boopickle_2.11</artifactId>
-            <version>1.2.4</version>
+            <version>1.2.6</version>
         </dependency>
         <dependency>
             <groupId>com.twitter</groupId>
             <artifactId>chill_2.11</artifactId>
-            <version>0.8.0</version>
+            <version>0.9.2</version>
         </dependency>
         <dependency>
             <groupId>org.apache.thrift</groupId>
             <artifactId>libthrift</artifactId>
-            <version>0.9.1</version>
+            <version>0.11.0</version>
         </dependency>
         <dependency>
             <!-- for thrift -->
@@ -85,7 +104,7 @@
         <dependency>
             <groupId>com.twitter</groupId>
             <artifactId>scrooge-core_2.11</artifactId>
-            <version>4.7.0</version>
+            <version>18.3.0</version>
         </dependency>
 
         <!-- test -->
diff --git a/scala-serialization/src/main/scala/com/komanov/serialization/converters/JsonConverter.scala b/scala-serialization/src/main/scala/com/komanov/serialization/converters/JacksonConverters.scala
similarity index 75%
rename from scala-serialization/src/main/scala/com/komanov/serialization/converters/JsonConverter.scala
rename to scala-serialization/src/main/scala/com/komanov/serialization/converters/JacksonConverters.scala
index dfe20b6..c9e078e 100644
--- a/scala-serialization/src/main/scala/com/komanov/serialization/converters/JsonConverter.scala
+++ b/scala-serialization/src/main/scala/com/komanov/serialization/converters/JacksonConverters.scala
@@ -2,16 +2,23 @@ package com.komanov.serialization.converters
 
 import java.time.Instant
 
-import com.fasterxml.jackson.core.{JsonGenerator, JsonParser, Version}
+import com.fasterxml.jackson.core.{JsonFactory, JsonGenerator, JsonParser, Version}
 import com.fasterxml.jackson.databind.Module.SetupContext
 import com.fasterxml.jackson.databind._
 import com.fasterxml.jackson.databind.module.{SimpleDeserializers, SimpleSerializers}
+import com.fasterxml.jackson.dataformat.cbor.{CBORFactory, CBORGenerator}
+import com.fasterxml.jackson.dataformat.smile.SmileFactory
 import com.fasterxml.jackson.module.scala.DefaultScalaModule
-import com.komanov.serialization.domain.{Site, SiteEvent, SiteEventData}
+import com.komanov.serialization.domain.{Site, SiteEvent}
 
 /** https://github.com/FasterXML/jackson */
-object JsonConverter extends MyConverter {
+object JacksonJsonConverter extends JacksonConverter(new JsonFactory())
 
+object JacksonCborConverter extends JacksonConverter(new CBORFactory().disable(CBORGenerator.Feature.WRITE_MINIMAL_INTS))
+
+object JacksonSmileConverter extends JacksonConverter(new SmileFactory())
+
+abstract class JacksonConverter(jsonFactory: JsonFactory) extends MyConverter {
   private object InstantModule extends Module {
     override def getModuleName: String = "Instant"
 
@@ -38,7 +45,7 @@ object JsonConverter extends MyConverter {
   }
 
   private val objectMapper = {
-    val om = new ObjectMapper()
+    val om = new ObjectMapper(jsonFactory)
     om.registerModule(new DefaultScalaModule)
     om.registerModule(InstantModule)
     om
diff --git a/scala-serialization/src/main/scala/com/komanov/serialization/converters/JsoniterScalaConverter.scala b/scala-serialization/src/main/scala/com/komanov/serialization/converters/JsoniterScalaConverter.scala
new file mode 100644
index 0000000..d3a464d
--- /dev/null
+++ b/scala-serialization/src/main/scala/com/komanov/serialization/converters/JsoniterScalaConverter.scala
@@ -0,0 +1,30 @@
+package com.komanov.serialization.converters
+
+import java.time.Instant
+
+import com.github.plokhotnyuk.jsoniter_scala.core._
+import com.github.plokhotnyuk.jsoniter_scala.macros._
+import com.komanov.serialization.domain.{Site, SiteEvent}
+
+/** https://github.com/plokhotnyuk/jsoniter-scala */
+object JsoniterScalaConverter extends MyConverter {
+  private[this] val writerConfig = WriterConfig(preferredBufSize = 131072)
+  private[this] val readerConfig = ReaderConfig(preferredBufSize = 131072, preferredCharBufSize = 131072)
+  private[this] implicit val instantCodec: JsonValueCodec[Instant] = new JsonValueCodec[Instant] {
+    override def nullValue: Instant = null
+
+    override def decodeValue(in: JsonReader, default: Instant): Instant = Instant.ofEpochMilli(in.readLong())
+
+    override def encodeValue(x: Instant, out: JsonWriter): Unit = out.writeVal(x.toEpochMilli)
+  }
+  private[this] implicit val siteCodec: JsonValueCodec[Site] = JsonCodecMaker.make[Site](CodecMakerConfig())
+  private[this] implicit val siteEventCodec: JsonValueCodec[SiteEvent] = JsonCodecMaker.make[SiteEvent](CodecMakerConfig())
+
+  def toByteArray(site: Site): Array[Byte] = writeToArray(site, writerConfig)
+
+  def fromByteArray(bytes: Array[Byte]): Site = readFromArray[Site](bytes, readerConfig)
+
+  def toByteArray(event: SiteEvent): Array[Byte] = writeToArray(event, writerConfig)
+
+  def siteEventFromByteArray(clazz: Class[_], bytes: Array[Byte]): SiteEvent = readFromArray[SiteEvent](bytes, readerConfig)
+}
diff --git a/scala-serialization/src/main/scala/com/komanov/serialization/converters/KryoMacrosConverter.scala b/scala-serialization/src/main/scala/com/komanov/serialization/converters/KryoMacrosConverter.scala
new file mode 100644
index 0000000..0ddc239
--- /dev/null
+++ b/scala-serialization/src/main/scala/com/komanov/serialization/converters/KryoMacrosConverter.scala
@@ -0,0 +1,81 @@
+package com.komanov.serialization.converters
+
+import com.esotericsoftware.kryo.Kryo
+import com.esotericsoftware.kryo.io.{FastInput, FastOutput}
+import com.evolutiongaming.kryo.Serializer
+import com.komanov.serialization.domain._
+
+/** https://github.com/evolution-gaming/kryo-macros */
+case class KryoMacrosConverter(kryo: Kryo, in: FastInput, out: FastOutput) {
+  def read[A <: AnyRef](bs: Array[Byte])(implicit s: com.esotericsoftware.kryo.Serializer[A], m: Manifest[A]): A = {
+    in.setBuffer(bs)
+    kryo.readObject(in, m.runtimeClass.asInstanceOf[Class[A]], s)
+  }
+
+  def write[A <: AnyRef](a: A)(implicit s: com.esotericsoftware.kryo.Serializer[A]): Array[Byte] = {
+    out.clear()
+    kryo.writeObject(out, a, s)
+    out.toBytes
+  }
+}
+
+object KryoMacrosConverter extends MyConverter {
+  private[this] val pool = new ThreadLocal[KryoMacrosConverter] {
+    override def initialValue(): KryoMacrosConverter =
+      KryoMacrosConverter(new Kryo, new FastInput(), new FastOutput(131072, 131072))
+  }
+  private[this] implicit val domainSerializer = Serializer.make[Domain]
+  private[this] implicit val metaTagSerializer = Serializer.make[MetaTag]
+  private[this] implicit val entryPointSerializer = Serializer.makeCommon[EntryPoint] {
+    case 0 => Serializer.inner[DomainEntryPoint]
+    case 1 => Serializer.inner[FreeEntryPoint]
+  }
+  private[this] implicit val pageComponentDataSerializer = Serializer.makeCommon[PageComponentData] {
+    case 0 => Serializer.inner[TextComponentData]
+    case 1 => Serializer.inner[ButtonComponentData]
+    case 2 => Serializer.inner[BlogComponentData]
+  }
+  private[this] implicit val pageComponentPositionSerializer = Serializer.make[PageComponentPosition]
+  private[this] implicit val pageComponentSerializer = Serializer.make[PageComponent]
+  private[this] implicit val pageSerializer = Serializer.make[Page]
+  private[this] implicit val siteSerializer = Serializer.make[Site]
+  private[this] implicit val siteEventSerializer = Serializer.makeCommon[SiteEvent] {
+    case 0 => Serializer.inner[SiteCreated]
+    case 1 => Serializer.inner[SiteNameSet]
+    case 2 => Serializer.inner[SiteDescriptionSet]
+    case 3 => Serializer.inner[SiteRevisionSet]
+    case 4 => Serializer.inner[SitePublished]
+    case 5 => Serializer.inner[SiteUnpublished]
+    case 6 => Serializer.inner[SiteFlagAdded]
+    case 7 => Serializer.inner[SiteFlagRemoved]
+    case 8 => Serializer.inner[DomainAdded]
+    case 9 => Serializer.inner[DomainRemoved]
+    case 10 => Serializer.inner[PrimaryDomainSet]
+    case 11 => Serializer.inner[DefaultMetaTagAdded]
+    case 12 => Serializer.inner[DefaultMetaTagRemoved]
+    case 13 => Serializer.inner[PageAdded]
+    case 14 => Serializer.inner[PageRemoved]
+    case 15 => Serializer.inner[PageNameSet]
+    case 16 => Serializer.inner[PageMetaTagAdded]
+    case 17 => Serializer.inner[PageMetaTagRemoved]
+    case 18 => Serializer.inner[PageComponentAdded]
+    case 19 => Serializer.inner[PageComponentRemoved]
+    case 20 => Serializer.inner[PageComponentPositionSet]
+    case 21 => Serializer.inner[PageComponentPositionReset]
+    case 22 => Serializer.inner[TextComponentDataSet]
+    case 23 => Serializer.inner[ButtonComponentDataSet]
+    case 24 => Serializer.inner[BlogComponentDataSet]
+    case 25 => Serializer.inner[DomainEntryPointAdded]
+    case 26 => Serializer.inner[FreeEntryPointAdded]
+    case 27 => Serializer.inner[EntryPointRemoved]
+    case 28 => Serializer.inner[PrimaryEntryPointSet]
+  }
+
+  def toByteArray(site: Site): Array[Byte] = pool.get().write(site)
+
+  def fromByteArray(bytes: Array[Byte]): Site = pool.get().read[Site](bytes)
+
+  def toByteArray(event: SiteEvent): Array[Byte] = pool.get().write(event)
+
+  def siteEventFromByteArray(clazz: Class[_], bytes: Array[Byte]): SiteEvent = pool.get().read[SiteEvent](bytes)
+}
diff --git a/scala-serialization/src/test/scala/com/komanov/serialization/converters/Converters.scala b/scala-serialization/src/test/scala/com/komanov/serialization/converters/Converters.scala
index a497185..1e19736 100644
--- a/scala-serialization/src/test/scala/com/komanov/serialization/converters/Converters.scala
+++ b/scala-serialization/src/test/scala/com/komanov/serialization/converters/Converters.scala
@@ -3,7 +3,11 @@ package com.komanov.serialization.converters
 object Converters {
 
   val all: Seq[(String, MyConverter)] = Seq(
-    "JSON" -> JsonConverter,
+    "KryoMacros" -> KryoMacrosConverter,
+    "JsoniterScala" -> JsoniterScalaConverter,
+    "Jackson CBOR" -> JacksonCborConverter,
+    "Jackson JSON" -> JacksonJsonConverter,
+    "Jackson Smile" -> JacksonSmileConverter,
     "ScalaPB" -> ScalaPbConverter,
     "Java PB" -> JavaPbConverter,
     "Java Thrift" -> JavaThriftConverter,
diff --git a/scala-serialization/src/test/scala/com/komanov/serialization/converters/SerializationTest.scala b/scala-serialization/src/test/scala/com/komanov/serialization/converters/SerializationTest.scala
index bb44bf6..2a74a52 100644
--- a/scala-serialization/src/test/scala/com/komanov/serialization/converters/SerializationTest.scala
+++ b/scala-serialization/src/test/scala/com/komanov/serialization/converters/SerializationTest.scala
@@ -12,7 +12,11 @@ class SerializationTest extends SpecificationWithJUnit {
 
   sequential
 
-  doTest("JSON", JsonConverter)
+  doTest("KryoMacros", KryoMacrosConverter)
+  doTest("JsoniterScala", JsoniterScalaConverter)
+  doTest("Jackson CBOR", JacksonCborConverter)
+  doTest("Jackson JSON", JacksonJsonConverter)
+  doTest("Jackson Smile", JacksonSmileConverter)
   doTest("ScalaPB", ScalaPbConverter)
   doTest("Java Protobuf", JavaPbConverter)
   doTest("Java Thrift", JavaThriftConverter)
diff --git a/version.sbt b/version.sbt
new file mode 100644
index 0000000..6243c9f
--- /dev/null
+++ b/version.sbt
@@ -0,0 +1 @@
+version in ThisBuild := "1.0-SNAPSHOT"