diff --git a/src/main/java/ru/ulstu/extractor/gitrepository/service/IndexService.java b/src/main/java/ru/ulstu/extractor/gitrepository/service/IndexService.java
index 5d2c1c2..5ceb162 100644
--- a/src/main/java/ru/ulstu/extractor/gitrepository/service/IndexService.java
+++ b/src/main/java/ru/ulstu/extractor/gitrepository/service/IndexService.java
@@ -62,7 +62,8 @@ public class IndexService {
             commits = gitRepositoryService.getCommits(repositoryUrl, branchName, commitsFrom, commitsTo, false);
         }
         Integer repositoryId = gitRepository.getId();
-        timeSeriesCreators.forEach(tsCreator -> tsCreator.addTimeSeries(repositoryId, branchName));
+        final Branch branchForSave = branch;
+        timeSeriesCreators.forEach(tsCreator -> tsCreator.addTimeSeries(repositoryId, branchForSave));
         LOG.debug("Complete indexing {} branch", branchName);
     }
 }
diff --git a/src/main/java/ru/ulstu/extractor/http/SmoothingTimeSeries.java b/src/main/java/ru/ulstu/extractor/http/SmoothingTimeSeries.java
new file mode 100644
index 0000000..9224a9c
--- /dev/null
+++ b/src/main/java/ru/ulstu/extractor/http/SmoothingTimeSeries.java
@@ -0,0 +1,29 @@
+package ru.ulstu.extractor.http;
+
+import ru.ulstu.extractor.ts.model.TimeSeries;
+
+public class SmoothingTimeSeries {
+    private JsonTimeSeries originalTimeSeries;
+    private String methodClassName;
+
+    public SmoothingTimeSeries(TimeSeries timeSeries) {
+        originalTimeSeries = new JsonTimeSeries(timeSeries);
+        this.methodClassName = "FTransform";
+    }
+
+    public JsonTimeSeries getOriginalTimeSeries() {
+        return originalTimeSeries;
+    }
+
+    public void setOriginalTimeSeries(JsonTimeSeries originalTimeSeries) {
+        this.originalTimeSeries = originalTimeSeries;
+    }
+
+    public String getMethodClassName() {
+        return methodClassName;
+    }
+
+    public void setMethodClassName(String methodClassName) {
+        this.methodClassName = methodClassName;
+    }
+}
diff --git a/src/main/java/ru/ulstu/extractor/recommendation/controller/RecommendationController.java b/src/main/java/ru/ulstu/extractor/recommendation/controller/RecommendationController.java
index a303067..4c0f803 100644
--- a/src/main/java/ru/ulstu/extractor/recommendation/controller/RecommendationController.java
+++ b/src/main/java/ru/ulstu/extractor/recommendation/controller/RecommendationController.java
@@ -29,7 +29,7 @@ public class RecommendationController {
     public String getRecommendations(Model model, @RequestParam Optional<Integer> branchId) {
         model.addAttribute("branches", branchService.findAll());
         if (branchId.isPresent()) {
-            model.addAttribute("recommendations", fuzzyInferenceService.getRecommendations());
+            model.addAttribute("recommendations", fuzzyInferenceService.getRecommendations(branchId.get()));
             model.addAttribute("filterBranchForm", new FilterBranchForm(branchId.get()));
         } else {
             model.addAttribute("filterBranchForm", new FilterBranchForm());
diff --git a/src/main/java/ru/ulstu/extractor/rule/controller/RuleController.java b/src/main/java/ru/ulstu/extractor/rule/controller/RuleController.java
index 7893dea..4e855df 100644
--- a/src/main/java/ru/ulstu/extractor/rule/controller/RuleController.java
+++ b/src/main/java/ru/ulstu/extractor/rule/controller/RuleController.java
@@ -10,7 +10,7 @@ import org.springframework.web.bind.annotation.RequestParam;
 import org.springframework.web.servlet.mvc.support.RedirectAttributes;
 import ru.ulstu.extractor.rule.model.AddRuleForm;
 import ru.ulstu.extractor.rule.service.AntecedentValueService;
-import ru.ulstu.extractor.rule.service.RuleService;
+import ru.ulstu.extractor.rule.service.DbRuleService;
 import ru.ulstu.extractor.ts.service.TimeSeriesService;
 import springfox.documentation.annotations.ApiIgnore;
 
@@ -21,14 +21,14 @@ import static ru.ulstu.extractor.core.Route.LIST_RULE;
 @Controller
 @ApiIgnore
 public class RuleController {
-    private final RuleService ruleService;
+    private final DbRuleService ruleService;
     private final AntecedentValueService antecedentValueService;
     private final TimeSeriesService timeSeriesService;
 
-    public RuleController(RuleService ruleService,
+    public RuleController(DbRuleService dbRuleService,
                           AntecedentValueService antecedentValueService,
                           TimeSeriesService timeSeriesService) {
-        this.ruleService = ruleService;
+        this.ruleService = dbRuleService;
         this.antecedentValueService = antecedentValueService;
         this.timeSeriesService = timeSeriesService;
     }
diff --git a/src/main/java/ru/ulstu/extractor/rule/service/RuleService.java b/src/main/java/ru/ulstu/extractor/rule/service/DbRuleService.java
similarity index 91%
rename from src/main/java/ru/ulstu/extractor/rule/service/RuleService.java
rename to src/main/java/ru/ulstu/extractor/rule/service/DbRuleService.java
index 41ae26b..a35cca2 100644
--- a/src/main/java/ru/ulstu/extractor/rule/service/RuleService.java
+++ b/src/main/java/ru/ulstu/extractor/rule/service/DbRuleService.java
@@ -10,14 +10,14 @@ import ru.ulstu.extractor.ts.service.TimeSeriesService;
 import java.util.List;
 
 @Service
-public class RuleService {
+public class DbRuleService {
     private final RuleRepository ruleRepository;
     private final TimeSeriesService timeSeriesService;
     private final AntecedentValueService antecedentValueService;
 
-    public RuleService(RuleRepository ruleRepository,
-                       TimeSeriesService timeSeriesService,
-                       AntecedentValueService antecedentValueService) {
+    public DbRuleService(RuleRepository ruleRepository,
+                         TimeSeriesService timeSeriesService,
+                         AntecedentValueService antecedentValueService) {
         this.ruleRepository = ruleRepository;
         this.timeSeriesService = timeSeriesService;
         this.antecedentValueService = antecedentValueService;
diff --git a/src/main/java/ru/ulstu/extractor/rule/service/FuzzyInferenceService.java b/src/main/java/ru/ulstu/extractor/rule/service/FuzzyInferenceService.java
index 6ec146e..f011aaf 100644
--- a/src/main/java/ru/ulstu/extractor/rule/service/FuzzyInferenceService.java
+++ b/src/main/java/ru/ulstu/extractor/rule/service/FuzzyInferenceService.java
@@ -12,8 +12,11 @@ import com.fuzzylite.term.Triangle;
 import com.fuzzylite.variable.InputVariable;
 import com.fuzzylite.variable.OutputVariable;
 import org.springframework.stereotype.Service;
+import ru.ulstu.extractor.gitrepository.service.GitRepositoryService;
 import ru.ulstu.extractor.rule.model.AntecedentValue;
 import ru.ulstu.extractor.rule.model.DbRule;
+import ru.ulstu.extractor.ts.model.TimeSeries;
+import ru.ulstu.extractor.ts.service.TimeSeriesService;
 
 import java.util.HashMap;
 import java.util.List;
@@ -26,13 +29,19 @@ public class FuzzyInferenceService {
     private final static String RULE_TEMPLATE = "if %s is %s and %s is %s then "
             + OUTPUT_VARIABLE_NAME
             + " is %s";
-    private final RuleService ruleService;
+    private final DbRuleService ruleService;
     private final AntecedentValueService antecedentValueService;
+    private final GitRepositoryService gitRepositoryService;
+    private final TimeSeriesService timeSeriesService;
 
-    public FuzzyInferenceService(RuleService ruleService,
-                                 AntecedentValueService antecedentValueService) {
+    public FuzzyInferenceService(DbRuleService ruleService,
+                                 AntecedentValueService antecedentValueService,
+                                 GitRepositoryService gitRepositoryService,
+                                 TimeSeriesService timeSeriesService) {
         this.ruleService = ruleService;
         this.antecedentValueService = antecedentValueService;
+        this.gitRepositoryService = gitRepositoryService;
+        this.timeSeriesService = timeSeriesService;
     }
 
     public List<String> getRulesFromDb() {
@@ -96,13 +105,12 @@ public class FuzzyInferenceService {
         return engine;
     }
 
-    public String getRecommendations() {
+    public String getRecommendations(Integer branchId) {
+        List<TimeSeries> timeSeries = timeSeriesService.getByBranch(branchId);
         Engine engine = getFuzzyEngine();
         List<AntecedentValue> antecedentValues = antecedentValueService.getList();
         Map<String, Double> variableValues = new HashMap<>();
-
-        variableValues.put("COMMITS", 0.0);
-        variableValues.put("AUTHORS", 0.0);
+        timeSeries.forEach(ts -> variableValues.put(ts.getTimeSeriesType().name(), timeSeriesService.getLastTimeSeriesTendency(ts)));
         engine.addRuleBlock(getRuleBlock(engine, variableValues, antecedentValues));
         return getConsequent(engine, variableValues);
     }
@@ -120,6 +128,5 @@ public class FuzzyInferenceService {
         return (outputVariable == null || Double.isNaN(outputVariable.getValue()))
                 ? "Нет рекомендаций"
                 : outputVariable.highestMembership(outputVariable.getValue()).getSecond().getName();
-        //return outputVariable == null ? "" : outputVariable.fuzzyOutputValue();
     }
 }
diff --git a/src/main/java/ru/ulstu/extractor/ts/creator/AbstractTimeSeriesCreator.java b/src/main/java/ru/ulstu/extractor/ts/creator/AbstractTimeSeriesCreator.java
index 0f470f5..ac353ac 100644
--- a/src/main/java/ru/ulstu/extractor/ts/creator/AbstractTimeSeriesCreator.java
+++ b/src/main/java/ru/ulstu/extractor/ts/creator/AbstractTimeSeriesCreator.java
@@ -1,5 +1,6 @@
 package ru.ulstu.extractor.ts.creator;
 
+import ru.ulstu.extractor.branch.model.Branch;
 import ru.ulstu.extractor.ts.model.TimeSeries;
 import ru.ulstu.extractor.ts.model.TimeSeriesType;
 import ru.ulstu.extractor.ts.model.TimeSeriesValue;
@@ -29,15 +30,15 @@ public abstract class AbstractTimeSeriesCreator {
      * Сохранить извлеченные временные ряды
      *
      * @param repositoryId
-     * @param branchName
+     * @param branch
      */
-    public void addTimeSeries(Integer repositoryId, String branchName) {
+    public void addTimeSeries(Integer repositoryId, Branch branch) {
         // извлеченные временных рядов
-        List<TimeSeries> timeSeries = getTimeSeries(repositoryId, branchName);
+        List<TimeSeries> timeSeries = getTimeSeries(repositoryId, branch.getName());
 
         // сгруппированные по временным интервалам точки временных рядов
         timeSeries.forEach(ts -> ts.setValues(mapTimeSeriesToInterval(getTimeSeriesService().getTimeSeriesInterval(), ts.getValues())));
-        getTimeSeriesService().save(sortTimeSeries(timeSeries));
+        getTimeSeriesService().save(sortTimeSeries(timeSeries), branch);
     }
 
     private List<TimeSeries> sortTimeSeries(List<TimeSeries> timeSeries) {
diff --git a/src/main/java/ru/ulstu/extractor/ts/creator/CommitsTS.java b/src/main/java/ru/ulstu/extractor/ts/creator/CommitsTS.java
index c686a90..0b7ed9d 100644
--- a/src/main/java/ru/ulstu/extractor/ts/creator/CommitsTS.java
+++ b/src/main/java/ru/ulstu/extractor/ts/creator/CommitsTS.java
@@ -1,7 +1,9 @@
 package ru.ulstu.extractor.ts.creator;
 
 import org.springframework.stereotype.Component;
+import ru.ulstu.extractor.branch.service.BranchService;
 import ru.ulstu.extractor.commit.service.CommitService;
+import ru.ulstu.extractor.gitrepository.model.GitRepository;
 import ru.ulstu.extractor.gitrepository.service.GitRepositoryService;
 import ru.ulstu.extractor.ts.model.TimeSeries;
 import ru.ulstu.extractor.ts.model.TimeSeriesType;
@@ -17,24 +19,29 @@ public class CommitsTS extends AbstractTimeSeriesCreator {
     private final TimeSeriesService timeSeriesService;
     private final CommitService commitService;
     private final GitRepositoryService gitRepositoryService;
+    private final BranchService branchService;
 
     public CommitsTS(TimeSeriesService timeSeriesService,
                      CommitService commitService,
-                     GitRepositoryService gitRepositoryService) {
+                     GitRepositoryService gitRepositoryService,
+                     BranchService branchService) {
         this.timeSeriesService = timeSeriesService;
         this.commitService = commitService;
         this.gitRepositoryService = gitRepositoryService;
+        this.branchService = branchService;
     }
 
     @Override
     public List<TimeSeries> getTimeSeries(Integer repositoryId, String branchName) {
+        GitRepository gitRepository = gitRepositoryService.findById(repositoryId);
         //TODO: добавить постраничное чтение
         return Collections.singletonList(
                 new TimeSeries(
                         String.format("%s %s %s",
-                                gitRepositoryService.findById(repositoryId).getName(),
+                                gitRepository.getName(),
                                 branchName,
                                 getTimeSeriesType().getDescription()),
+                        branchService.findByRepositoryAndName(gitRepository, branchName),
                         getTimeSeriesType(),
                         commitService.findByRepositoryIdAndName(repositoryId, branchName)
                                 .stream()
diff --git a/src/main/java/ru/ulstu/extractor/ts/model/TimeSeries.java b/src/main/java/ru/ulstu/extractor/ts/model/TimeSeries.java
index b6d6931..5e302fa 100644
--- a/src/main/java/ru/ulstu/extractor/ts/model/TimeSeries.java
+++ b/src/main/java/ru/ulstu/extractor/ts/model/TimeSeries.java
@@ -2,6 +2,7 @@ package ru.ulstu.extractor.ts.model;
 
 import org.hibernate.annotations.Fetch;
 import org.hibernate.annotations.FetchMode;
+import ru.ulstu.extractor.branch.model.Branch;
 import ru.ulstu.extractor.core.BaseEntity;
 
 import javax.persistence.CascadeType;
@@ -10,6 +11,7 @@ import javax.persistence.EnumType;
 import javax.persistence.Enumerated;
 import javax.persistence.FetchType;
 import javax.persistence.JoinColumn;
+import javax.persistence.ManyToOne;
 import javax.persistence.OneToMany;
 import java.util.ArrayList;
 import java.util.List;
@@ -25,22 +27,21 @@ public class TimeSeries extends BaseEntity {
     @Enumerated(EnumType.STRING)
     private TimeSeriesType timeSeriesType;
 
-    public TimeSeries() {
-    }
+    @ManyToOne
+    private Branch branch;
 
-    public TimeSeries(String name) {
-        this.name = name;
+    public TimeSeries() {
     }
 
-    public TimeSeries(String name, List<TimeSeriesValue> values) {
-        this.name = name;
-        this.values = values;
+    public TimeSeries(String name, Branch branch, TimeSeriesType timeSeriesType) {
+        this(name, branch, timeSeriesType, new ArrayList<>());
     }
 
-    public TimeSeries(String name, TimeSeriesType timeSeriesType, List<TimeSeriesValue> values) {
+    public TimeSeries(String name, Branch branch, TimeSeriesType timeSeriesType, List<TimeSeriesValue> values) {
         this.name = name;
         this.values = values;
         this.timeSeriesType = timeSeriesType;
+        this.branch = branch;
     }
 
     public String getName() {
@@ -66,4 +67,12 @@ public class TimeSeries extends BaseEntity {
     public void setTimeSeriesType(TimeSeriesType timeSeriesType) {
         this.timeSeriesType = timeSeriesType;
     }
+
+    public Branch getBranch() {
+        return branch;
+    }
+
+    public void setBranch(Branch branch) {
+        this.branch = branch;
+    }
 }
diff --git a/src/main/java/ru/ulstu/extractor/ts/repository/TimeSeriesRepository.java b/src/main/java/ru/ulstu/extractor/ts/repository/TimeSeriesRepository.java
index fbb123e..7346519 100644
--- a/src/main/java/ru/ulstu/extractor/ts/repository/TimeSeriesRepository.java
+++ b/src/main/java/ru/ulstu/extractor/ts/repository/TimeSeriesRepository.java
@@ -3,8 +3,11 @@ package ru.ulstu.extractor.ts.repository;
 import org.springframework.data.jpa.repository.JpaRepository;
 import ru.ulstu.extractor.ts.model.TimeSeries;
 
+import java.util.List;
 import java.util.Optional;
 
 public interface TimeSeriesRepository extends JpaRepository<TimeSeries, Integer> {
     Optional<TimeSeries> findByName(String name);
+
+    List<TimeSeries> getTimeSeriesByBranchId(Integer branchId);
 }
diff --git a/src/main/java/ru/ulstu/extractor/ts/service/TimeSeriesService.java b/src/main/java/ru/ulstu/extractor/ts/service/TimeSeriesService.java
index 9c79d0f..4a4b2f2 100644
--- a/src/main/java/ru/ulstu/extractor/ts/service/TimeSeriesService.java
+++ b/src/main/java/ru/ulstu/extractor/ts/service/TimeSeriesService.java
@@ -9,8 +9,10 @@ import org.json.JSONObject;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 import org.springframework.stereotype.Service;
+import ru.ulstu.extractor.branch.model.Branch;
 import ru.ulstu.extractor.http.HttpService;
 import ru.ulstu.extractor.http.JsonTimeSeries;
+import ru.ulstu.extractor.http.SmoothingTimeSeries;
 import ru.ulstu.extractor.ts.model.TimeSeries;
 import ru.ulstu.extractor.ts.model.TimeSeriesType;
 import ru.ulstu.extractor.ts.model.TimeSeriesValue;
@@ -31,7 +33,8 @@ public class TimeSeriesService {
     private final TimeSeriesValueRepository timeSeriesValueRepository;
     private final TimeSeriesDateMapper.TimeSeriesInterval timeSeriesInterval = TimeSeriesDateMapper.TimeSeriesInterval.HOUR;
     private final HttpService httpService;
-    private final static String TIME_SERIES_SERVICE_URL = "http://time-series.athene.tech/api/1.0/add-time-series?setKey=git-extractor";
+    private final static String TIME_SERIES_SAVE_SERVICE_URL = "http://time-series.athene.tech/api/1.0/add-time-series?setKey=git-extractor";
+    private final static String TIME_SERIES_TENDENCY_URL = "http://time-series.athene.tech/api/1.0/add-time-series?setKey=git-extractor";
 
     public TimeSeriesService(TimeSeriesRepository timeSeriesRepository,
                              TimeSeriesValueRepository timeSeriesValueRepository,
@@ -42,12 +45,11 @@ public class TimeSeriesService {
     }
 
     @Transactional
-    public TimeSeries save(String timeSeriesName, TimeSeriesType timeSeriesType, List<TimeSeriesValue> timeSeriesValues) {
+    public TimeSeries save(String timeSeriesName, Branch branch, TimeSeriesType timeSeriesType, List<TimeSeriesValue> timeSeriesValues) {
         LOG.debug("Start save {} time series with {} time series values ", timeSeriesName, timeSeriesValues.size());
-        final TimeSeries timeSeries = findOrCreate(timeSeriesName);
+        final TimeSeries timeSeries = findOrCreate(timeSeriesName, branch, timeSeriesType);
         List<TimeSeriesValue> timeSeriesValuesToRemove = timeSeries.getValues();
         timeSeries.setValues(timeSeriesValues);
-        timeSeries.setTimeSeriesType(timeSeriesType);
         LOG.debug("Save time series {} ", timeSeries.getName());
         TimeSeries savedTimeSeries = timeSeriesRepository.save(timeSeries);
         LOG.debug("Clear {} time series values ", timeSeriesValuesToRemove.size());
@@ -56,13 +58,13 @@ public class TimeSeriesService {
         return savedTimeSeries;
     }
 
-    public TimeSeries findOrCreate(String timeSeriesName) {
+    public TimeSeries findOrCreate(String timeSeriesName, Branch branch, TimeSeriesType timeSeriesType) {
         Optional<TimeSeries> maybeTimeSeries = timeSeriesRepository.findByName(timeSeriesName);
         if (maybeTimeSeries.isPresent()) {
             LOG.debug("TimeSeries {} exists.", maybeTimeSeries.get().getName());
             return maybeTimeSeries.get();
         }
-        return timeSeriesRepository.save(new TimeSeries(timeSeriesName));
+        return timeSeriesRepository.save(new TimeSeries(timeSeriesName, branch, timeSeriesType));
     }
 
     /**
@@ -72,10 +74,10 @@ public class TimeSeriesService {
      * @return сохраненный список ВР
      */
     @Transactional
-    public List<TimeSeries> save(List<TimeSeries> timeSeries) {
+    public List<TimeSeries> save(List<TimeSeries> timeSeries, Branch branch) {
         List<TimeSeries> results = new ArrayList<>();
         for (TimeSeries ts : timeSeries) {
-            results.add(save(ts.getName(), ts.getTimeSeriesType(), ts.getValues()));
+            results.add(save(ts.getName(), branch, ts.getTimeSeriesType(), ts.getValues()));
         }
         return results;
     }
@@ -87,7 +89,7 @@ public class TimeSeriesService {
     private void sendToTimeSeriesService(TimeSeries timeSeries) {
         new Thread(() -> {
             try {
-                httpService.post(TIME_SERIES_SERVICE_URL, new JSONObject(new JsonTimeSeries(timeSeries)));
+                httpService.post(TIME_SERIES_SAVE_SERVICE_URL, new JSONObject(new JsonTimeSeries(timeSeries)));
                 LOG.debug("Успешно отправлен на сервис");
             } catch (Exception ex) {
                 LOG.debug(ex.getMessage());
@@ -107,4 +109,15 @@ public class TimeSeriesService {
     public List<TimeSeriesType> getAllTimeSeriesTypes() {
         return Arrays.asList(TimeSeriesType.values());
     }
+
+    public List<TimeSeries> getByBranch(Integer branchId) {
+        return timeSeriesRepository.getTimeSeriesByBranchId(branchId);
+    }
+
+    public Double getLastTimeSeriesTendency(TimeSeries ts) {
+        JSONObject response = httpService.post(TIME_SERIES_TENDENCY_URL, new JSONObject(new SmoothingTimeSeries(ts)));
+        LOG.debug("Успешно отправлен на сервис сглаживания");
+        response.get("timeSeries");
+        return 0.0;
+    }
 }
diff --git a/src/main/resources/application.properties b/src/main/resources/application.properties
index 03350a6..f9422ed 100644
--- a/src/main/resources/application.properties
+++ b/src/main/resources/application.properties
@@ -7,8 +7,9 @@ server.port=8080
 server.jetty.connection-idle-timeout=1000s
 # Available levels are: TRACE, DEBUG, INFO, WARN, ERROR, FATAL, OFF
 logging.level.ru.ulstu=DEBUG
-logging.level.sun.rmi.transport.tcp=off
+logging.level.sun.rmi.transport=off
 logging.level.javax.management.remote.rmi=off
+logging.level.java.rmi.server=off
 extractor.custom-projects-dir=
 # Thymeleaf Settings
 spring.thymeleaf.cache=false
diff --git a/src/main/resources/db/changelog-20221012_170000-schema.xml b/src/main/resources/db/changelog-20221012_170000-schema.xml
index 765df26..3e4dc33 100644
--- a/src/main/resources/db/changelog-20221012_170000-schema.xml
+++ b/src/main/resources/db/changelog-20221012_170000-schema.xml
@@ -80,4 +80,23 @@
             <column name="antecedent_value" value="рост"/>
         </insert>
     </changeSet>
+    <changeSet author="orion" id="20221127-170000-1">
+        <addColumn tableName="time_series">
+            <column name="branch_id" type="integer"/>
+        </addColumn>
+        <addForeignKeyConstraint baseTableName="time_series" baseColumnNames="branch_id"
+                                 constraintName="fk_time_series_branch" referencedTableName="branch"
+                                 referencedColumnNames="id"/>
+    </changeSet>
+    <changeSet author="orion" id="20221127-170000-2">
+        <sql>
+            delete
+            from time_series_value
+            where time_series_id in (select id from time_series where time_series_type is null OR branch_id is null);
+            delete
+            from time_series
+            where time_series_type is null
+               OR branch_id is null;
+        </sql>
+    </changeSet>
 </databaseChangeLog>
\ No newline at end of file