diff --git a/cpp/daal/src/externals/service_stat_mkl.h b/cpp/daal/src/externals/service_stat_mkl.h
index fe8647fbc4a..83160afd15a 100644
--- a/cpp/daal/src/externals/service_stat_mkl.h
+++ b/cpp/daal/src/externals/service_stat_mkl.h
@@ -83,7 +83,6 @@ extern "C"
 
 #define __DAAL_VSL_SS_ERROR_BAD_QUANT_ORDER       VSL_SS_ERROR_BAD_QUANT_ORDER
 #define __DAAL_VSL_SS_ERROR_INDICES_NOT_SUPPORTED VSL_SS_ERROR_INDICES_NOT_SUPPORTED
-
 }
 
 namespace daal
diff --git a/cpp/daal/src/externals/service_stat_ref.h b/cpp/daal/src/externals/service_stat_ref.h
index cf502ddef64..e37a067f146 100644
--- a/cpp/daal/src/externals/service_stat_ref.h
+++ b/cpp/daal/src/externals/service_stat_ref.h
@@ -72,7 +72,6 @@ extern "C"
 
 #define __DAAL_VSL_SS_ERROR_BAD_QUANT_ORDER       -4022
 #define __DAAL_VSL_SS_ERROR_INDICES_NOT_SUPPORTED -4085
-
 }
 
 namespace daal
diff --git a/dev/make/common.mk b/dev/make/common.mk
index 2f2108700d8..291ca7e406b 100644
--- a/dev/make/common.mk
+++ b/dev/make/common.mk
@@ -72,40 +72,10 @@ secure.opts.icc.lnx = -Wformat -Wformat-security -O2 -D_FORTIFY_SOURCE=2 -fstack
 
 secure.opts.icc.mac = -Wformat -Wformat-security -O2 -D_FORTIFY_SOURCE=2 -fstack-protector
 
-ifeq ($(COMPILER),vc)
-    DEBL := $(if $(REQDBG),$(if $(OS_is_win),/debug,))
-else ifeq ($(COMPILER),msvc)
-    DEBL := $(if $(REQDBG),$(if $(OS_is_win),/debug,))
-else
-    DEBL := $(if $(REQDBG),$(if $(OS_is_win),-debug,))
-endif
-
 secure.opts.link.win = -DYNAMICBASE -NXCOMPAT
-ifeq ($(COMPILER),vc)
-    secure.opts.link.win := /DYNAMICBASE /NXCOMPAT
-else ifeq ($(COMPILER),msvc)
-    secure.opts.link.win := /DYNAMICBASE /NXCOMPAT
-endif
-
 secure.opts.link.lnx = -z relro -z now -z noexecstack
 secure.opts.link.mac =
 
-link.dynamic.flags = -WX -nologo -map
-
-ifeq ($(COMPILER),vc)
-    link.dynamic.flags := /WX /nologo /map
-else ifeq ($(COMPILER),msvc)
-    link.dynamic.flags := /WX /nologo /map
-endif
-
-link.dynamic.flags_dpc = -WX -nologo -map -dll
-
-ifeq ($(COMPILER),vc)
-    link.dynamic.flags_dpc := /WX /nologo /map /dll
-else ifeq ($(COMPILER),msvc)
-    link.dynamic.flags_dpc := /WX /nologo /map /dll
-endif
-
 RC.COMPILE = rc.exe $(RCOPT) -fo$@ $<
 
 # Used as $(eval $(call set_c_compile,$(COMPILER),$(_OS),$(gcc_toolchain))
@@ -147,7 +117,7 @@ LINK.DYNAMIC = $(mkdir)$(call rm,$@)$(link.dynamic.cmd)
 link.dynamic.cmd = $(call link.dynamic.$(_OS),$(secure.opts.link.$(_OS)) $(or $1,$(^.no-mkdeps)) $(LOPT))
 link.dynamic.lnx = $(if $(link.dynamic.lnx.$(COMPILER)),$(link.dynamic.lnx.$(COMPILER)),$(error link.dynamic.lnx.$(COMPILER) must be defined)) \
                    -Wl,-soname,$(@F).$(MAJORBINARY) -shared $(-sGRP) $(patsubst %_link.txt,@%_link.txt,$(patsubst %_link.def,@%_link.def,$1)) $(-eGRP) -o $@
-link.dynamic.win = link $(link.dynamic.win.$(COMPILER)) $(link.dynamic.flags) $(DEBL) \
+link.dynamic.win = link $(link.dynamic.win.$(COMPILER)) -WX -nologo -map -dll $(-DEBL) \
                    $(patsubst %_link.txt,@%_link.txt,$(patsubst %.def,-DEF:%.def,$1)) -out:$@
 link.dynamic.mac = $(if $(link.dynamic.mac.$(COMPILER)),$(link.dynamic.mac.$(COMPILER)),$(error link.dynamic.mac.$(COMPILER) must be defined)) \
                    -undefined dynamic_lookup -dynamiclib -Wl,-flat_namespace -Wl,-install_name,@rpath/$(subst .dylib,.$(MAJORBINARY).dylib,$(@F)) \
@@ -162,7 +132,7 @@ dpc.link.dynamic.lnx = $(if $(link.dynamic.lnx.dpcpp),$(link.dynamic.lnx.dpcpp),
                        $(secure.opts.link.lnx) -shared $(-sGRP) $(patsubst %_link.txt,@%_link.txt,$(patsubst %_link.def,@%_link.def,$1)) $(-eGRP) -o $@
 dpc.link.dynamic.win = $(if $(link.dynamic.win.dpcpp),$(link.dynamic.win.dpcpp),$(error link.dynamic.win.dpcpp must be defined)) \
                        -LD $(patsubst %_link.txt,@%_link.txt,$(filter %_link.txt,$1)) $(filter-out -IMPLIB:%,$(filter %.lib,$1)) -o$@ \
-                       -link $(secure.opts.link.win) $(filter -IMPLIB:%,$1) $(patsubst %.def,-DEF:%.def,$(filter %.def,$1)) $(link.dynamic.flags_dpc) $(DEBL) 
+                       -link $(secure.opts.link.win) $(filter -IMPLIB:%,$1) $(patsubst %.def,-DEF:%.def,$(filter %.def,$1)) -WX -nologo -map $(-DEBL) 
 
 LINK.DYNAMIC.POST = $(call link.dynamic.post.$(_OS))
 link.dynamic.post.lnx =
diff --git a/dev/make/deps.mkl.mk b/dev/make/deps.mkl.mk
index e9c6938dbde..5fd39feab7d 100644
--- a/dev/make/deps.mkl.mk
+++ b/dev/make/deps.mkl.mk
@@ -18,6 +18,22 @@
 #  Math backend (MKL) definitions for makefile
 #--
 
+ifdef PLAT
+  ifeq ($(PLAT),lnx32e)
+    start_group := -Wl,--start-group
+    end_group := -Wl,--end-group
+  else ifeq ($(PLAT),mac32e)
+    start_group := -Wl,--start-group
+    end_group := -Wl,--end-group
+  else ifeq ($(PLAT),fbsd32e)
+    start_group := -Wl,--start-group
+    end_group := -Wl,--end-group
+  else ifeq ($(PLAT),win32e)
+    start_group :=
+    end_group :=
+  endif
+endif
+
 MKLFPKDIR:= $(subst \,/,$(MKLROOT))
 MKLFPKDIR.include := $(MKLFPKDIR)/include
 MKLFPKDIR.libia   := $(MKLFPKDIR)/lib
@@ -35,7 +51,8 @@ daaldep.math_backend_oneapi.incdir := $(MKLFPKDIR.include) $(MKLGPUFPKDIR.includ
 
 daaldep.lnx32e.mkl.thr := $(MKLFPKDIR.libia)/$(plib)mkl_tbb_thread.$a
 daaldep.lnx32e.mkl.seq := $(MKLFPKDIR.libia)/$(plib)mkl_sequential.$a
-daaldep.lnx32e.mkl.core := $(MKLFPKDIR.libia)/$(plib)mkl_core.$a $(MKLFPKDIR.libia)/$(plib)mkl_intel_ilp64.$a
+daaldep.lnx32e.mkl.core := $(MKLFPKDIR.libia)/$(plib)mkl_core.$a 
+daaldep.lnx32e.mkl.interfaces := $(MKLFPKDIR.libia)/$(plib)mkl_intel_ilp64.$a
 daaldep.lnx32e.mkl.sycl := $(MKLGPUFPKDIR.lib)/$(plib)mkl_sycl.$a
 
 daaldep.win32e.mkl.thr := $(MKLFPKDIR.libia)/mkl_tbb_thread$d.$a
@@ -54,6 +71,7 @@ daaldep.fbsd32e.mkl.seq := $(MKLFPKDIR.libia)/$(plib)daal_mkl_sequential.$a
 daaldep.fbsd32e.mkl := $(MKLFPKDIR.libia)/$(plib)daal_vmlipp_core.$a
 
 daaldep.mkl     := $(daaldep.$(PLAT).mkl.core)
+daaldep.mkl_interfaces     := $(daaldep.$(PLAT).mkl.interfaces)
 daaldep.math_backend.thr := $(daaldep.$(PLAT).mkl.thr)
 daaldep.math_backend.seq := $(daaldep.$(PLAT).mkl.seq)
 daaldep.math_backend.sycl := $(daaldep.$(PLAT).mkl.sycl)
@@ -73,6 +91,6 @@ daaldep.fbsd32e.ipp := $(if $(COV.libia),$(COV.libia)/libcov.a)
 daaldep.vml     := $(daaldep.$(PLAT).vml)
 daaldep.ipp     := $(daaldep.$(PLAT).ipp)
 
-daaldep.math_backend.ext := $(daaldep.ipp) $(daaldep.vml) $(daaldep.mkl)
+daaldep.math_backend.ext := $(start_group) $(daaldep.ipp) $(daaldep.vml) $(daaldep.mkl_interfaces)  $(daaldep.math_backend.thr)  $(daaldep.mkl) $(end_group)
 daaldep.math_backend.sycl := $(daaldep.math_backend.sycl)
 daaldep.math_backend.oneapi := $(daaldep.ipp) $(daaldep.vml) $(daaldep.mkl)