Hi Jaap and everybody,
I've been trying to install a new instance of domjudge and I'm getting another error that I'm posting below.

ubuntu@ip-172-31-28-85:~/domjudge-4.0.5$ ./configure --prefix=$HOME/domjudge
checking whether configure should try to set CFLAGS... yes
checking whether configure should try to set CXXFLAGS... yes
checking whether configure should try to set LDFLAGS... yes
checking for gcc... gcc
checking whether the C compiler works... yes
checking for C compiler default output file name... a.out
checking for suffix of executables...
checking whether we are cross compiling... no
checking for suffix of object files... o
checking whether we are using the GNU C compiler... yes
checking whether gcc accepts -g... yes
checking for gcc option to accept ISO C89... none needed
checking whether C compiler accepts -Wall... yes
checking whether C compiler accepts -fstack-protector... yes
checking whether C compiler accepts -fPIE... yes
checking whether C compiler accepts -D_FORTIFY_SOURCE=2... yes
checking whether the linker accepts -fPIE... yes
checking whether the linker accepts -pie... yes
checking whether the linker accepts -Wl,-z,relro... yes
checking whether the linker accepts -Wl,-z,now... yes
checking domjudge-user... ubuntu (default: current user)
checking webserver-group... www-data (detected)
checking runuser... domjudge-run (default)
checking for cgroup_init in -lcgroup... no
checking for g++... g++
checking whether we are using the GNU C++ compiler... yes
checking whether g++ accepts -g... yes
checking for gcc... (cached) gcc
checking whether we are using the GNU C compiler... (cached) yes
checking whether gcc accepts -g... (cached) yes
checking for gcc option to accept ISO C89... (cached) none needed
checking how to run the C++ preprocessor... g++ -E
checking how to run the C preprocessor... gcc -E
checking for a BSD-compatible install... /usr/bin/install -c
checking whether ln -s works... yes
checking whether make sets $(MAKE)... yes
checking for a thread-safe mkdir -p... /bin/mkdir -p
checking for magic_open in -lmagic... yes
checking for a sed that does not truncate output... /bin/sed
checking for gawk... gawk
checking for curl-config... /usr/bin/curl-config
checking for curl (7.35.0) >= 7.9.7... yes
checking for grep that handles long lines and -e... /bin/grep
checking for egrep... /bin/grep -E
checking for ANSI C header files... yes
checking for sys/types.h... yes
checking for sys/stat.h... yes
checking for stdlib.h... yes
checking for string.h... yes
checking for memory.h... yes
checking for strings.h... yes
checking for inttypes.h... yes
checking for stdint.h... yes
checking for unistd.h... yes
checking curl/curl.h usability... yes
checking curl/curl.h presence... yes
checking for curl/curl.h... yes
checking jsoncpp/json/json.h usability... yes
checking jsoncpp/json/json.h presence... yes
checking for jsoncpp/json/json.h... yes
checking build system type... x86_64-unknown-linux-gnu
checking host system type... x86_64-unknown-linux-gnu
checking for boostlib >= 1.33.1... configure: We could not detect the boost libraries (version 1.33 or higher). If you have a staged boost library (still not installed) please specify $BOOST_ROOT in your environment and do not give a PATH to --with-boost option.  If you are sure you have boost installed, then check your version number looking in <boost/version.hpp>. See http://randspringer.de/boost for more documentation.
configure: error: Boost not found (required for checktestdata)
ubuntu@ip-172-31-28-85:~/domjudge-4.0.5$

my question is, why I didn't get that error with my previous installation?.
my current ubuntu version is:

ubuntu@ip-172-31-28-85:~/domjudge-4.0.5$ lsb_release -a
No LSB modules are available.
Distributor ID: Ubuntu
Description:    Ubuntu 14.04.2 LTS
Release:        14.04
Codename:       trusty
ubuntu@ip-172-31-28-85:~/domjudge-4.0.5$

and the domjudge version is 4.0.5 the same version I've used the last time I've succesfully installed on other ubuntu pc.
hope you can explain it a little if that boost is required, I've installed the compilers as described ni the documentation.
--

Best Regards.
Dennis Huillca Portilla