diff --git a/.gitignore b/.gitignore
index b221e333..ab1b0ed3 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,3 +17,9 @@ rs/
 
 solar.log
 x-venv/
+
+celery*.pid
+celery*.log
+
+*.dot
+*.png
\ No newline at end of file
diff --git a/Vagrantfile b/Vagrantfile
index 6c410f7d..762451aa 100644
--- a/Vagrantfile
+++ b/Vagrantfile
@@ -19,6 +19,14 @@ pip install ansible
 ansible-playbook -i "localhost," -c local /vagrant/main.yml /vagrant/docker.yml /vagrant/slave.yml
 SCRIPT
 
+master_celery = <<SCRIPT
+ansible-playbook -i "localhost," -c local /vagrant/celery.yml --skip-tags slave
+SCRIPT
+
+slave_celery = <<SCRIPT
+ansible-playbook -i "localhost," -c local /vagrant/celery.yml --skip-tags master
+SCRIPT
+
 Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
 
   #config.vm.box = "deb/jessie-amd64"
@@ -27,6 +35,7 @@ Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
 
   config.vm.define "solar-dev", primary: true do |config|
     config.vm.provision "shell", inline: init_script, privileged: true
+    config.vm.provision "shell", inline: master_celery, privileged: true
     config.vm.provision "file", source: "~/.vagrant.d/insecure_private_key", destination: "/vagrant/tmp/keys/ssh_private"
     config.vm.provision "file", source: "ansible.cfg", destination: "/home/vagrant/.ansible.cfg"
     config.vm.network "private_network", ip: "10.0.0.2"
@@ -44,6 +53,7 @@ Vagrant.configure(VAGRANTFILE_API_VERSION) do |config|
     config.vm.define "solar-dev#{index}" do |config|
       config.vm.provision "shell", inline: init_script, privileged: true
       config.vm.provision "shell", inline: slave_script, privileged: true
+      config.vm.provision "shell", inline: slave_celery, privileged: true
       config.vm.network "private_network", ip: "10.0.0.#{ip_index}"
       config.vm.host_name = "solar-dev#{index}"
 
diff --git a/celery.yml b/celery.yml
new file mode 100644
index 00000000..4b5f9878
--- /dev/null
+++ b/celery.yml
@@ -0,0 +1,18 @@
+- hosts: all
+  sudo: yes
+  vars:
+    celery_dir: /var/run/celery
+  tasks:
+    - shell: mkdir -p {{celery_dir}}
+    - shell: pip install celery
+    - shell: hostname
+      register: hostname
+    - shell: celery multi kill 2
+             chdir={{celery_dir}}
+      tags: [stop]
+    - shell: celery multi start 2 -A solar.orchestration.tasks -Q:1 celery,scheduler -Q:2 celery,{{hostname.stdout}}
+             chdir={{celery_dir}}
+      tags: [master]
+    - shell: celery multi start 1 -A solar.orchestration.tasks -Q:1 celery,{{hostname.stdout}}
+             chdir={{celery_dir}}
+      tags: [slave]
\ No newline at end of file
diff --git a/examples/orch/example_py.yml b/examples/orch/example_py.yml
new file mode 100644
index 00000000..831ded79
--- /dev/null
+++ b/examples/orch/example_py.yml
@@ -0,0 +1,143 @@
+name: example_py
+tasks:
+    - uid: rabbitmq_service1
+      parameters:
+        type: solar_resource
+        args: [rabbitmq_service1, run]
+    - uid: openstack_vhost
+      parameters:
+          type: solar_resource
+          args: [openstack_vhost, run]
+      after: [rabbitmq_service1]
+    - uid: openstack_rabbitmq_user
+      parameters:
+        type: solar_resource
+        args: [openstack_rabbitmq_user, run]
+      after: [rabbitmq_service1]
+
+    - uid: mariadb_service1
+      parameters:
+          type: solar_resource
+          args: [mariadb_service1, run]
+    - uid: keystone_db
+      parameters:
+          type: solar_resource
+          args: [keystone_db, run]
+      after: [mariadb_service1]
+    - uid: keystone_db_user
+      parameters:
+        type: solar_resource
+        args: [keystone_db_user, run]
+      after: [keystone_db]
+
+    - uid: keystone_config1
+      parameters:
+        type: solar_resource
+        args: [keystone_config1, run]
+    - uid: keystone_config2
+      parameters:
+        type: solar_resource
+        args: [keystone_config2, run]
+    - uid: keystone_service1
+      parameters:
+        type: solar_resource
+        args: [keystone_service1, run]
+      after: [keystone_config1, keystone_db_user]
+
+    - uid: keystone_service2
+      parameters:
+        type: solar_resource
+        args: [keystone_service2, run]
+      after: [keystone_config2, keystone_db_user]
+
+    - uid: haproxy_config
+      parameters:
+        type: solar_resource
+        args: [haproxy_config, run]
+      after: [keystone_service1, keystone_service2]
+    - uid: haproxy_service
+      parameters:
+        type: solar_resource
+        args: [haproxy_service, run]
+      after: [haproxy_config]
+
+    - uid: admin_tenant
+      parameters:
+        type: solar_resource
+        args: [admin_tenant, run]
+      after: [haproxy_service]
+    - uid: admin_role
+      parameters:
+        type: solar_resource
+        args: [admin_user, run]
+      after: [admin_tenant]
+    - uid: admin_user
+      parameters:
+        type: solar_resource
+        args: [admin_user, run]
+      after: [admin_role]
+    - uid: keystone_service_endpoint
+      parameters:
+        type: solar_resource
+        args: [keystone_service_endpoint, run]
+      after: [admin_user]
+
+    - uid: services_tenant
+      parameters:
+        type: solar_resource
+        args: [glance_keystone_tenant, run]
+      after: [keystone_service_endpoint]
+
+    - uid: glance_keystone_user
+      parameters:
+        type: solar_resource
+        args: [glance_keystone_user, run]
+      after: [keystone_service_endpoint]
+    - uid: glance_keystone_role
+      parameters:
+        type: solar_resource
+        args: [glance_keystone_role, run]
+      after: [keystone_service_endpoint]
+
+    - uid: glance_db
+      parameters:
+        type: solar_resource
+        args: [glance_db, run]
+      after: [mariadb_service1]
+
+    - uid: glance_db_user
+      parameters:
+        type: solar_resource
+        args: [glance_db_user, run]
+      after: [glance_db]
+
+    - uid: glance_config
+      parameters:
+        type: solar_resource
+        args: [glance_config, run]
+    - uid: glance_api_container
+      parameters:
+        type: solar_resource
+        args: [glance_api_container, run]
+      after: [glance_config, glance_db_user, glance_keystone_user, openstack_rabbitmq_user]
+    - uid: glance_registry_container
+      parameters:
+        type: solar_resource
+        args: [glance_registry_container, run]
+      after: [glance_config, glance_db_user, glance_keystone_user, openstack_rabbitmq_user]
+    - uid: glance_api_endpoint
+      parameters:
+        type: solar_resource
+        args: [glance_api_endpoint, run]
+      after: [glance_api_container]
+
+    - uid: haproxy_service_update1_rem
+      parameters:
+        type: solar_resource
+        args: [haproxy_service, remove]
+      after: [glance_api_endpoint]
+    - uid: haproxy_service_update1_run
+      parameters:
+        type: solar_resource
+        args: [haproxy_service, run]
+      after: [haproxy_service_update1_rem]
diff --git a/examples/orch/for_stop.yaml b/examples/orch/for_stop.yaml
new file mode 100644
index 00000000..fe12b144
--- /dev/null
+++ b/examples/orch/for_stop.yaml
@@ -0,0 +1,11 @@
+name: for_stop
+tasks:
+    - uid: sleep_some_time
+      parameters:
+          type: sleep
+          args: [20]
+      before: [sleep_again]
+    - uid: sleep_again
+      parameters:
+        type: sleep
+        args: [20]
diff --git a/examples/orch/multi.yaml b/examples/orch/multi.yaml
new file mode 100644
index 00000000..9c8ce99e
--- /dev/null
+++ b/examples/orch/multi.yaml
@@ -0,0 +1,63 @@
+
+name: multi
+tasks:
+    - uid: rabbitmq_cluster1.create
+      parameters:
+          type: cmd
+          args: ['echo rabbitmq_cluster1.create']
+      before: [amqp_cluster_configured]
+
+    - uid: rabbitmq_cluster2.join
+      parameters:
+          type: cmd
+          args: ['echo rabbitmq_cluster2.join']
+      after: [rabbitmq_cluster1.create]
+      before: [amqp_cluster_configured]
+    - uid: rabbitmq_cluster3.join
+      parameters:
+          type: cmd
+          args: ['echo rabbitmq_cluster3.join']
+      after: [rabbitmq_cluster1.create]
+      before: [amqp_cluster_configured]
+
+    - uid: amqp_cluster_configured
+      parameters:
+          type: fault_tolerance
+          args: [100]
+
+    - uid: compute1
+      parameters:
+          type: echo
+          args: [compute1]
+      before: [compute_ready]
+      after: [amqp_cluster_configured]
+    - uid: compute2
+      parameters:
+          type: echo
+          args: [compute2]
+      before: [compute_ready]
+      after: [amqp_cluster_configured]
+    - uid: compute3
+      parameters:
+          type: echo
+          args: [compute3]
+      before: [compute_ready]
+      after: [amqp_cluster_configured]
+    - uid: compute4
+      parameters:
+          type: error
+          args: [compute4]
+      before: [compute_ready]
+      after: [amqp_cluster_configured]
+    - uid: compute5
+      parameters:
+          type: error
+          args: [compute5]
+      before: [compute_ready]
+      after: [amqp_cluster_configured]
+
+    - uid: compute_ready
+      parameters:
+          type: fault_tolerance
+          args: [60]
+
diff --git a/examples/orch/simple.yaml b/examples/orch/simple.yaml
new file mode 100644
index 00000000..d643ff4e
--- /dev/null
+++ b/examples/orch/simple.yaml
@@ -0,0 +1,10 @@
+name: simple
+tasks:
+    - uid: echo_stuff
+      parameters:
+          type: echo
+          args: [10]
+    - uid: just_fail
+      parameters:
+        type: error
+        args: ['message']
diff --git a/examples/orch/test_errors.yml b/examples/orch/test_errors.yml
new file mode 100644
index 00000000..fb9f3310
--- /dev/null
+++ b/examples/orch/test_errors.yml
@@ -0,0 +1,34 @@
+
+name: errors
+tasks:
+    - uid: compute1
+      parameters:
+          type: echo
+          args: [compute1]
+      before: [compute_ready]
+    - uid: compute2
+      parameters:
+          type: echo
+          args: [compute2]
+      before: [compute_ready]
+    - uid: compute3
+      parameters:
+          type: echo
+          args: [compute3]
+      before: [compute_ready]
+    - uid: compute4
+      parameters:
+          type: error
+          args: [compute4]
+      before: [compute_ready]
+    - uid: compute5
+      parameters:
+          type: error
+          args: [compute5]
+      before: [compute_ready]
+
+    - uid: compute_ready
+      parameters:
+          type: fault_tolerance
+          args: [80]
+
diff --git a/examples/orch/upd_test_errors.yml b/examples/orch/upd_test_errors.yml
new file mode 100644
index 00000000..35670a14
--- /dev/null
+++ b/examples/orch/upd_test_errors.yml
@@ -0,0 +1,34 @@
+
+name: errors
+tasks:
+    - uid: compute1
+      parameters:
+          type: echo
+          args: [compute1]
+      before: [compute_ready]
+    - uid: compute2
+      parameters:
+          type: echo
+          args: [compute2]
+      before: [compute_ready]
+    - uid: compute3
+      parameters:
+          type: echo
+          args: [compute3]
+      before: [compute_ready]
+    - uid: compute4
+      parameters:
+          type: echo
+          args: [compute4]
+      before: [compute_ready]
+    - uid: compute5
+      parameters:
+          type: error
+          args: [compute5]
+      before: [compute_ready]
+
+    - uid: compute_ready
+      parameters:
+          type: fault_tolerance
+          args: [80]
+
diff --git a/solar/setup.py b/solar/setup.py
index 1a846ea9..187305f1 100644
--- a/solar/setup.py
+++ b/solar/setup.py
@@ -46,4 +46,4 @@ setup(
     include_package_data=True,
     entry_points={
         'console_scripts': [
-            'solar = solar.cli:run']})
+            'solar = solar.cli.main:run']})
diff --git a/solar/solar/cli/__init__.py b/solar/solar/cli/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/solar/solar/cli.py b/solar/solar/cli/main.py
similarity index 99%
rename from solar/solar/cli.py
rename to solar/solar/cli/main.py
index aacdcd44..3a88bc6b 100644
--- a/solar/solar/cli.py
+++ b/solar/solar/cli/main.py
@@ -39,6 +39,8 @@ from solar.core import testing
 from solar.core import virtual_resource as vr
 from solar.interfaces.db import get_db
 
+from solar.cli.orch import orchestration
+
 # NOTE: these are extensions, they shouldn't be imported here
 # Maybe each extension can also extend the CLI with parsers
 from solar.extensions.modules.discovery import Discovery
@@ -414,6 +416,7 @@ def run():
     init_cli_deployment_config()
     init_cli_resource()
 
+    main.add_command(orchestration)
     main()
 
 
diff --git a/solar/solar/cli/orch.py b/solar/solar/cli/orch.py
new file mode 100644
index 00000000..74c46ef6
--- /dev/null
+++ b/solar/solar/cli/orch.py
@@ -0,0 +1,106 @@
+#!/usr/bin/python
+
+import subprocess
+
+import click
+import networkx as nx
+
+from solar.orchestration import graph
+from solar.orchestration import tasks
+
+
+@click.group(name='orch')
+def orchestration():
+    """
+    \b
+    create solar/orchestration/examples/multi.yaml
+    <id>
+    run-once <id>
+    report <id>
+    <task> -> <status>
+    restart <id> --reset
+    """
+
+@orchestration.command()
+@click.argument('plan', type=click.File('rb'))
+def create(plan):
+    click.echo(graph.create_plan(plan.read()))
+
+@orchestration.command()
+@click.argument('uid')
+@click.argument('plan', type=click.File('rb'))
+def update(uid, plan):
+    graph.update_plan(uid, plan.read())
+
+@orchestration.command()
+@click.argument('uid')
+def report(uid):
+    colors = {
+        'PENDING': 'blue',
+        'ERROR': 'red',
+        'SUCCESS': 'green',
+        'INPROGRESS': 'yellow'}
+
+    report = graph.report_topo(uid)
+    for item in report:
+        msg = '{} -> {}'.format(item[0], item[1])
+        if item[2]:
+            msg += ' :: {}'.format(item[2])
+        click.echo(click.style(msg, fg=colors[item[1]]))
+
+@orchestration.command(name='run-once')
+@click.argument('uid')
+@click.option('--start', default=None)
+@click.option('--end', default=None)
+def run_once(uid, start, end):
+    tasks.schedule_start.apply_async(
+        args=[uid],
+        kwargs={'start': start, 'end': end},
+        queue='scheduler')
+
+@orchestration.command()
+@click.argument('uid')
+def restart(uid):
+    graph.reset(uid)
+    tasks.schedule_start.apply_async(args=[uid], queue='scheduler')
+
+
+@orchestration.command()
+@click.argument('uid')
+def reset(uid):
+    graph.reset(uid)
+
+
+@orchestration.command()
+@click.argument('uid')
+def stop(uid):
+    # TODO(dshulyak) how to do "hard" stop?
+    # using revoke(terminate=True) will lead to inability to restart execution
+    # research possibility of customizations of
+    # app.control and Panel.register in celery
+    graph.soft_stop(uid)
+
+
+@orchestration.command()
+@click.argument('uid')
+def retry(uid):
+    graph.reset(uid, ['ERROR'])
+    tasks.schedule_start.apply_async(args=[uid], queue='scheduler')
+
+
+@orchestration.command()
+@click.argument('uid')
+def dg(uid):
+    plan = graph.get_graph(uid)
+
+    colors = {
+        'PENDING': 'blue',
+        'ERROR': 'red',
+        'SUCCESS': 'green',
+        'INPROGRESS': 'yellow'}
+
+    for n in plan:
+        color = colors[plan.node[n]['status']]
+        plan.node[n]['color'] = color
+    nx.write_dot(plan, 'graph.dot')
+    subprocess.call(['dot', '-Tpng', 'graph.dot', '-o', 'graph.png'])
diff --git a/solar/solar/orchestration/TODO b/solar/solar/orchestration/TODO
new file mode 100644
index 00000000..ad7ca136
--- /dev/null
+++ b/solar/solar/orchestration/TODO
@@ -0,0 +1,29 @@
+1. Core orchestration
+1.1. Celery integration
+1.2. Orchestrate stuff based on plan traversal
+1.3. Different controls
+1.4. Granular execution (e.g execute start/end, execute certain tasks, execute certain path)
+
+2. User facing interface for orchestration
+2.1. How to integrate this stuff with resources?
+Two options:
+- Use orchestrator as driver
+- Orchestrate resources externally, all logic implemented in resource driver
+2.2. How to allow reuse across different Profiles ?
+Solution: plan for each separate group of resources, e.g. plan for rabbitmq
+deployment is not exposed, it is stored only in rabbitmq resources template,
+but it exposes several *anchors* - amqp_cluster_ready and amqp_one_node_ready
+
+3. Granular testing
+3.1. How to integrate pre/post verifications with graph execution
+
+4. Add back timeout support
+
+Orchestration features
+-------------------------
+1. Controls
+- Execute task even if all predecessors failed
+- Execute task when one (specific number) predecessor succeed
+- Execute task when certain percent of tasks are success
+- Ignore if some task failed
+2. Granular execution
\ No newline at end of file
diff --git a/solar/solar/orchestration/__init__.py b/solar/solar/orchestration/__init__.py
new file mode 100644
index 00000000..e69de29b
diff --git a/solar/solar/orchestration/graph.py b/solar/solar/orchestration/graph.py
new file mode 100644
index 00000000..d7342e23
--- /dev/null
+++ b/solar/solar/orchestration/graph.py
@@ -0,0 +1,97 @@
+
+
+import json
+import uuid
+
+import networkx as nx
+import redis
+import yaml
+
+
+r = redis.StrictRedis(host='10.0.0.2', port=6379, db=1)
+
+
+def save_graph(name, graph):
+    # maybe it is possible to store part of information in AsyncResult backend
+    r.set('{}:nodes'.format(name), json.dumps(graph.node.items()))
+    r.set('{}:edges'.format(name), json.dumps(graph.edges(data=True)))
+    r.set('{}:attributes'.format(name), json.dumps(graph.graph))
+
+
+def get_graph(name):
+    dg = nx.DiGraph()
+    nodes = json.loads(r.get('{}:nodes'.format(name)))
+    edges = json.loads(r.get('{}:edges'.format(name)))
+    dg.graph = json.loads(r.get('{}:attributes'.format(name)))
+    dg.add_nodes_from(nodes)
+    dg.add_edges_from(edges)
+    return dg
+
+
+get_plan = get_graph
+
+
+def parse_plan(plan_data):
+    """ parses yaml definition and returns graph
+    """
+    plan = yaml.load(plan_data)
+    dg = nx.DiGraph()
+    dg.graph['name'] = plan['name']
+    for task in plan['tasks']:
+        dg.add_node(
+            task['uid'], status='PENDING', errmsg=None, **task['parameters'])
+        for v in task.get('before', ()):
+            dg.add_edge(task['uid'], v)
+        for u in task.get('after', ()):
+            dg.add_edge(u, task['uid'])
+    return dg
+
+
+def create_plan(plan_data):
+    """
+    """
+    dg = parse_plan(plan_data)
+    dg.graph['uid'] = "{0}:{1}".format(dg.graph['name'], str(uuid.uuid4()))
+    save_graph(dg.graph['uid'], dg)
+    return dg.graph['uid']
+
+
+def update_plan(uid, plan_data):
+    """update preserves old status of tasks if they werent removed
+    """
+    dg = parse_plan(plan_data)
+    old_dg = get_graph(uid)
+    dg.graph = old_dg.graph
+    for n in dg:
+        if n in old_dg:
+            dg.node[n]['status'] = old_dg.node[n]['status']
+
+    save_graph(uid, dg)
+    return uid
+
+
+def reset(uid, states=None):
+    dg = get_graph(uid)
+    for n in dg:
+        if states is None or dg.node[n]['status'] in states:
+            dg.node[n]['status'] = 'PENDING'
+    save_graph(uid, dg)
+
+
+def soft_stop(uid):
+    """Graph will stop when all currently inprogress tasks will be finished
+    """
+    dg = get_graph(uid)
+    dg.graph['stop'] = True
+    save_graph(uid, dg)
+
+
+def report_topo(uid):
+
+    dg = get_graph(uid)
+    report = []
+
+    for task in nx.topological_sort(dg):
+        report.append([task, dg.node[task]['status'], dg.node[task]['errmsg']])
+
+    return report
diff --git a/solar/solar/orchestration/tasks.py b/solar/solar/orchestration/tasks.py
new file mode 100644
index 00000000..49794ac9
--- /dev/null
+++ b/solar/solar/orchestration/tasks.py
@@ -0,0 +1,191 @@
+
+
+
+from functools import partial, wraps
+from itertools import islice
+import subprocess
+import time
+
+from celery import Celery
+from celery.app import task
+from celery import group
+from celery.exceptions import Ignore
+import redis
+
+from solar.orchestration import graph
+from solar.core import actions
+from solar.core import resource
+
+
+app = Celery(
+    'tasks',
+    backend='redis://10.0.0.2:6379/1',
+    broker='redis://10.0.0.2:6379/1')
+app.conf.update(CELERY_ACCEPT_CONTENT = ['json'])
+app.conf.update(CELERY_TASK_SERIALIZER = 'json')
+
+r = redis.StrictRedis(host='10.0.0.2', port=6379, db=1)
+
+
+class ReportTask(task.Task):
+
+    def on_success(self, retval, task_id, args, kwargs):
+        schedule_next.apply_async(args=[task_id, 'SUCCESS'], queue='scheduler')
+
+    def on_failure(self, exc, task_id, args, kwargs, einfo):
+        schedule_next.apply_async(
+            args=[task_id, 'ERROR'],
+            kwargs={'errmsg': str(einfo.exception)},
+            queue='scheduler')
+
+
+report_task = partial(app.task, base=ReportTask, bind=True)
+
+
+@report_task
+def solar_resource(ctxt, resource_name, action):
+    res = resource.load(resource_name)
+    return actions.resource_action(res, action)
+
+
+@report_task
+def cmd(ctxt, cmd):
+    popen = subprocess.Popen(
+        cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, shell=True)
+    out, err = popen.communicate()
+    rcode = popen.returncode
+    if rcode:
+        raise Exception('Command %s failed with err %s', cmd, err)
+    return popen.returncode, out, err
+
+
+@report_task
+def sleep(ctxt, seconds):
+    time.sleep(seconds)
+
+
+@report_task
+def error(ctxt, message):
+    raise Exception('message')
+
+
+@report_task
+def fault_tolerance(ctxt, percent):
+    task_id = ctxt.request.id
+    plan_uid, task_name = task_id.rsplit(':', 1)
+
+    dg = graph.get_graph(plan_uid)
+    success = 0.0
+    predecessors = dg.predecessors(task_name)
+    lth = len(predecessors)
+
+    for s in predecessors:
+        if dg.node[s]['status'] == 'SUCCESS':
+            success += 1
+
+    succes_percent = (success/lth) * 100
+    if succes_percent < percent:
+        raise Exception('Cant proceed with, {0} < {1}'.format(
+            succes_percent, percent))
+
+
+@report_task
+def echo(ctxt, message):
+    return message
+
+
+@report_task
+def anchor(ctxt, *args):
+    # such tasks should be walked when atleast 1/3/exact number of resources visited
+    dg = graph.get_graph('current')
+    for s in dg.predecessors(ctxt.request.id):
+        if dg.node[s]['status'] != 'SUCCESS':
+            raise Exception('One of the tasks erred, cant proceeed')
+
+
+def schedule(plan_uid, dg):
+    next_tasks = list(traverse(dg))
+    graph.save_graph(plan_uid, dg)
+    print 'GRAPH {0}\n NEXT TASKS {1}'.format(dg.node, next_tasks)
+    group(next_tasks)()
+
+
+@app.task
+def schedule_start(plan_uid, start=None, end=None):
+    """On receive finished task should update storage with task result:
+
+    - find successors that should be executed
+    - apply different policies to tasks
+    """
+    dg = graph.get_graph(plan_uid)
+    dg.graph['stop'] = False
+    schedule(plan_uid, dg)
+
+
+@app.task
+def schedule_next(task_id, status, errmsg=None):
+    plan_uid, task_name = task_id.rsplit(':', 1)
+    dg = graph.get_graph(plan_uid)
+    dg.node[task_name]['status'] = status
+    dg.node[task_name]['errmsg'] = errmsg
+
+    schedule(plan_uid, dg)
+
+# TODO(dshulyak) some tasks should be evaluated even if not all predecessors
+# succeded, how to identify this?
+# - add ignor_error on edge
+# - add ignore_predecessor_errors on task in consideration
+# - make fault_tolerance not a task but a policy for all tasks
+control_tasks = [fault_tolerance, anchor]
+
+
+def traverse(dg):
+    """
+    1. Node should be visited only when all predecessors already visited
+    2. Visited nodes should have any state except PENDING, INPROGRESS, for now
+    is SUCCESS or ERROR, but it can be extended
+    3. If node is INPROGRESS it should not be visited once again
+    """
+    visited = set()
+    for node in dg:
+        data = dg.node[node]
+        if data['status'] not in ('PENDING', 'INPROGRESS'):
+            visited.add(node)
+
+    for node in dg:
+        data = dg.node[node]
+
+        if node in visited:
+            continue
+        elif data['status'] == 'INPROGRESS':
+            continue
+
+        predecessors = set(dg.predecessors(node))
+
+        if predecessors <= visited:
+            task_id = '{}:{}'.format(dg.graph['uid'], node)
+
+            task_name = '{}.{}'.format(__name__, data['type'])
+            task = app.tasks[task_name]
+
+            if all_success(dg, predecessors) or task in control_tasks:
+                dg.node[node]['status'] = 'INPROGRESS'
+                for t in generate_task(task, dg, data, task_id):
+                    yield t
+
+
+def generate_task(task, dg, data, task_id):
+
+    subtask = task.subtask(
+        data['args'], task_id=task_id,
+        time_limit=data.get('time_limit', None),
+        soft_time_limit=data.get('soft_time_limit', None))
+
+    if data.get('target', None):
+        subtask.set(queue=data['target'])
+
+    yield subtask
+
+
+def all_success(dg, nodes):
+    return all((dg.node[n]['status'] == 'SUCCESS' for n in nodes))