/*
This file is part of GNUnet.
- (C) 2011 Christian Grothoff (and other contributing authors)
+ Copyright (C) 2011-2014 GNUnet e.V.
GNUnet is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published
You should have received a copy of the GNU General Public License
along with GNUnet; see the file COPYING. If not, write to the
- Free Software Foundation, Inc., 59 Temple Place - Suite 330,
- Boston, MA 02111-1307, USA.
+ Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor,
+ Boston, MA 02110-1301, USA.
*/
/**
* @author Fabian Oehlmann
* @author Matthias Wachs
*/
-#include "plugin_ats_ril.h"
+#include "platform.h"
+#include <float.h>
+#include <math.h>
+#include "gnunet_ats_plugin.h"
+#include "gnunet-service-ats_addresses.h"
+
+
#define LOG(kind,...) GNUNET_log_from (kind, "ats-ril",__VA_ARGS__)
-#define RIL_MIN_BW ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__)
-#define RIL_MAX_BW 1024 * 1000//GNUNET_ATS_MaxBandwidth TODO! revert
+#define RIL_MIN_BW (5 * ntohl (GNUNET_CONSTANTS_DEFAULT_BW_IN_OUT.value__))
+#define RIL_MAX_BW GNUNET_ATS_MaxBandwidth
#define RIL_ACTION_INVALID -1
#define RIL_INTERVAL_EXPONENT 10
-#define RIL_UTILITY_DELAY_MAX 100
-
-#define RIL_DEFAULT_STEP_TIME_MIN GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MILLISECONDS, 500)
-#define RIL_DEFAULT_STEP_TIME_MAX GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MILLISECONDS, 3000)
-#define RIL_DEFAULT_ALGORITHM RIL_ALGO_Q
-#define RIL_DEFAULT_SELECT RIL_SELECT_EGREEDY
-#define RIL_DEFAULT_WELFARE RIL_WELFARE_EGALITARIAN
-#define RIL_DEFAULT_DISCOUNT_BETA 1.0
+#define RIL_UTILITY_DELAY_MAX 1000
+
+#define RIL_DEFAULT_STEP_TIME_MIN GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MILLISECONDS, 200)
+#define RIL_DEFAULT_STEP_TIME_MAX GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MILLISECONDS, 2000)
+#define RIL_DEFAULT_ALGORITHM RIL_ALGO_SARSA
+#define RIL_DEFAULT_SELECT RIL_SELECT_SOFTMAX
+#define RIL_DEFAULT_WELFARE RIL_WELFARE_NASH
+#define RIL_DEFAULT_DISCOUNT_BETA 0.6
#define RIL_DEFAULT_DISCOUNT_GAMMA 0.5
-#define RIL_DEFAULT_GRADIENT_STEP_SIZE 0.1
+#define RIL_DEFAULT_GRADIENT_STEP_SIZE 0.01
#define RIL_DEFAULT_TRACE_DECAY 0.5
-#define RIL_DEFAULT_EXPLORE_RATIO 0.1
-#define RIL_DEFAULT_RBF_DIVISOR 10
-#define RIL_DEFAULT_GLOBAL_REWARD_SHARE 0.5
-#define RIL_DEFAULT_TEMPERATURE 1.0
+#define RIL_DEFAULT_EXPLORE_RATIO 1
+#define RIL_DEFAULT_EXPLORE_DECAY 0.95
+#define RIL_DEFAULT_RBF_DIVISOR 50
+#define RIL_DEFAULT_TEMPERATURE 0.1
+#define RIL_DEFAULT_TEMPERATURE_DECAY 1
#define RIL_INC_DEC_STEP_SIZE 1
-#define RIL_NOP_BONUS 0.5
+#define RIL_NOP_DECAY 0.5
/**
* ATS reinforcement learning solver
enum RIL_Action_Type
{
RIL_ACTION_NOTHING = 0,
- RIL_ACTION_BW_IN_DBL = -2, //TODO! put actions back
+ RIL_ACTION_BW_IN_DBL = -2, //TODO? Potentially add more actions
RIL_ACTION_BW_IN_HLV = -3,
RIL_ACTION_BW_IN_INC = 1,
RIL_ACTION_BW_IN_DEC = 2,
enum RIL_E_Modification
{
- RIL_E_DISCOUNT,
+ RIL_E_DECAY,
RIL_E_ZERO,
RIL_E_ACCUMULATE,
RIL_E_REPLACE
*/
enum RIL_E_Modification eligibility_trace_mode;
+ /**
+ * Initial softmax action-selection temperature
+ */
+ double temperature_init;
+
/**
* Softmax action-selection temperature
*/
double temperature;
+ /**
+ * Decay factor of the temperature value
+ */
+ double temperature_decay;
+
/**
* Which measure of social welfare should be used
*/
*/
enum RIL_Select select;
+ /**
+ * Initial exploration ratio value
+ */
+ double epsilon_init;
+
/**
* Ratio, with what probability an agent should explore in the e-greed policy
*/
- double explore_ratio;
+ double epsilon;
/**
- * How big the share of the global part of the reward signal is
+ * Decay factor of the explore ratio
*/
- double reward_global_share;
+ double epsilon_decay;
/**
* Minimal interval time between steps in milliseconds
* The address
*/
struct ATS_Address *address_naked;
-
- /**
- * Last inbound bandwidth used
- */
- unsigned long long bw_in;
-
- /**
- * Last outbound bandwidth used
- */
- unsigned long long bw_out;
-
};
+
struct RIL_Peer_Agent
{
/**
/**
* Last perceived state feature vector
*/
- double * s_old;
+ double *s_old;
/**
* Last chosen action
/**
* Address in use
*/
- struct ATS_Address * address_inuse;
+ struct ATS_Address *address_inuse;
/**
* Head of addresses DLL
*/
- struct RIL_Address_Wrapped * addresses_head;
+ struct RIL_Address_Wrapped *addresses_head;
/**
* Tail of addresses DLL
*/
- struct RIL_Address_Wrapped * addresses_tail;
+ struct RIL_Address_Wrapped *addresses_tail;
/**
* Inbound bandwidth assigned by the agent
*/
- unsigned long long bw_in;
+ uint32_t bw_in;
/**
* Outbound bandwidth assigned by the agent
*/
- unsigned long long bw_out;
+ uint32_t bw_out;
/**
* Flag whether a suggestion has to be issued
/**
* The address which has to be issued
*/
- struct ATS_Address * suggestion_address;
+ struct ATS_Address *suggestion_address;
/**
* The agent's last objective value
/**
* Total available inbound bandwidth
*/
- unsigned long long bw_in_available;
+ uint32_t bw_in_available;
/**
* Bandwidth inbound assigned in network after last step
*/
- unsigned long long bw_in_assigned;
+ uint32_t bw_in_assigned;
/**
* Bandwidth inbound actually utilized in the network
*/
- unsigned long long bw_in_utilized;
+ uint32_t bw_in_utilized;
/**
* Total available outbound bandwidth
*/
- unsigned long long bw_out_available;
+ uint32_t bw_out_available;
/**
* Bandwidth outbound assigned in network after last step
/**
* Number of active agents in scope
*/
- unsigned int agent_count;
+ unsigned int active_agent_count;
/**
* The social welfare achieved in the scope
/**
* The solver-plugin environment of the solver-plugin API
*/
- struct GNUNET_ATS_PluginEnvironment *plugin_envi;
-
- /**
- * Statistics handle
- */
- struct GNUNET_STATISTICS_Handle *stats;
+ struct GNUNET_ATS_PluginEnvironment *env;
/**
* Number of performed steps
/**
* Task identifier of the next time-step to be executed
*/
- GNUNET_SCHEDULER_TaskIdentifier step_next_task_id;
+ struct GNUNET_SCHEDULER_Task * step_next_task_id;
/**
* Variable discount factor, dependent on time between steps
* @return estimation value
*/
static double
-agent_q (struct RIL_Peer_Agent *agent, double *state, int action)
+agent_q (struct RIL_Peer_Agent *agent,
+ const double *state,
+ int action)
{
- int i;
- double result = 0;
+ unsigned int i;
+ double result = 0.0;
for (i = 0; i < agent->m; i++)
- {
result += state[i] * agent->W[action][i];
- }
-
- GNUNET_assert(!isnan(result));
- //prevent crash when learning diverges
+ /* prevent crashes if learning diverges */
+ if (isnan(result))
+ return isnan(result) * UINT32_MAX;
if (isinf(result))
- {
return isinf(result) * UINT32_MAX;
- }
return result;
}
break;
case RIL_ACTION_BW_IN_DEC:
case RIL_ACTION_BW_IN_HLV:
- if (agent->bw_in <= RIL_MIN_BW)
+ if (agent->bw_in <= 0)
return GNUNET_NO;
else
return GNUNET_YES;
break;
case RIL_ACTION_BW_OUT_DEC:
case RIL_ACTION_BW_OUT_HLV:
- if (agent->bw_out <= RIL_MIN_BW)
+ if (agent->bw_out <= 0)
return GNUNET_NO;
else
return GNUNET_YES;
}
GNUNET_assert(GNUNET_NO);
+ return RIL_ACTION_INVALID;
}
agent_update (struct RIL_Peer_Agent *agent, double reward, double *s_next, int a_prime)
{
int i;
+ int k;
double delta;
- double *theta = agent->W[agent->a_old];
+ double **theta = agent->W;
delta = agent->envi->global_discount_integrated * reward; //reward
delta += agent->envi->global_discount_variable * agent_q (agent, s_next, a_prime); //discounted future value
// agent_q (agent, s_next, a_prime),
// delta);
- for (i = 0; i < agent->m; i++)
+ for (k = 0; k < agent->n; k++)
{
-// LOG(GNUNET_ERROR_TYPE_INFO, "alpha = %f delta = %f e[%d] = %f\n",
-// agent->envi->parameters.alpha,
-// delta,
-// i,
-// agent->e[i]);
- theta[i] += agent->envi->parameters.alpha * delta * agent->E[agent->a_old][i];
+ for (i = 0; i < agent->m; i++)
+ {
+ // LOG(GNUNET_ERROR_TYPE_INFO, "alpha = %f delta = %f e[%d] = %f\n",
+ // agent->envi->parameters.alpha,
+ // delta,
+ // i,
+ // agent->e[i]);
+ theta[k][i] += agent->envi->parameters.alpha * delta * agent->E[k][i];
+ }
}
}
* Changes the eligibility trace vector e in various manners:
* #RIL_E_ACCUMULATE - adds @a feature to each component as in accumulating eligibility traces
* #RIL_E_REPLACE - resets each component to @a feature as in replacing traces
- * #RIL_E_DISCOUNT - multiplies e with discount factor and lambda as in the update rule
+ * #RIL_E_DECAY - multiplies e with discount factor and lambda as in the update rule
* #RIL_E_ZERO - sets e to 0 as in Watkin's Q-learning algorithm when exploring and when initializing
*
* @param agent the agent handle
* @param mod the kind of modification
* @param feature the feature vector
+ * @param action the action to take
*/
static void
agent_modify_eligibility (struct RIL_Peer_Agent *agent,
agent->E[action][i] += feature[i];
break;
case RIL_E_REPLACE:
- agent->E[action][i] = (agent->envi->global_discount_variable * agent->envi->parameters.lambda * agent->E[action][i]) > feature[i] ? agent->E[action][i] : feature[i];
+ agent->E[action][i] = agent->E[action][i] > feature[i] ? agent->E[action][i] : feature[i];
break;
- case RIL_E_DISCOUNT:
+ case RIL_E_DECAY:
for (k = 0; k < agent->n; k++)
{
agent->E[k][i] *= agent->envi->global_discount_variable * agent->envi->parameters.lambda;
enum GAS_Solver_Operation op,
enum GAS_Solver_Status stat)
{
- if (NULL != solver->plugin_envi->info_cb)
- solver->plugin_envi->info_cb (solver->plugin_envi->info_cb_cls, op, stat, GAS_INFO_NONE);
+ solver->env->info_cb (solver->env->cls,
+ op,
+ stat,
+ GAS_INFO_NONE);
}
+/**
+ * Calculates the maximum bandwidth an agent can assign in a network scope
+ *
+ * @param net
+ */
+static unsigned long long
+ril_get_max_bw (struct RIL_Scope *net)
+{
+ return GNUNET_MIN(2 * GNUNET_MAX(net->bw_in_available, net->bw_out_available), GNUNET_ATS_MaxBandwidth);
+}
/**
* Changes the active assignment suggestion of the handler and invokes the bw_changed callback to
* @param new_address the address which is to be used
* @param new_bw_in the new amount of inbound bandwidth set for this address
* @param new_bw_out the new amount of outbound bandwidth set for this address
- * @param silent disables invocation of the bw_changed callback, if GNUNET_YES
+ * @param silent disables invocation of the bw_changed callback, if #GNUNET_YES
*/
static void
envi_set_active_suggestion (struct GAS_RIL_Handle *solver,
{
int notify = GNUNET_NO;
- LOG(GNUNET_ERROR_TYPE_DEBUG, " set_active_suggestion() for peer '%s'\n", GNUNET_i2s (&agent->peer));
+ LOG(GNUNET_ERROR_TYPE_DEBUG,
+ " set_active_suggestion() for peer '%s'\n",
+ GNUNET_i2s (&agent->peer));
//address change
if (agent->address_inuse != new_address)
if (NULL != agent->address_inuse)
{
agent->address_inuse->active = GNUNET_NO;
- agent->address_inuse->assigned_bw_in.value__ = htonl (0);
- agent->address_inuse->assigned_bw_out.value__ = htonl (0);
+ agent->address_inuse->assigned_bw_in = 0;
+ agent->address_inuse->assigned_bw_out = 0;
}
if (NULL != new_address)
{
LOG(GNUNET_ERROR_TYPE_DEBUG, " set address active: %s\n", agent->is_active ? "yes" : "no");
new_address->active = agent->is_active;
- new_address->assigned_bw_in.value__ = htonl (agent->bw_in);
- new_address->assigned_bw_out.value__ = htonl (agent->bw_out);
+ new_address->assigned_bw_in = agent->bw_in;
+ new_address->assigned_bw_out = agent->bw_out;
}
notify |= GNUNET_YES;
}
if (agent->bw_in != new_bw_in)
{
agent->bw_in = new_bw_in;
- new_address->assigned_bw_in.value__ = htonl (new_bw_in);
+ new_address->assigned_bw_in = new_bw_in;
notify |= GNUNET_YES;
}
if (agent->bw_out != new_bw_out)
{
agent->bw_out = new_bw_out;
- new_address->assigned_bw_out.value__ = htonl (new_bw_out);
+ new_address->assigned_bw_out = new_bw_out;
notify |= GNUNET_YES;
}
}
}
else if (agent->address_inuse)
{
- //disconnect case, no new address
- GNUNET_assert(0 == ntohl (agent->address_inuse->assigned_bw_in.value__));
- GNUNET_assert(0 == ntohl (agent->address_inuse->assigned_bw_out.value__));
+ /* disconnect case, no new address */
+ GNUNET_assert(0 == agent->address_inuse->assigned_bw_in);
+ GNUNET_assert(0 == agent->address_inuse->assigned_bw_out);
agent->bw_in = 0;
agent->bw_out = 0;
state = GNUNET_malloc (sizeof(double) * agent->m);
- max_bw = RIL_MAX_BW;
+ max_bw = ril_get_max_bw((struct RIL_Scope *) agent->address_inuse->solver_information);
y[0] = (double) agent->bw_out;
y[1] = (double) agent->bw_in;
return state;
}
-/**
- * Retrieves an ATS information value of an address
- *
- * @param address the address in question
- * @param type the ATS information type
- * @return the value
- */
-static unsigned int
-ril_get_atsi (struct ATS_Address *address, uint32_t type)
-{
- int c1;
- GNUNET_assert(NULL != address);
-
- if ((NULL == address->atsi) || (0 == address->atsi_count))
- return GNUNET_ATS_QUALITY_NET_DELAY == type ? UINT32_MAX : 1;
-
- for (c1 = 0; c1 < address->atsi_count; c1++)
- {
- if (ntohl (address->atsi[c1].type) == type)
- return ntohl (address->atsi[c1].value);
- }
- return GNUNET_ATS_QUALITY_NET_DELAY == type ? UINT32_MAX : 1;
-}
/**
* Returns the utility value of the connection an agent manages
double delay_norm;
double pref_match;
- preferences = agent->envi->plugin_envi->get_preferences (agent->envi->plugin_envi->get_preference_cls,
- &agent->peer);
+ preferences = agent->envi->env->get_preferences (agent->envi->env->cls,
+ &agent->peer);
- delay_atsi = (double) ril_get_atsi (agent->address_inuse, GNUNET_ATS_QUALITY_NET_DELAY);
+ delay_atsi = agent->address_inuse->norm_delay.norm;
delay_norm = RIL_UTILITY_DELAY_MAX*exp(-delay_atsi*0.00001);
- pref_match = (preferences[GNUNET_ATS_PREFERENCE_LATENCY] * delay_norm);
- pref_match += (preferences[GNUNET_ATS_PREFERENCE_BANDWIDTH] * (double) (agent->bw_in/RIL_MIN_BW));
- pref_match += (preferences[GNUNET_ATS_PREFERENCE_BANDWIDTH] * (double) (agent->bw_out/RIL_MIN_BW));
-
-// return (double) (agent->bw_in/RIL_MIN_BW);
-// return sqrt((double) (agent->bw_in/RIL_MIN_BW) * (double) (agent->bw_out/RIL_MIN_BW));
+ pref_match = preferences[GNUNET_ATS_PREFERENCE_LATENCY] * delay_norm;
+ pref_match += preferences[GNUNET_ATS_PREFERENCE_BANDWIDTH] *
+ sqrt((double) (agent->bw_in/RIL_MIN_BW) * (double) (agent->bw_out/RIL_MIN_BW));
return pref_match;
}
{
if (cur->is_active && cur->address_inuse && (cur->address_inuse->solver_information == scope))
{
- result *= pow(agent_get_utility(cur), 1.0 / (double) scope->agent_count);
+ result *= pow(agent_get_utility(cur), 1.0 / (double) scope->active_agent_count);
}
}
return result;
return 1;
}
-static double
-envi_penalty_share (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent)
-{
- struct RIL_Scope *net;
- double util_ratio_in;
- double util_ratio_out;
- double util_ratio_max;
- double sigmoid_x;
-
- net = agent->address_inuse->solver_information;
-
- util_ratio_in = (double) net->bw_in_utilized / (double) net->bw_in_available;
- util_ratio_out = (double) net->bw_out_utilized / (double) net->bw_out_available;
- util_ratio_max = GNUNET_MAX (util_ratio_in, util_ratio_out);
- sigmoid_x = util_ratio_max - 1;
- return 1 - (1 / (1 + exp(5 * sigmoid_x)));
-}
-
static double
envi_get_penalty (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent)
{
net = agent->address_inuse->solver_information;
- //TODO make sure in tests to have utilization property updated
if (net->bw_in_utilized > net->bw_in_available)
{
over_in = net->bw_in_utilized - net->bw_in_available;
if (RIL_ACTION_BW_IN_INC == agent->a_old)
{
- over_in *= 2;
+ /* increase quadratically */
+ over_in *= over_in;
}
}
if (net->bw_out_utilized > net->bw_out_available)
over_out = net->bw_out_utilized - net->bw_out_available;
if (RIL_ACTION_BW_OUT_INC == agent->a_old)
{
- over_out *= 2;
+ /* increase quadratically */
+ over_out *= over_out;
}
}
- over_max = GNUNET_MAX (over_in , over_out) / RIL_MIN_BW;
+ over_max = (over_in + over_out) / (RIL_MIN_BW * RIL_MIN_BW);
return -1.0 * (double) over_max;
}
double objective;
double delta;
double steady;
- double pen_share;
double penalty;
double reward;
net = agent->address_inuse->solver_information;
+ penalty = envi_get_penalty(solver, agent);
objective = (agent_get_utility (agent) + net->social_welfare) / 2;
delta = objective - agent->objective_old;
agent->objective_old = objective;
- if (delta != 0)
+ if (delta != 0 && penalty == 0)
+ {
+ agent->nop_bonus = delta * RIL_NOP_DECAY;
+ }
+ else
{
- agent->nop_bonus = delta * 0.5;
+ agent->nop_bonus *= RIL_NOP_DECAY;
}
steady = (RIL_ACTION_NOTHING == agent->a_old) ? agent->nop_bonus : 0;
- pen_share = envi_penalty_share(solver, agent);
- penalty = envi_get_penalty(solver, agent);
-
reward = delta + steady;
- return ((1 - pen_share) * reward) + (pen_share * penalty);
+ return reward + penalty;
}
/**
int direction_in)
{
unsigned long long new_bw;
+ unsigned long long max_bw;
+
+ max_bw = ril_get_max_bw((struct RIL_Scope *) agent->address_inuse->solver_information);
if (direction_in)
{
new_bw = agent->bw_in * 2;
- if (new_bw < agent->bw_in || new_bw > RIL_MAX_BW)
- new_bw = RIL_MAX_BW;
+ if (new_bw < agent->bw_in || new_bw > max_bw)
+ new_bw = max_bw;
envi_set_active_suggestion (solver, agent, agent->address_inuse, new_bw,
agent->bw_out, GNUNET_NO);
}
else
{
new_bw = agent->bw_out * 2;
- if (new_bw < agent->bw_out || new_bw > RIL_MAX_BW)
- new_bw = RIL_MAX_BW;
+ if (new_bw < agent->bw_out || new_bw > max_bw)
+ new_bw = max_bw;
envi_set_active_suggestion (solver, agent, agent->address_inuse, agent->bw_in,
new_bw, GNUNET_NO);
}
if (direction_in)
{
new_bw = agent->bw_in / 2;
- if (new_bw < RIL_MIN_BW || new_bw > agent->bw_in)
- new_bw = RIL_MIN_BW;
+ if (new_bw <= 0 || new_bw > agent->bw_in)
+ new_bw = 0;
envi_set_active_suggestion (solver, agent, agent->address_inuse, new_bw, agent->bw_out,
GNUNET_NO);
}
else
{
new_bw = agent->bw_out / 2;
- if (new_bw < RIL_MIN_BW || new_bw > agent->bw_out)
- new_bw = RIL_MIN_BW;
+ if (new_bw <= 0 || new_bw > agent->bw_out)
+ new_bw = 0;
envi_set_active_suggestion (solver, agent, agent->address_inuse, agent->bw_in, new_bw,
GNUNET_NO);
}
envi_action_bw_inc (struct GAS_RIL_Handle *solver, struct RIL_Peer_Agent *agent, int direction_in)
{
unsigned long long new_bw;
+ unsigned long long max_bw;
+
+ max_bw = ril_get_max_bw((struct RIL_Scope *) agent->address_inuse->solver_information);
if (direction_in)
{
new_bw = agent->bw_in + (RIL_INC_DEC_STEP_SIZE * RIL_MIN_BW);
- if (new_bw < agent->bw_in || new_bw > RIL_MAX_BW)
- new_bw = RIL_MAX_BW;
+ if (new_bw < agent->bw_in || new_bw > max_bw)
+ new_bw = max_bw;
envi_set_active_suggestion (solver, agent, agent->address_inuse, new_bw,
agent->bw_out, GNUNET_NO);
}
else
{
new_bw = agent->bw_out + (RIL_INC_DEC_STEP_SIZE * RIL_MIN_BW);
- if (new_bw < agent->bw_out || new_bw > RIL_MAX_BW)
- new_bw = RIL_MAX_BW;
+ if (new_bw < agent->bw_out || new_bw > max_bw)
+ new_bw = max_bw;
envi_set_active_suggestion (solver, agent, agent->address_inuse, agent->bw_in,
new_bw, GNUNET_NO);
}
if (direction_in)
{
new_bw = agent->bw_in - (RIL_INC_DEC_STEP_SIZE * RIL_MIN_BW);
- if (new_bw < RIL_MIN_BW || new_bw > agent->bw_in)
- new_bw = RIL_MIN_BW;
+ if (new_bw <= 0 || new_bw > agent->bw_in)
+ new_bw = 0;
envi_set_active_suggestion (solver, agent, agent->address_inuse, new_bw, agent->bw_out,
GNUNET_NO);
}
else
{
new_bw = agent->bw_out - (RIL_INC_DEC_STEP_SIZE * RIL_MIN_BW);
- if (new_bw < RIL_MIN_BW || new_bw > agent->bw_out)
- new_bw = RIL_MIN_BW;
+ if (new_bw <= 0 || new_bw > agent->bw_out)
+ new_bw = 0;
envi_set_active_suggestion (solver, agent, agent->address_inuse, agent->bw_in, new_bw,
GNUNET_NO);
}
struct RIL_Address_Wrapped *cur;
int i = 0;
- cur = agent_address_get_wrapped(agent, agent->address_inuse);
- cur->bw_in = agent->bw_in;
- cur->bw_out = agent->bw_out;
+ //cur = agent_address_get_wrapped(agent, agent->address_inuse);
for (cur = agent->addresses_head; NULL != cur; cur = cur->next)
{
if (i == address_index)
{
- envi_set_active_suggestion (solver, agent, cur->address_naked, cur->bw_in, cur->bw_out,
+ envi_set_active_suggestion (solver, agent, cur->address_naked, agent->bw_in, agent->bw_out,
GNUNET_NO);
return;
}
double r = (double) GNUNET_CRYPTO_random_u32 (GNUNET_CRYPTO_QUALITY_WEAK,
UINT32_MAX) / (double) UINT32_MAX;
- if (r < agent->envi->parameters.explore_ratio) //explore
+ if (r < agent->envi->parameters.epsilon) //explore
{
action = agent_get_action_random(agent);
if (RIL_ALGO_Q == agent->envi->parameters.algorithm)
{
agent->eligibility_reset = GNUNET_YES;
}
+ agent->envi->parameters.epsilon *= agent->envi->parameters.epsilon_decay;
return action;
}
else //exploit
if (agent_action_is_possible(agent, i))
{
eqt[i] = exp(agent_q(agent,state,i) / agent->envi->parameters.temperature);
+ if (isinf (eqt[i]))
+ eqt[i] = isinf(eqt[i]) * UINT32_MAX;
sum += eqt[i];
}
}
{
if (sum + p[i] > r)
{
- if (RIL_ALGO_Q == agent->envi->parameters.algorithm)
+ if (i != a_max)
{
- if (i != a_max)
+ if (RIL_ALGO_Q == agent->envi->parameters.algorithm)
agent->eligibility_reset = GNUNET_YES;
+ agent->envi->parameters.temperature *= agent->envi->parameters.temperature_decay;
}
return i;
}
sum += p[i];
}
GNUNET_assert(GNUNET_NO);
+ return RIL_ACTION_INVALID;
}
/**
}
else
{
- agent_modify_eligibility (agent, RIL_E_DISCOUNT, NULL, -1);
+ agent_modify_eligibility (agent, RIL_E_DECAY, NULL, -1);
}
if (RIL_ACTION_INVALID != agent->a_old)
{
GNUNET_assert(RIL_ACTION_INVALID != a_next);
- GNUNET_log (GNUNET_ERROR_TYPE_INFO, "step() Step# %llu R: %f IN %llu OUT %llu A: %d\n",
+ LOG (GNUNET_ERROR_TYPE_DEBUG, "step() Step# %llu R: %f IN %llu OUT %llu A: %d\n",
agent->step_count,
reward,
agent->bw_in/1024,
static void
ril_step (struct GAS_RIL_Handle *solver);
+
/**
* Task for the scheduler, which performs one step and lets the solver know that
* no further step is scheduled.
*
* @param cls the solver handle
- * @param tc the task context for the scheduler
*/
static void
-ril_step_scheduler_task (void *cls, const struct GNUNET_SCHEDULER_TaskContext *tc)
+ril_step_scheduler_task (void *cls)
{
struct GAS_RIL_Handle *solver = cls;
- solver->step_next_task_id = GNUNET_SCHEDULER_NO_TASK;
+ solver->step_next_task_id = NULL;
ril_step (solver);
}
net = solver->network_entries[i];
if (net.bw_in_assigned > 0) //only consider scopes where an address is actually active
{
- sum_assigned += net.bw_in_assigned;
- sum_assigned += net.bw_out_assigned;
+ sum_assigned += net.bw_in_utilized;
+ sum_assigned += net.bw_out_utilized;
sum_available += net.bw_in_available;
sum_available += net.bw_out_available;
}
ratio = 0;
}
- return ratio > 1 ? 1 : ratio; //overassignment is possible, cap at 1
+ return ratio > 1 ? 1 : ratio; //overutilization is possible, cap at 1
}
/**
{
struct RIL_Address_Wrapped *addr_wrap;
struct RIL_Scope *net;
+ unsigned long long start_in;
+ unsigned long long start_out;
for (addr_wrap = agent->addresses_head; NULL != addr_wrap; addr_wrap = addr_wrap->next)
{
if (ril_network_is_not_full(solver, net->type))
{
if (NULL == agent->address_inuse)
- envi_set_active_suggestion (solver, agent, addr_wrap->address_naked, RIL_MIN_BW, RIL_MIN_BW, silent);
+ {
+ start_in = net->bw_in_available < net->bw_in_utilized ? (net->bw_in_available - net->bw_in_utilized) / 2 : RIL_MIN_BW;
+ start_out = net->bw_out_available < net->bw_out_utilized ? (net->bw_out_available - net->bw_out_utilized) / 2 : RIL_MIN_BW;
+ envi_set_active_suggestion (solver, agent, addr_wrap->address_naked, start_in, start_out, silent);
+ }
return;
}
}
struct GNUNET_TIME_Relative time_delta;
double tau;
- // MDP case - TODO remove when debugged
+ // MDP case only for debugging purposes
if (solver->simulate)
{
solver->global_discount_variable = solver->parameters.gamma;
if (net->type == type)
{
if (direction_in)
- sum += ril_get_atsi (cur->address_inuse, GNUNET_ATS_UTILIZATION_IN);
+ sum += cur->address_inuse->norm_utilization_in.norm;
else
- sum += ril_get_atsi (cur->address_inuse, GNUNET_ATS_UTILIZATION_OUT);
+ sum += cur->address_inuse->norm_utilization_out.norm;
}
}
}
net->bw_in_utilized = ril_network_get_utilized(solver, net->type, GNUNET_YES);
net->bw_out_assigned = ril_network_get_assigned(solver, net->type, GNUNET_NO);
net->bw_out_utilized = ril_network_get_utilized(solver, net->type, GNUNET_NO);
- net->agent_count = ril_network_count_active_agents(solver, net);
+ net->active_agent_count = ril_network_count_active_agents(solver, net);
net->social_welfare = ril_network_get_social_welfare(solver, net);
}
}
time_next = GNUNET_TIME_relative_multiply (GNUNET_TIME_UNIT_MICROSECONDS, (unsigned long long) y);
- LOG (GNUNET_ERROR_TYPE_INFO, "ratio: %f, factor: %f, offset: %f, y: %f\n",
- used_ratio,
- factor,
- offset,
- y);
+// LOG (GNUNET_ERROR_TYPE_INFO, "ratio: %f, factor: %f, offset: %f, y: %f\n",
+// used_ratio,
+// factor,
+// offset,
+// y);
if (solver->simulate)
{
time_next = GNUNET_TIME_UNIT_ZERO;
}
- if ((GNUNET_SCHEDULER_NO_TASK == solver->step_next_task_id) && (GNUNET_NO == solver->done))
+ if ((NULL == solver->step_next_task_id) && (GNUNET_NO == solver->done))
{
solver->step_next_task_id = GNUNET_SCHEDULER_add_delayed (time_next, &ril_step_scheduler_task,
solver);
ril_networks_update_state (solver);
- solver->step_count += 1;
+ solver->step_count++;
ril_step_schedule_next (solver);
ril_inform (solver, GAS_OP_SOLVE_STOP, GAS_STAT_SUCCESS);
for (cur = solver->agents_head; NULL != cur; cur = cur->next)
{
if (cur->suggestion_issue) {
- solver->plugin_envi->bandwidth_changed_cb(solver->plugin_envi->bw_changed_cb_cls, cur->suggestion_address);
+ solver->env->bandwidth_changed_cb (solver->env->cls,
+ cur->suggestion_address);
cur->suggestion_issue = GNUNET_NO;
}
}
else
{
tmpptr = GNUNET_malloc (size);
- memcpy (tmpptr, oldptr, bytes_before);
- memcpy (tmpptr + bytes_before, oldptr + (bytes_before + bytes_hole), bytes_after);
+ GNUNET_memcpy (tmpptr, oldptr, bytes_before);
+ GNUNET_memcpy (tmpptr + bytes_before, oldptr + (bytes_before + bytes_hole), bytes_after);
}
if (NULL != *old)
{
* @param kind the kind to change the preference
* @param pref_rel the normalized preference value for this kind over all clients
*/
-void
+static void
GAS_ril_address_change_preference (void *solver,
- const struct GNUNET_PeerIdentity *peer,
- enum GNUNET_ATS_PreferenceKind kind,
- double pref_rel)
+ const struct GNUNET_PeerIdentity *peer,
+ enum GNUNET_ATS_PreferenceKind kind,
+ double pref_rel)
{
LOG(GNUNET_ERROR_TYPE_DEBUG,
"API_address_change_preference() Preference '%s' for peer '%s' changed to %.2f \n",
GNUNET_ATS_print_preference_type (kind), GNUNET_i2s (peer), pref_rel);
- ril_step (solver);
+ struct GAS_RIL_Handle *s = solver;
+
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
+ ril_step (s);
}
+
/**
- * Entry point for the plugin
+ * Add a new address for a peer to the solver
*
- * @param cls pointer to the 'struct GNUNET_ATS_PluginEnvironment'
+ * The address is already contained in the addresses hashmap!
+ *
+ * @param solver the solver Handle
+ * @param address the address to add
+ * @param network network type of this address
*/
-void *
-libgnunet_plugin_ats_ril_init (void *cls)
+static void
+GAS_ril_address_add (void *solver,
+ struct ATS_Address *address,
+ uint32_t network)
{
- struct GNUNET_ATS_PluginEnvironment *env = cls;
- struct GAS_RIL_Handle *solver = GNUNET_new (struct GAS_RIL_Handle);
- struct RIL_Scope * cur;
- int c;
- char *string;
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+ struct RIL_Address_Wrapped *address_wrapped;
+ struct RIL_Scope *net;
+ unsigned int m_new;
+ unsigned int m_old;
+ unsigned int n_new;
+ unsigned int n_old;
+ int i;
+ unsigned int zero;
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_init() Initializing RIL solver\n");
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_add()\n");
- GNUNET_assert(NULL != env);
- GNUNET_assert(NULL != env->cfg);
- GNUNET_assert(NULL != env->stats);
- GNUNET_assert(NULL != env->bandwidth_changed_cb);
- GNUNET_assert(NULL != env->get_preferences);
- GNUNET_assert(NULL != env->get_property);
+ net = ril_get_network (s, network);
+ address->solver_information = net;
- if (GNUNET_OK != GNUNET_CONFIGURATION_get_value_number(env->cfg, "ats", "RIL_RBF_DIVISOR", &solver->parameters.rbf_divisor))
- {
- solver->parameters.rbf_divisor = RIL_DEFAULT_RBF_DIVISOR;
- }
- if (GNUNET_OK
- != GNUNET_CONFIGURATION_get_value_time (env->cfg, "ats", "RIL_STEP_TIME_MIN",
- &solver->parameters.step_time_min))
- {
- solver->parameters.step_time_min = RIL_DEFAULT_STEP_TIME_MIN;
- }
- if (GNUNET_OK
- != GNUNET_CONFIGURATION_get_value_time (env->cfg, "ats", "RIL_STEP_TIME_MAX",
- &solver->parameters.step_time_max))
+ if (!ril_network_is_active (s, network))
{
- solver->parameters.step_time_max = RIL_DEFAULT_STEP_TIME_MAX;
+ LOG(GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_add() Did not add %s address %s for peer '%s', network does not have enough bandwidth\n",
+ address->plugin, address->addr, GNUNET_i2s (&address->peer));
+ return;
}
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_ALGORITHM", &string))
+
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
+
+ agent = ril_get_agent (s, &address->peer, GNUNET_YES);
+
+ //add address
+ address_wrapped = GNUNET_new (struct RIL_Address_Wrapped);
+ address_wrapped->address_naked = address;
+ GNUNET_CONTAINER_DLL_insert_tail(agent->addresses_head, agent->addresses_tail, address_wrapped);
+
+ //increase size of W
+ m_new = agent->m + ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1));
+ m_old = agent->m;
+ n_new = agent->n + 1;
+ n_old = agent->n;
+
+ GNUNET_array_grow(agent->W, agent->n, n_new);
+ agent->n = n_old;
+ GNUNET_array_grow(agent->E, agent->n, n_new);
+ for (i = 0; i < n_new; i++)
{
- solver->parameters.algorithm = !strcmp (string, "SARSA") ? RIL_ALGO_SARSA : RIL_ALGO_Q;
- GNUNET_free (string);
+ if (i < n_old)
+ {
+ agent->m = m_old;
+ GNUNET_array_grow(agent->W[i], agent->m, m_new);
+ agent->m = m_old;
+ GNUNET_array_grow(agent->E[i], agent->m, m_new);
+ }
+ else
+ {
+ zero = 0;
+ GNUNET_array_grow(agent->W[i], zero, m_new);
+ zero = 0;
+ GNUNET_array_grow(agent->E[i], zero, m_new);
+ }
}
- else
+
+ //increase size of old state vector
+ agent->m = m_old;
+ GNUNET_array_grow(agent->s_old, agent->m, m_new);
+
+ ril_try_unblock_agent(s, agent, GNUNET_NO);
+
+ ril_step (s);
+
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "API_address_add() Added %s %s address %s for peer '%s'\n",
+ address->active ? "active" : "inactive", address->plugin, address->addr,
+ GNUNET_i2s (&address->peer));
+}
+
+/**
+ * Delete an address in the solver
+ *
+ * The address is not contained in the address hashmap anymore!
+ *
+ * @param solver the solver handle
+ * @param address the address to remove
+ */
+static void
+GAS_ril_address_delete (void *solver,
+ struct ATS_Address *address)
+{
+ struct GAS_RIL_Handle *s = solver;
+ struct RIL_Peer_Agent *agent;
+ struct RIL_Address_Wrapped *address_wrapped;
+ int address_index;
+ unsigned int m_new;
+ unsigned int n_new;
+ int i;
+ struct RIL_Scope *net;
+
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_delete() Delete %s %s address %s for peer '%s'\n",
+ address->active ? "active" : "inactive",
+ address->plugin,
+ address->addr,
+ GNUNET_i2s (&address->peer));
+
+ agent = ril_get_agent (s, &address->peer, GNUNET_NO);
+ if (NULL == agent)
{
- solver->parameters.algorithm = RIL_DEFAULT_ALGORITHM;
+ net = address->solver_information;
+ GNUNET_assert(! ril_network_is_active (s, net->type));
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "No agent allocated for peer yet, since address was in inactive network\n");
+ return;
}
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_SELECT", &string))
+
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
+
+ address_index = agent_address_get_index (agent, address);
+ address_wrapped = agent_address_get_wrapped (agent, address);
+
+ if (NULL == address_wrapped)
{
- solver->parameters.select = !strcmp (string, "EGREEDY") ? RIL_SELECT_EGREEDY : RIL_SELECT_SOFTMAX;
- GNUNET_free (string);
+ net = address->solver_information;
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "Address not considered by agent, address was in inactive network\n");
+ return;
}
- else
+ GNUNET_CONTAINER_DLL_remove (agent->addresses_head,
+ agent->addresses_tail,
+ address_wrapped);
+ GNUNET_free (address_wrapped);
+
+ //decrease W
+ m_new = agent->m - ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1));
+ n_new = agent->n - 1;
+
+ for (i = 0; i < agent->n; i++)
{
- solver->parameters.select = RIL_DEFAULT_SELECT;
+ ril_cut_from_vector ((void **) &agent->W[i], sizeof(double),
+ address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
+ ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
+ ril_cut_from_vector ((void **) &agent->E[i], sizeof(double),
+ address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
+ ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
}
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_DISCOUNT_BETA", &string))
+ GNUNET_free_non_null(agent->W[RIL_ACTION_TYPE_NUM + address_index]);
+ GNUNET_free_non_null(agent->E[RIL_ACTION_TYPE_NUM + address_index]);
+ ril_cut_from_vector ((void **) &agent->W, sizeof(double *), RIL_ACTION_TYPE_NUM + address_index,
+ 1, agent->n);
+ ril_cut_from_vector ((void **) &agent->E, sizeof(double *), RIL_ACTION_TYPE_NUM + address_index,
+ 1, agent->n);
+ //correct last action
+ if (agent->a_old > (RIL_ACTION_TYPE_NUM + address_index))
{
- solver->parameters.beta = strtod (string, NULL);
- GNUNET_free (string);
- if (!(solver->parameters.beta > 0))
- {
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_DISCOUNT_BETA not configured as positive number. Set to default value of %f instead.\n", RIL_DEFAULT_DISCOUNT_BETA);
- solver->parameters.beta = RIL_DEFAULT_DISCOUNT_BETA;
- }
+ agent->a_old -= 1;
}
- else
+ else if (agent->a_old == (RIL_ACTION_TYPE_NUM + address_index))
{
- solver->parameters.beta = RIL_DEFAULT_DISCOUNT_BETA;
+ agent->a_old = RIL_ACTION_INVALID;
}
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_DISCOUNT_GAMMA", &string))
+ //decrease old state vector
+ ril_cut_from_vector ((void **) &agent->s_old, sizeof(double),
+ address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
+ ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
+ agent->m = m_new;
+ agent->n = n_new;
+
+ if (agent->address_inuse == address)
{
- solver->parameters.gamma = strtod (string, NULL);
- GNUNET_free (string);
- if (!(solver->parameters.gamma < 1) || (solver->parameters.gamma < 0))
+ if (NULL != agent->addresses_head) //if peer has an address left, use it
{
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_DISCOUNT_GAMMA not configured in range [0,1[. Set to default value of %f instead.\n", RIL_DEFAULT_DISCOUNT_GAMMA);
- solver->parameters.gamma = RIL_DEFAULT_DISCOUNT_GAMMA;
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG,
+ "Active address died, suggesting alternative!\n");
+ envi_set_active_suggestion (s,
+ agent,
+ agent->addresses_head->address_naked,
+ agent->bw_in,
+ agent->bw_out,
+ GNUNET_YES);
}
- }
- else
- {
- solver->parameters.gamma = RIL_DEFAULT_DISCOUNT_GAMMA;
- }
- if (GNUNET_OK
- == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_GRADIENT_STEP_SIZE", &string))
- {
- solver->parameters.alpha = strtod (string, NULL);
- GNUNET_free (string);
- if (!(solver->parameters.alpha > 0) || solver->parameters.alpha > 1)
+ else
{
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_GRADIENT_STEP_SIZE not configured in range ]0,1]. Set to default value of %f instead.\n", RIL_DEFAULT_GRADIENT_STEP_SIZE);
- solver->parameters.alpha = RIL_DEFAULT_GRADIENT_STEP_SIZE;
+ GNUNET_log (GNUNET_ERROR_TYPE_DEBUG,
+ "Active address died, suggesting disconnect!\n");
+ envi_set_active_suggestion (s, agent, NULL, 0, 0, GNUNET_NO);
}
}
- else
+ ril_step (solver);
+ if (agent->suggestion_address == address)
{
- solver->parameters.alpha = RIL_DEFAULT_GRADIENT_STEP_SIZE;
+ agent->suggestion_issue = GNUNET_NO;
+ agent->suggestion_address = NULL;
}
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_TRACE_DECAY", &string))
- {
- solver->parameters.lambda = strtod (string, NULL);
- GNUNET_free (string);
- if (solver->parameters.lambda < 0 || solver->parameters.lambda > 1)
- {
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_TRACE_DECAY not configured in range [0,1]. Set to default value of %f instead.\n", RIL_DEFAULT_TRACE_DECAY);
- solver->parameters.lambda = RIL_DEFAULT_TRACE_DECAY;
- }
- }
- else
- {
- solver->parameters.lambda = RIL_DEFAULT_TRACE_DECAY;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_EXPLORE_RATIO", &string))
- {
- solver->parameters.explore_ratio = strtod (string, NULL);
- GNUNET_free (string);
- if (solver->parameters.explore_ratio < 0 || solver->parameters.explore_ratio > 1)
- {
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_EXPLORE_RATIO not configured in range [0,1]. Set to default value of %f instead.\n", RIL_DEFAULT_EXPLORE_RATIO);
- solver->parameters.explore_ratio = RIL_DEFAULT_EXPLORE_RATIO;
- }
- }
- else
- {
- solver->parameters.explore_ratio = RIL_DEFAULT_EXPLORE_RATIO;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_GLOBAL_REWARD_SHARE", &string))
- {
- solver->parameters.reward_global_share = strtod (string, NULL);
- GNUNET_free (string);
- if (solver->parameters.reward_global_share < 0 || solver->parameters.reward_global_share > 1)
- {
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_GLOBAL_REWARD_SHARE not configured in range [0,1]. Set to default value of %f instead.\n", RIL_DEFAULT_GLOBAL_REWARD_SHARE);
- solver->parameters.reward_global_share = RIL_DEFAULT_GLOBAL_REWARD_SHARE;
- }
- }
- else
- {
- solver->parameters.reward_global_share = RIL_DEFAULT_GLOBAL_REWARD_SHARE;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_TEMPERATURE", &string))
- {
- solver->parameters.temperature = strtod (string, NULL);
- GNUNET_free (string);
- if (solver->parameters.temperature <= 0)
- {
- LOG (GNUNET_ERROR_TYPE_WARNING, "RIL_TEMPERATURE not positive. Set to default value of %f instead.\n", RIL_DEFAULT_TEMPERATURE);
- solver->parameters.temperature = RIL_DEFAULT_TEMPERATURE;
- }
- }
- else
- {
- solver->parameters.temperature = RIL_DEFAULT_TEMPERATURE;
- }
- if (GNUNET_OK != GNUNET_CONFIGURATION_get_value_number (env->cfg, "ats", "RIL_SIMULATE", &solver->simulate))
- {
- solver->simulate = GNUNET_NO;
- }
- if (GNUNET_YES == GNUNET_CONFIGURATION_get_value_yesno(env->cfg, "ats", "RIL_REPLACE_TRACES"))
- {
- solver->parameters.eligibility_trace_mode = RIL_E_REPLACE;
- }
- else
- {
- solver->parameters.eligibility_trace_mode = RIL_E_ACCUMULATE;
- }
- if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_SOCIAL_WELFARE", &string))
- {
- solver->parameters.social_welfare = !strcmp (string, "NASH") ? RIL_WELFARE_NASH : RIL_WELFARE_EGALITARIAN;
- GNUNET_free (string);
- }
- else
- {
- solver->parameters.social_welfare = RIL_DEFAULT_WELFARE;
- }
-
- env->sf.s_add = &GAS_ril_address_add;
- env->sf.s_address_update_property = &GAS_ril_address_property_changed;
- env->sf.s_address_update_session = &GAS_ril_address_session_changed;
- env->sf.s_address_update_inuse = &GAS_ril_address_inuse_changed;
- env->sf.s_address_update_network = &GAS_ril_address_change_network;
- env->sf.s_get = &GAS_ril_get_preferred_address;
- env->sf.s_get_stop = &GAS_ril_stop_get_preferred_address;
- env->sf.s_pref = &GAS_ril_address_change_preference;
- env->sf.s_feedback = &GAS_ril_address_preference_feedback;
- env->sf.s_del = &GAS_ril_address_delete;
- env->sf.s_bulk_start = &GAS_ril_bulk_start;
- env->sf.s_bulk_stop = &GAS_ril_bulk_stop;
-
- solver->plugin_envi = env;
- solver->networks_count = env->network_count;
- solver->network_entries = GNUNET_malloc (env->network_count * sizeof (struct RIL_Scope));
- solver->step_count = 0;
- solver->done = GNUNET_NO;
-
- for (c = 0; c < env->network_count; c++)
- {
- cur = &solver->network_entries[c];
- cur->type = env->networks[c];
- cur->bw_in_available = env->in_quota[c];
- cur->bw_out_available = env->out_quota[c];
- LOG(GNUNET_ERROR_TYPE_DEBUG, "init() Quotas for %s network: IN %llu - OUT %llu\n", GNUNET_ATS_print_network_type(cur->type), cur->bw_in_available/1024, cur->bw_out_available/1024);
- }
-
- LOG(GNUNET_ERROR_TYPE_DEBUG, "init() Parameters:\n");
- LOG(GNUNET_ERROR_TYPE_DEBUG, "init() Algorithm = %s, alpha = %f, beta = %f, lambda = %f\n",
- solver->parameters.algorithm ? "Q" : "SARSA",
- solver->parameters.alpha,
- solver->parameters.beta,
- solver->parameters.lambda);
- LOG(GNUNET_ERROR_TYPE_DEBUG, "init() exploration_ratio = %f, temperature = %f, ActionSelection = %s, global_share = %f\n",
- solver->parameters.explore_ratio,
- solver->parameters.temperature,
- solver->parameters.select ? "EGREEDY" : "SOFTMAX",
- solver->parameters.reward_global_share);
- LOG(GNUNET_ERROR_TYPE_DEBUG, "init() RBF_DIVISOR = %llu\n",
- solver->parameters.rbf_divisor);
-
- return solver;
-}
-
-/**
- * Exit point for the plugin
- *
- * @param cls the solver handle
- */
-void *
-libgnunet_plugin_ats_ril_done (void *cls)
-{
- struct GAS_RIL_Handle *s = cls;
- struct RIL_Peer_Agent *cur_agent;
- struct RIL_Peer_Agent *next_agent;
-
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_done() Shutting down RIL solver\n");
-
- s->done = GNUNET_YES;
-
- cur_agent = s->agents_head;
- while (NULL != cur_agent)
- {
- next_agent = cur_agent->next;
- GNUNET_CONTAINER_DLL_remove(s->agents_head, s->agents_tail, cur_agent);
- agent_die (s, cur_agent);
- cur_agent = next_agent;
- }
-
- if (GNUNET_SCHEDULER_NO_TASK != s->step_next_task_id)
- {
- GNUNET_SCHEDULER_cancel (s->step_next_task_id);
- }
- GNUNET_free(s->network_entries);
- GNUNET_free(s);
-
- return NULL;
-}
-
-/**
- * Add a new address for a peer to the solver
- *
- * The address is already contained in the addresses hashmap!
- *
- * @param solver the solver Handle
- * @param address the address to add
- * @param network network type of this address
- */
-void
-GAS_ril_address_add (void *solver, struct ATS_Address *address, uint32_t network)
-{
- struct GAS_RIL_Handle *s = solver;
- struct RIL_Peer_Agent *agent;
- struct RIL_Address_Wrapped *address_wrapped;
- struct RIL_Scope *net;
- unsigned int m_new;
- unsigned int m_old;
- unsigned int n_new;
- unsigned int n_old;
- int i;
- unsigned int zero;
-
- LOG (GNUNET_ERROR_TYPE_DEBUG, "API_address_add()\n");
-
- net = ril_get_network (s, network);
- address->solver_information = net;
-
- if (!ril_network_is_active (s, network))
- {
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "API_address_add() Did not add %s address %s for peer '%s', network does not have enough bandwidth\n",
- address->plugin, address->addr, GNUNET_i2s (&address->peer));
- return;
- }
-
- agent = ril_get_agent (s, &address->peer, GNUNET_YES);
-
- //add address
- address_wrapped = GNUNET_new (struct RIL_Address_Wrapped);
- address_wrapped->address_naked = address;
- address_wrapped->bw_in = RIL_MIN_BW;
- address_wrapped->bw_out = RIL_MIN_BW;
- GNUNET_CONTAINER_DLL_insert_tail(agent->addresses_head, agent->addresses_tail, address_wrapped);
-
- //increase size of W
- m_new = agent->m + ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1));
- m_old = agent->m;
- n_new = agent->n + 1;
- n_old = agent->n;
-
- GNUNET_array_grow(agent->W, agent->n, n_new);
- agent->n = n_old;
- GNUNET_array_grow(agent->E, agent->n, n_new);
- for (i = 0; i < n_new; i++)
- {
- if (i < n_old)
- {
- agent->m = m_old;
- GNUNET_array_grow(agent->W[i], agent->m, m_new);
- agent->m = m_old;
- GNUNET_array_grow(agent->E[i], agent->m, m_new);
- }
- else
- {
- zero = 0;
- GNUNET_array_grow(agent->W[i], zero, m_new);
- zero = 0;
- GNUNET_array_grow(agent->E[i], zero, m_new);
- }
- }
-
- //increase size of old state vector
- agent->m = m_old;
- GNUNET_array_grow(agent->s_old, agent->m, m_new);
-
- ril_try_unblock_agent(s, agent, GNUNET_NO);
-
- ril_step (s);
-
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_address_add() Added %s %s address %s for peer '%s'\n",
- address->active ? "active" : "inactive", address->plugin, address->addr,
- GNUNET_i2s (&address->peer));
-}
-
-/**
- * Delete an address in the solver
- *
- * The address is not contained in the address hashmap anymore!
- *
- * @param solver the solver handle
- * @param address the address to remove
- * @param session_only delete only session not whole address
- */
-void
-GAS_ril_address_delete (void *solver, struct ATS_Address *address, int session_only)
-{
- struct GAS_RIL_Handle *s = solver;
- struct RIL_Peer_Agent *agent;
- struct RIL_Address_Wrapped *address_wrapped;
- int address_was_used = address->active;
- int address_index;
- unsigned int m_new;
- unsigned int n_new;
- int i;
- struct RIL_Scope *net;
-
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_address_delete() Delete %s%s %s address %s for peer '%s'\n",
- session_only ? "session for " : "", address->active ? "active" : "inactive", address->plugin,
- address->addr, GNUNET_i2s (&address->peer));
-
- agent = ril_get_agent (s, &address->peer, GNUNET_NO);
- if (NULL == agent)
- {
- net = address->solver_information;
- GNUNET_assert(!ril_network_is_active (s, net->type));
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "No agent allocated for peer yet, since address was in inactive network\n");
- return;
- }
-
- address_index = agent_address_get_index (agent, address);
- address_wrapped = agent_address_get_wrapped (agent, address);
-
- if (NULL == address_wrapped)
- {
- net = address->solver_information;
- GNUNET_assert(!ril_network_is_active (s, net->type));
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "Address not considered by agent, address was in inactive network\n");
- return;
- }
-
- GNUNET_CONTAINER_DLL_remove(agent->addresses_head, agent->addresses_tail, address_wrapped);
- GNUNET_free(address_wrapped);
-
- //decrease W
- m_new = agent->m - ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1));
- n_new = agent->n - 1;
-
- for (i = 0; i < agent->n; i++)
- {
- ril_cut_from_vector ((void **) &agent->W[i], sizeof(double),
- address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
- ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
- ril_cut_from_vector ((void **) &agent->E[i], sizeof(double),
- address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
- ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
- }
- GNUNET_free_non_null(agent->W[RIL_ACTION_TYPE_NUM + address_index]);
- GNUNET_free_non_null(agent->E[RIL_ACTION_TYPE_NUM + address_index]);
- ril_cut_from_vector ((void **) &agent->W, sizeof(double *), RIL_ACTION_TYPE_NUM + address_index,
- 1, agent->n);
- ril_cut_from_vector ((void **) &agent->E, sizeof(double *), RIL_ACTION_TYPE_NUM + address_index,
- 1, agent->n);
- //correct last action
- if (agent->a_old > (RIL_ACTION_TYPE_NUM + address_index))
- {
- agent->a_old -= 1;
- }
- else if (agent->a_old == (RIL_ACTION_TYPE_NUM + address_index))
- {
- agent->a_old = RIL_ACTION_INVALID;
- }
- //decrease old state vector
- ril_cut_from_vector ((void **) &agent->s_old, sizeof(double),
- address_index * ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)),
- ((s->parameters.rbf_divisor+1) * (s->parameters.rbf_divisor+1)), agent->m);
- agent->m = m_new;
- agent->n = n_new;
-
- if (address_was_used)
- {
- if (NULL != agent->addresses_head) //if peer has an address left, use it
- {
- envi_set_active_suggestion (s, agent, agent->addresses_head->address_naked, RIL_MIN_BW, RIL_MIN_BW,
- GNUNET_NO);
- }
- else
- {
- envi_set_active_suggestion (s, agent, NULL, 0, 0, GNUNET_NO);
- }
- }
-
- ril_step (solver);
-}
-
-/**
- * Update the properties of an address in the solver
- *
- * @param solver solver handle
- * @param address the address
- * @param type the ATSI type in HBO
- * @param abs_value the absolute value of the property
- * @param rel_value the normalized value
- */
-void
-GAS_ril_address_property_changed (void *solver,
- struct ATS_Address *address,
- uint32_t type,
- uint32_t abs_value,
- double rel_value)
-{
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "API_address_property_changed() Property '%s' for peer '%s' address %s changed "
- "to %.2f \n", GNUNET_ATS_print_property_type (type), GNUNET_i2s (&address->peer),
- address->addr, rel_value);
-
- ril_step (solver);
-}
-
-/**
- * Update the session of an address in the solver
- *
- * NOTE: values in addresses are already updated
- *
- * @param solver solver handle
- * @param address the address
- * @param cur_session the current session
- * @param new_session the new session
- */
-void
-GAS_ril_address_session_changed (void *solver,
- struct ATS_Address *address,
- uint32_t cur_session,
- uint32_t new_session)
-{
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_address_session_changed()\n");
+ GNUNET_assert (agent->address_inuse != address);
}
-/**
- * Notify the solver that an address is (not) actively used by transport
- * to communicate with a remote peer
- *
- * NOTE: values in addresses are already updated
- *
- * @param solver solver handle
- * @param address the address
- * @param in_use usage state
- */
-void
-GAS_ril_address_inuse_changed (void *solver, struct ATS_Address *address, int in_use)
-{
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "API_address_inuse_changed() Usage for %s address of peer '%s' changed to %s\n",
- address->plugin, GNUNET_i2s (&address->peer), (GNUNET_YES == in_use) ? "USED" : "UNUSED");
-}
/**
- * Notify solver that the network an address is located in has changed
- *
- * NOTE: values in addresses are already updated
+ * Update the properties of an address in the solver
*
* @param solver solver handle
* @param address the address
- * @param current_network the current network
- * @param new_network the new network
*/
-void
-GAS_ril_address_change_network (void *solver,
- struct ATS_Address *address,
- uint32_t current_network,
- uint32_t new_network)
+static void
+GAS_ril_address_property_changed (void *solver,
+ struct ATS_Address *address)
{
struct GAS_RIL_Handle *s = solver;
- struct RIL_Peer_Agent *agent;
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_address_change_network() Network type changed, moving "
- "%s address of peer %s from '%s' to '%s'\n",
- (GNUNET_YES == address->active) ? "active" : "inactive", GNUNET_i2s (&address->peer),
- GNUNET_ATS_print_network_type (current_network), GNUNET_ATS_print_network_type (new_network));
-
- if (address->active && !ril_network_is_active (solver, new_network))
- {
- GAS_ril_address_delete (solver, address, GNUNET_NO);
- return;
- }
-
- agent = ril_get_agent (s, &address->peer, GNUNET_NO);
- if (NULL == agent)
- {
- GNUNET_assert(!ril_network_is_active (solver, current_network));
-
- GAS_ril_address_add (s, address, new_network);
- return;
- }
-
- address->solver_information = ril_get_network(solver, new_network);
+ LOG(GNUNET_ERROR_TYPE_DEBUG,
+ "Properties for peer '%s' address changed\n",
+ GNUNET_i2s (&address->peer));
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
+ ril_step (s);
}
+
/**
* Give feedback about the current assignment
*
* @param kind the kind to change the preference
* @param score the score
*/
-void
+static void
GAS_ril_address_preference_feedback (void *solver,
- void *application,
- const struct GNUNET_PeerIdentity *peer,
- const struct GNUNET_TIME_Relative scope,
- enum GNUNET_ATS_PreferenceKind kind,
- double score)
-{
- LOG(GNUNET_ERROR_TYPE_DEBUG,
- "API_address_preference_feedback() Peer '%s' got a feedback of %+.3f from application %s for "
- "preference %s for %d seconds\n", GNUNET_i2s (peer), "UNKNOWN",
- GNUNET_ATS_print_preference_type (kind), scope.rel_value_us / 1000000);
+ struct GNUNET_SERVER_Client *application,
+ const struct GNUNET_PeerIdentity *peer,
+ const struct GNUNET_TIME_Relative scope,
+ enum GNUNET_ATS_PreferenceKind kind,
+ double score)
+{
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_address_preference_feedback() Peer '%s' got a feedback of %+.3f from application %s for "
+ "preference %s for %d seconds\n",
+ GNUNET_i2s (peer),
+ "UNKNOWN",
+ GNUNET_ATS_print_preference_type (kind),
+ scope.rel_value_us / 1000000);
}
+
/**
* Start a bulk operation
*
* @param solver the solver
*/
-void
+static void
GAS_ril_bulk_start (void *solver)
{
struct GAS_RIL_Handle *s = solver;
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_bulk_start() lock: %d\n", s->bulk_lock+1);
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_bulk_start() lock: %d\n", s->bulk_lock+1);
s->bulk_lock++;
}
+
/**
* Bulk operation done
*
* @param solver the solver handle
*/
-void
+static void
GAS_ril_bulk_stop (void *solver)
{
struct GAS_RIL_Handle *s = solver;
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_bulk_stop() lock: %d\n", s->bulk_lock-1);
+ LOG(GNUNET_ERROR_TYPE_DEBUG,
+ "API_bulk_stop() lock: %d\n",
+ s->bulk_lock - 1);
if (s->bulk_lock < 1)
{
}
}
+
/**
* Tell solver to notify ATS if the address to use changes for a specific
* peer using the bandwidth changed callback
* @param solver the solver handle
* @param peer the identity of the peer
*/
-const struct ATS_Address *
-GAS_ril_get_preferred_address (void *solver, const struct GNUNET_PeerIdentity *peer)
+static void
+GAS_ril_get_preferred_address (void *solver,
+ const struct GNUNET_PeerIdentity *peer)
{
- /*
- * activate agent, return currently chosen address
- */
struct GAS_RIL_Handle *s = solver;
struct RIL_Peer_Agent *agent;
LOG(GNUNET_ERROR_TYPE_DEBUG,
"API_get_preferred_address() Activated agent for peer '%s', but no address available\n",
GNUNET_i2s (peer));
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
}
-
- return agent->address_inuse;
+ if (NULL != agent->address_inuse)
+ s->env->bandwidth_changed_cb (s->env->cls,
+ agent->address_inuse);
}
+
/**
* Tell solver stop notifying ATS about changes for this peers
*
* @param solver the solver handle
* @param peer the peer
*/
-void
-GAS_ril_stop_get_preferred_address (void *solver, const struct GNUNET_PeerIdentity *peer)
+static void
+GAS_ril_stop_get_preferred_address (void *solver,
+ const struct GNUNET_PeerIdentity *peer)
{
struct GAS_RIL_Handle *s = solver;
struct RIL_Peer_Agent *agent;
- LOG(GNUNET_ERROR_TYPE_DEBUG, "API_stop_get_preferred_address()");
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_stop_get_preferred_address()");
agent = ril_get_agent (s, peer, GNUNET_NO);
return;
}
+ s->parameters.temperature = s->parameters.temperature_init;
+ s->parameters.epsilon = s->parameters.epsilon_init;
+
agent->is_active = GNUNET_NO;
envi_set_active_suggestion (s, agent, agent->address_inuse, agent->bw_in, agent->bw_out,
ril_step (s);
LOG(GNUNET_ERROR_TYPE_DEBUG,
- "API_stop_get_preferred_address() Paused agent for peer '%s' with %s address\n",
- GNUNET_i2s (peer), agent->address_inuse->plugin);
+ "API_stop_get_preferred_address() Paused agent for peer '%s'\n",
+ GNUNET_i2s (peer));
+}
+
+
+/**
+ * Entry point for the plugin
+ *
+ * @param cls pointer to the 'struct GNUNET_ATS_PluginEnvironment'
+ */
+void *
+libgnunet_plugin_ats_ril_init (void *cls)
+{
+ static struct GNUNET_ATS_SolverFunctions sf;
+ struct GNUNET_ATS_PluginEnvironment *env = cls;
+ struct GAS_RIL_Handle *solver = GNUNET_new (struct GAS_RIL_Handle);
+ struct RIL_Scope * cur;
+ int c;
+ char *string;
+ float f_tmp;
+
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "API_init() Initializing RIL solver\n");
+
+ GNUNET_assert (NULL != env);
+ GNUNET_assert (NULL != env->cfg);
+ GNUNET_assert (NULL != env->stats);
+ GNUNET_assert (NULL != env->bandwidth_changed_cb);
+ GNUNET_assert (NULL != env->get_preferences);
+
+ if (GNUNET_OK != GNUNET_CONFIGURATION_get_value_number(env->cfg, "ats", "RIL_RBF_DIVISOR", &solver->parameters.rbf_divisor))
+ {
+ solver->parameters.rbf_divisor = RIL_DEFAULT_RBF_DIVISOR;
+ }
+
+ if (GNUNET_OK
+ != GNUNET_CONFIGURATION_get_value_time (env->cfg, "ats", "RIL_STEP_TIME_MIN",
+ &solver->parameters.step_time_min))
+ {
+ solver->parameters.step_time_min = RIL_DEFAULT_STEP_TIME_MIN;
+ }
+
+ if (GNUNET_OK
+ != GNUNET_CONFIGURATION_get_value_time (env->cfg, "ats", "RIL_STEP_TIME_MAX",
+ &solver->parameters.step_time_max))
+ {
+ solver->parameters.step_time_max = RIL_DEFAULT_STEP_TIME_MAX;
+ }
+
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_ALGORITHM", &string))
+ {
+ GNUNET_STRINGS_utf8_toupper (string, string);
+ if (0 == strcmp (string, "SARSA"))
+ {
+ solver->parameters.algorithm = RIL_ALGO_SARSA;
+ }
+ if (0 == strcmp (string, "Q-LEARNING"))
+ {
+ solver->parameters.algorithm = RIL_ALGO_Q;
+ }
+
+ GNUNET_free (string);
+ }
+ else
+ {
+ solver->parameters.algorithm = RIL_DEFAULT_ALGORITHM;
+ }
+
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_SELECT", &string))
+ {
+ solver->parameters.select = !strcmp (string, "EGREEDY") ? RIL_SELECT_EGREEDY : RIL_SELECT_SOFTMAX;
+ GNUNET_free (string);
+ }
+ else
+ {
+ solver->parameters.select = RIL_DEFAULT_SELECT;
+ }
+
+
+ solver->parameters.beta = RIL_DEFAULT_DISCOUNT_BETA;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_DISCOUNT_BETA", &f_tmp))
+ {
+ if (f_tmp < 0.0)
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_DISCOUNT_BETA", f_tmp);
+ }
+ else
+ {
+ solver->parameters.beta = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_DISCOUNT_BETA", f_tmp);
+ }
+ }
+
+ solver->parameters.gamma = RIL_DEFAULT_DISCOUNT_GAMMA;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_DISCOUNT_GAMMA", &f_tmp))
+ {
+ if ((f_tmp < 0.0) || (f_tmp > 1.0))
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_DISCOUNT_GAMMA", f_tmp);
+ }
+ else
+ {
+ solver->parameters.gamma = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_DISCOUNT_GAMMA", f_tmp);
+ }
+ }
+
+ solver->parameters.alpha = RIL_DEFAULT_GRADIENT_STEP_SIZE;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_GRADIENT_STEP_SIZE", &f_tmp))
+ {
+ if ((f_tmp < 0.0) || (f_tmp > 1.0))
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_GRADIENT_STEP_SIZE", f_tmp);
+ }
+ else
+ {
+ solver->parameters.alpha = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_GRADIENT_STEP_SIZE", f_tmp);
+ }
+ }
+
+ solver->parameters.lambda = RIL_DEFAULT_TRACE_DECAY;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_TRACE_DECAY", &f_tmp))
+ {
+ if ((f_tmp < 0.0) || (f_tmp > 1.0))
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_TRACE_DECAY", f_tmp);
+ }
+ else
+ {
+ solver->parameters.lambda = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_TRACE_DECAY", f_tmp);
+ }
+ }
+
+ solver->parameters.epsilon_init = RIL_DEFAULT_EXPLORE_RATIO;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_EXPLORE_RATIO", &f_tmp))
+ {
+ if ((f_tmp < 0.0) || (f_tmp > 1.0))
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_EXPLORE_RATIO", f_tmp);
+ }
+ else
+ {
+ solver->parameters.epsilon_init = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_EXPLORE_RATIO", f_tmp);
+ }
+ }
+
+ solver->parameters.epsilon_decay = RIL_DEFAULT_EXPLORE_DECAY;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_EXPLORE_DECAY", &f_tmp))
+ {
+ if ((f_tmp < 0.0) || (f_tmp > 1.0))
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_EXPLORE_DECAY", f_tmp);
+ }
+ else
+ {
+ solver->parameters.epsilon_decay = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_EXPLORE_DECAY", f_tmp);
+ }
+ }
+
+ solver->parameters.temperature_init = RIL_DEFAULT_TEMPERATURE;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_TEMPERATURE", &f_tmp))
+ {
+ if (f_tmp <= 0.0)
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_TEMPERATURE", f_tmp);
+ }
+ else
+ {
+ solver->parameters.temperature_init = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_TEMPERATURE", f_tmp);
+ }
+ }
+
+ solver->parameters.temperature_decay = RIL_DEFAULT_TEMPERATURE_DECAY;
+ if (GNUNET_SYSERR != GNUNET_CONFIGURATION_get_value_float (env->cfg, "ats",
+ "RIL_TEMPERATURE_DECAY", &f_tmp))
+ {
+ if ((f_tmp <= 0.0) || solver->parameters.temperature_decay > 1)
+ {
+ LOG (GNUNET_ERROR_TYPE_ERROR, _("Invalid %s configuration %f \n"),
+ "RIL_TEMPERATURE_DECAY", f_tmp);
+ }
+ else
+ {
+ solver->parameters.temperature_decay = f_tmp;
+ LOG (GNUNET_ERROR_TYPE_INFO, "Using %s of %.3f\n",
+ "RIL_TEMPERATURE_DECAY", f_tmp);
+ }
+ }
+
+ if (GNUNET_OK != GNUNET_CONFIGURATION_get_value_number (env->cfg, "ats", "RIL_SIMULATE", &solver->simulate))
+ {
+ solver->simulate = GNUNET_NO;
+ }
+
+ if (GNUNET_YES == GNUNET_CONFIGURATION_get_value_yesno(env->cfg, "ats", "RIL_REPLACE_TRACES"))
+ {
+ solver->parameters.eligibility_trace_mode = RIL_E_REPLACE;
+ }
+ else
+ {
+ solver->parameters.eligibility_trace_mode = RIL_E_ACCUMULATE;
+ }
+
+ if (GNUNET_OK == GNUNET_CONFIGURATION_get_value_string (env->cfg, "ats", "RIL_SOCIAL_WELFARE", &string))
+ {
+ solver->parameters.social_welfare = !strcmp (string, "NASH") ? RIL_WELFARE_NASH : RIL_WELFARE_EGALITARIAN;
+ GNUNET_free (string);
+ }
+ else
+ {
+ solver->parameters.social_welfare = RIL_DEFAULT_WELFARE;
+ }
+
+ solver->env = env;
+ sf.cls = solver;
+ sf.s_add = &GAS_ril_address_add;
+ sf.s_address_update_property = &GAS_ril_address_property_changed;
+ sf.s_get = &GAS_ril_get_preferred_address;
+ sf.s_get_stop = &GAS_ril_stop_get_preferred_address;
+ sf.s_pref = &GAS_ril_address_change_preference;
+ sf.s_feedback = &GAS_ril_address_preference_feedback;
+ sf.s_del = &GAS_ril_address_delete;
+ sf.s_bulk_start = &GAS_ril_bulk_start;
+ sf.s_bulk_stop = &GAS_ril_bulk_stop;
+
+ solver->networks_count = env->network_count;
+ solver->network_entries = GNUNET_malloc (env->network_count * sizeof (struct RIL_Scope));
+ solver->step_count = 0;
+ solver->done = GNUNET_NO;
+
+ for (c = 0; c < env->network_count; c++)
+ {
+ cur = &solver->network_entries[c];
+ cur->type = c;
+ cur->bw_in_available = env->in_quota[c];
+ cur->bw_out_available = env->out_quota[c];
+ LOG (GNUNET_ERROR_TYPE_DEBUG,
+ "init() Quotas for %s network: IN %llu - OUT %llu\n",
+ GNUNET_ATS_print_network_type(cur->type),
+ cur->bw_in_available/1024,
+ cur->bw_out_available/1024);
+ }
+
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "init() Parameters:\n");
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "init() Algorithm = %s, alpha = %f, beta = %f, lambda = %f\n",
+ solver->parameters.algorithm ? "Q" : "SARSA",
+ solver->parameters.alpha,
+ solver->parameters.beta,
+ solver->parameters.lambda);
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "init() exploration_ratio = %f, temperature = %f, ActionSelection = %s\n",
+ solver->parameters.epsilon,
+ solver->parameters.temperature,
+ solver->parameters.select ? "EGREEDY" : "SOFTMAX");
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "init() RBF_DIVISOR = %llu\n",
+ solver->parameters.rbf_divisor);
+
+ return &sf;
+}
+
+
+/**
+ * Exit point for the plugin
+ *
+ * @param cls the solver handle
+ */
+void *
+libgnunet_plugin_ats_ril_done (void *cls)
+{
+ struct GNUNET_ATS_SolverFunctions *sf = cls;
+ struct GAS_RIL_Handle *s = sf->cls;
+ struct RIL_Peer_Agent *cur_agent;
+ struct RIL_Peer_Agent *next_agent;
+
+ LOG(GNUNET_ERROR_TYPE_DEBUG, "API_done() Shutting down RIL solver\n");
+
+ s->done = GNUNET_YES;
+
+ cur_agent = s->agents_head;
+ while (NULL != cur_agent)
+ {
+ next_agent = cur_agent->next;
+ GNUNET_CONTAINER_DLL_remove(s->agents_head, s->agents_tail, cur_agent);
+ agent_die (s, cur_agent);
+ cur_agent = next_agent;
+ }
+
+ if (NULL != s->step_next_task_id)
+ {
+ GNUNET_SCHEDULER_cancel (s->step_next_task_id);
+ }
+ GNUNET_free(s->network_entries);
+ GNUNET_free(s);
+
+ return NULL;
}
+
/* end of plugin_ats_ril.c */
projects / oweals / gnunet.git / blobdiff