Changes to PSparamManager updating of global model:

	The merging of the worker models into the global model now uses a new virtual function of ParamInterface that takes a pointer array (which defaults to a simple loop). This provides support for more sophisticated merge strategies.
	The merge is now performed into a temporary object that is then moved to replace the global model. The workers are only locked while the pointers are updated, improving parallelization.

include/chimbuko/param.hpp

@@ -60,6 +60,13 @@ namespace chimbuko {
      */
     virtual void update(const ParamInterface &other) = 0;
 
+    /**
+     * @brief Update the internal run statistics with those from multiple other instances
+     *
+     * The instance will be dynamically cast to the derived type internally, and will throw an error if the types do not match
+     * The other instance will be locked during the process for thread safety
+     */
+    virtual void update(const std::vector<ParamInterface*> &other);
 
     /**
      * @brief Set the internal run statistics to match those included in the serialized input map. Overwrite performed only for those keys in input.

include/chimbuko/pserver/PSparamManager.hpp

@@ -86,6 +86,7 @@ namespace chimbuko{
     ParamType & getWorkerParams(const int i){ return dynamic_cast<ParamType&>(*m_worker_params[i]); }
 
   private:
+    std::string m_ad_algorithm; /**< The AD algorithm*/
     int m_agg_freq_ms; /**< The frequence in ms at which the global model is updated. Default 1000ms*/
     ParamInterface *m_global_params; /**< The global model*/
     std::string m_latest_global_params; /**< Cache of the serialized form the the latest global model*/

src/param.cpp

@@ -25,3 +25,9 @@ ParamInterface *ParamInterface::set_AdParam(const std::string & ad_algorithm) {
     fatal_error("Invalid algorithm: \"" + ad_algorithm + "\". Available options: HBOS, SSTD, COPOD");
   }
 }
+
+void ParamInterface::update(const std::vector<ParamInterface*> &other){
+  for(auto p : other){
+    this->update(*p);
+  }
+}

src/pserver/PSparamManager.cpp

@@ -4,7 +4,7 @@
 
 using namespace chimbuko;
 
-PSparamManager::PSparamManager(const int nworker, const std::string &ad_algorithm): m_agg_freq_ms(1000), m_updater_thread(nullptr), m_worker_params(nworker,nullptr), m_global_params(nullptr), m_updater_exit(false), m_force_update(false){
+PSparamManager::PSparamManager(const int nworker, const std::string &ad_algorithm): m_agg_freq_ms(1000), m_updater_thread(nullptr), m_worker_params(nworker,nullptr), m_global_params(nullptr), m_updater_exit(false), m_force_update(false), m_ad_algorithm(ad_algorithm){
   for(int i=0;i<nworker;i++)
     m_worker_params[i] = ParamInterface::set_AdParam(ad_algorithm);
   m_global_params = ParamInterface::set_AdParam(ad_algorithm);
@@ -13,11 +13,20 @@ PSparamManager::PSparamManager(const int nworker, const std::string &ad_algorith
 
 void PSparamManager::updateGlobalModel(){
   verboseStream << "PSparamManager::updateGlobalModel updating global model" << std::endl;
-  std::unique_lock<std::shared_mutex> _(m_mutex); //unique lock to prevent read/write from other threads
-  m_global_params->clear(); //reset the global params and reform from worker params which have been aggregating since the start of the run
-  for(auto p: m_worker_params)
-    m_global_params->update(*p); //locks the worker params temporarily
-  m_latest_global_params = m_global_params->serialize();
+
+  //Avoid needing to lock out worker threads while updating by merging into a new location and moving after
+  ParamInterface* new_glob_params = ParamInterface::set_AdParam(m_ad_algorithm);
+  new_glob_params->update(m_worker_params);
+  std::string new_glob_params_ser = new_glob_params->serialize();
+
+  ParamInterface *tmp;
+  {
+    std::unique_lock<std::shared_mutex> _(m_mutex); //unique lock to prevent read/write from other threads
+    tmp = m_global_params;
+    m_global_params = new_glob_params;
+    m_latest_global_params = std::move(new_glob_params_ser);
+  }
+  delete tmp;
 }