%% advanced_agent_system.erl %% Advanced initialization and orchestration of the quantum multi-agent system -module(advanced_agent_system). %% API -export([ start_advanced_system/0, start_advanced_system/1, create_quantum_cluster/2, deploy_swarm_intelligence/3, enable_self_optimization/1, get_system_status/0, shutdown_advanced_system/0 ]). %% System components initialization -export([ init_quantum_runtime/1, init_cluster_orchestration/1, init_lockfree_coordination/0, init_thermal_monitoring/0, init_numa_awareness/0 ]). -define(SYSTEM_STATE_TABLE, advanced_system_state). -record(system_config, { quantum_enabled :: boolean(), numa_aware :: boolean(), thermal_monitoring :: boolean(), self_optimization :: boolean(), lockfree_coordination :: boolean(), max_clusters :: integer(), optimization_interval :: integer() }). %% ============================================================================ %% API Functions %% ============================================================================ %% Start the advanced system with default configuration start_advanced_system() -> DefaultConfig = #system_config{ quantum_enabled = true, numa_aware = true, thermal_monitoring = true, self_optimization = true, lockfree_coordination = true, max_clusters = 100, optimization_interval = 10000 }, start_advanced_system(DefaultConfig). %% Start the advanced system with custom configuration start_advanced_system(Config) when is_record(Config, system_config) -> io:format("🚀 Starting Advanced Multi-Agent System with Quantum Coordination...~n"), %% Initialize system state table init_system_state_table(), %% Start core components in order StartSequence = [ {lockfree_coordination, fun() -> init_lockfree_coordination() end}, {numa_awareness, fun() -> init_numa_awareness() end}, {thermal_monitoring, fun() -> init_thermal_monitoring() end}, {quantum_runtime, fun() -> init_quantum_runtime(Config) end}, {cluster_orchestration, fun() -> init_cluster_orchestration(Config) end} ], %% Execute startup sequence Results = execute_startup_sequence(StartSequence, Config), %% Initialize self-optimization if enabled case Config#system_config.self_optimization of true -> enable_self_optimization(Config#system_config.optimization_interval); false -> ok end, %% Store system configuration store_system_config(Config), %% Perform system health check HealthCheck = perform_system_health_check(), case lists:all(fun({_Component, Status}) -> Status =:= ok end, Results) of true -> io:format("✅ Advanced Multi-Agent System successfully initialized!~n"), io:format("📊 System Status: ~p~n", [HealthCheck]), {ok, advanced_system_started}; false -> FailedComponents = [Component || {Component, Status} <- Results, Status =/= ok], io:format("❌ Failed to start components: ~p~n", [FailedComponents]), {error, {startup_failed, FailedComponents}} end; start_advanced_system(Options) when is_map(Options) -> %% Convert map to record Config = #system_config{ quantum_enabled = maps:get(quantum_enabled, Options, true), numa_aware = maps:get(numa_aware, Options, true), thermal_monitoring = maps:get(thermal_monitoring, Options, true), self_optimization = maps:get(self_optimization, Options, true), lockfree_coordination = maps:get(lockfree_coordination, Options, true), max_clusters = maps:get(max_clusters, Options, 100), optimization_interval = maps:get(optimization_interval, Options, 10000) }, start_advanced_system(Config). %% Create a quantum-entangled multi-agent cluster create_quantum_cluster(ClusterType, AgentSpecs) -> io:format("🔮 Creating quantum cluster of type: ~p~n", [ClusterType]), %% Generate cluster configuration ClusterConfig = #{ type => ClusterType, quantum_enabled => true, entanglement_topology => determine_optimal_topology(ClusterType, length(AgentSpecs)), coherence_time => 5000, error_correction => true }, %% Start quantum runtime cluster {ok, ClusterId, Nodes} = quantum_runtime:start_cluster(ClusterConfig), %% Deploy agents to cluster nodes DeployedAgents = deploy_agents_to_cluster(ClusterId, AgentSpecs, Nodes), %% Establish quantum entanglement between agents EntanglementNetwork = establish_agent_entanglement(DeployedAgents, ClusterConfig), %% Register with cluster orchestrator cluster_orchestrator:register_agent_cluster(ClusterId, DeployedAgents), io:format("✨ Quantum cluster created: ~p with ~p agents~n", [ClusterId, length(DeployedAgents)]), {ok, #{ cluster_id => ClusterId, nodes => Nodes, agents => DeployedAgents, entanglement_network => EntanglementNetwork, config => ClusterConfig }}. %% Deploy swarm intelligence algorithms deploy_swarm_intelligence(SwarmType, AgentCount, SwarmConfig) -> io:format("🐝 Deploying ~p swarm with ~p agents~n", [SwarmType, AgentCount]), %% Create swarm through cluster orchestrator {ok, SwarmId} = cluster_orchestrator:create_agent_swarm(SwarmType, AgentCount, SwarmConfig), %% Enable emergent behavior detection cluster_orchestrator:deploy_emergent_behaviors(SwarmId, [ collective_intelligence, self_organization, adaptive_behavior, swarm_optimization ]), io:format("🎯 Swarm intelligence deployed: ~p~n", [SwarmId]), {ok, SwarmId}. %% Enable system-wide self-optimization enable_self_optimization(OptimizationInterval) -> io:format("🧠 Enabling self-optimization with ~pms interval~n", [OptimizationInterval]), %% Start optimization processes spawn_link(fun() -> self_optimization_loop(OptimizationInterval) end), %% Enable pattern analysis quantum_runtime:analyze_patterns(), %% Enable adaptive load balancing cluster_orchestrator:adaptive_load_balancing(quantum_aware), ok. %% Get comprehensive system status get_system_status() -> SystemConfig = get_system_config(), Status = #{ system_config => SystemConfig, quantum_runtime => get_quantum_runtime_status(), cluster_orchestrator => get_cluster_orchestrator_status(), lockfree_coordination => get_lockfree_status(), numa_topology => get_numa_topology_status(), thermal_state => get_thermal_status(), active_clusters => get_active_clusters(), performance_metrics => get_performance_metrics(), system_health => perform_system_health_check(), uptime => get_system_uptime() }, Status. %% Graceful shutdown of the advanced system shutdown_advanced_system() -> io:format("🛑 Shutting down Advanced Multi-Agent System...~n"), %% Stop optimization processes stop_self_optimization(), %% Shutdown components in reverse order ShutdownSequence = [ cluster_orchestrator, quantum_protocol, quantum_runtime, lockfree_coordination ], lists:foreach(fun(Component) -> case whereis(Component) of undefined -> ok; Pid -> io:format("📴 Stopping ~p...~n", [Component]), exit(Pid, shutdown) end end, ShutdownSequence), %% Cleanup system state cleanup_system_state(), io:format("✅ Advanced Multi-Agent System shutdown complete~n"), ok. %% ============================================================================ %% Component Initialization %% ============================================================================ init_quantum_runtime(Config) -> io:format("⚛️ Initializing Quantum Runtime...~n"), case Config#system_config.quantum_enabled of true -> case quantum_runtime:start_link() of {ok, _Pid} -> io:format(" ✓ Quantum runtime started~n"), %% Initialize quantum protocol case quantum_protocol:start_link([ {entanglement_timeout, 5000}, {coherence_preservation, true}, {quantum_error_correction, true} ]) of {ok, _ProtocolPid} -> io:format(" ✓ Quantum protocol initialized~n"), ok; {error, Reason} -> io:format(" ❌ Quantum protocol failed: ~p~n", [Reason]), {error, quantum_protocol_failed} end; {error, Reason} -> io:format(" ❌ Quantum runtime failed: ~p~n", [Reason]), {error, quantum_runtime_failed} end; false -> io:format(" ⏭️ Quantum runtime disabled~n"), ok end. init_cluster_orchestration(Config) -> io:format("🎭 Initializing Cluster Orchestration...~n"), case cluster_orchestrator:start_link() of {ok, _Pid} -> io:format(" ✓ Cluster orchestrator started~n"), %% Set maximum clusters MaxClusters = Config#system_config.max_clusters, io:format(" 📊 Maximum clusters set to: ~p~n", [MaxClusters]), ok; {error, Reason} -> io:format(" ❌ Cluster orchestrator failed: ~p~n", [Reason]), {error, cluster_orchestrator_failed} end. init_lockfree_coordination() -> io:format("🔒 Initializing Lock-Free Coordination...~n"), case lockfree_coordination:start_link() of {ok, _Pid} -> io:format(" ✓ Lock-free coordination started~n"), %% Create global coordination primitives {ok, _QueueId} = lockfree_coordination:create_lockfree_queue(#{}), {ok, _StackId} = lockfree_coordination:create_lockfree_stack(#{}), {ok, _HashMapId} = lockfree_coordination:create_lockfree_hashmap(#{initial_size => 1024}), io:format(" ✓ Lock-free data structures initialized~n"), ok; {error, Reason} -> io:format(" ❌ Lock-free coordination failed: ~p~n", [Reason]), {error, lockfree_coordination_failed} end. init_thermal_monitoring() -> io:format("🌡️ Initializing Thermal Monitoring...~n"), %% Start thermal monitoring process spawn_link(fun() -> thermal_monitoring_loop() end), io:format(" ✓ Thermal monitoring started~n"), ok. init_numa_awareness() -> io:format("🧠 Initializing NUMA Awareness...~n"), %% Detect NUMA topology NumaTopology = detect_system_numa_topology(), %% Store topology information persistent_term:put(numa_topology, NumaTopology), io:format(" ✓ NUMA topology detected: ~p nodes~n", [maps:size(NumaTopology)]), ok. %% ============================================================================ %% System Monitoring and Optimization %% ============================================================================ self_optimization_loop(OptimizationInterval) -> timer:sleep(OptimizationInterval), %% Perform system-wide optimization io:format("🔧 Performing system optimization cycle...~n"), %% Optimize quantum coherence optimize_quantum_coherence(), %% Optimize cluster topologies optimize_all_cluster_topologies(), %% Optimize NUMA placement optimize_numa_placement(), %% Optimize thermal distribution optimize_thermal_distribution(), %% Continue optimization loop self_optimization_loop(OptimizationInterval). optimize_quantum_coherence() -> %% Optimize quantum coherence across all entangled systems case whereis(quantum_runtime) of undefined -> ok; _Pid -> %% Get cluster topology and optimize Topology = quantum_runtime:get_cluster_topology(), quantum_runtime:optimize_execution(quantum_runtime, optimize_coherence) end. optimize_all_cluster_topologies() -> %% Optimize topologies for all active clusters ActiveClusters = get_active_clusters(), lists:foreach(fun(ClusterId) -> cluster_orchestrator:optimize_cluster_topology(ClusterId) end, ActiveClusters). optimize_numa_placement() -> %% Optimize process placement based on NUMA topology NumaTopology = persistent_term:get(numa_topology, #{}), case maps:size(NumaTopology) > 1 of true -> %% Rebalance processes across NUMA nodes rebalance_numa_processes(NumaTopology); false -> ok end. optimize_thermal_distribution() -> %% Distribute load based on thermal conditions ThermalState = get_thermal_status(), case needs_thermal_rebalancing(ThermalState) of true -> perform_thermal_rebalancing(ThermalState); false -> ok end. %% ============================================================================ %% Status and Monitoring %% ============================================================================ get_quantum_runtime_status() -> case whereis(quantum_runtime) of undefined -> not_running; Pid -> case is_process_alive(Pid) of true -> %% Get quantum system status #{ status => running, pid => Pid, cluster_topology => quantum_runtime:get_cluster_topology(), execution_patterns => quantum_runtime:analyze_patterns() }; false -> dead end end. get_cluster_orchestrator_status() -> case whereis(cluster_orchestrator) of undefined -> not_running; Pid -> case is_process_alive(Pid) of true -> #{ status => running, pid => Pid, active_clusters => length(get_active_clusters()) }; false -> dead end end. get_lockfree_status() -> case whereis(lockfree_coordination) of undefined -> not_running; Pid -> case is_process_alive(Pid) of true -> #{ status => running, pid => Pid, atomic_operations_count => get_atomic_operations_count() }; false -> dead end end. get_numa_topology_status() -> persistent_term:get(numa_topology, #{}). get_thermal_status() -> %% Get current thermal state of the system #{ cpu_temperatures => get_cpu_temperatures(), thermal_zones => get_thermal_zones(), cooling_active => is_cooling_active() }. perform_system_health_check() -> Components = [ {quantum_runtime, whereis(quantum_runtime)}, {quantum_protocol, whereis(quantum_protocol)}, {cluster_orchestrator, whereis(cluster_orchestrator)}, {lockfree_coordination, whereis(lockfree_coordination)} ], Health = lists:map(fun({Component, Pid}) -> Status = case Pid of undefined -> not_running; _ -> case is_process_alive(Pid) of true -> healthy; false -> dead end end, {Component, Status} end, Components), OverallHealth = case lists:all(fun({_Component, Status}) -> Status =:= healthy end, Health) of true -> excellent; false -> degraded end, #{ overall => OverallHealth, components => Health, timestamp => erlang:timestamp() }. %% ============================================================================ %% Utility Functions %% ============================================================================ init_system_state_table() -> ets:new(?SYSTEM_STATE_TABLE, [named_table, public, set, {write_concurrency, true}]). execute_startup_sequence(StartSequence, Config) -> lists:map(fun({Component, InitFun}) -> io:format("🔄 Starting ~p...~n", [Component]), try Result = InitFun(), {Component, Result} catch Error:Reason -> io:format(" ❌ ~p failed: ~p:~p~n", [Component, Error, Reason]), {Component, {error, {Error, Reason}}} end end, StartSequence). store_system_config(Config) -> ets:insert(?SYSTEM_STATE_TABLE, {system_config, Config}), ets:insert(?SYSTEM_STATE_TABLE, {startup_time, erlang:timestamp()}). get_system_config() -> case ets:lookup(?SYSTEM_STATE_TABLE, system_config) of [{system_config, Config}] -> Config; [] -> undefined end. get_system_uptime() -> case ets:lookup(?SYSTEM_STATE_TABLE, startup_time) of [{startup_time, StartTime}] -> erlang:convert_time_unit( erlang:monotonic_time() - erlang:convert_time_unit( element(1, StartTime) * 1000000 + element(2, StartTime), microsecond, native ), native, millisecond ); [] -> 0 end. cleanup_system_state() -> ets:delete(?SYSTEM_STATE_TABLE). stop_self_optimization() -> %% Stop optimization processes persistent_term:put(stop_optimization, true). %% Placeholder implementations determine_optimal_topology(ClusterType, AgentCount) -> case {ClusterType, AgentCount} of {high_performance, N} when N > 50 -> hypercube; {fault_tolerant, _} -> full_mesh; {efficient, _} -> ring; _ -> star end. deploy_agents_to_cluster(_ClusterId, AgentSpecs, Nodes) -> %% Deploy agents evenly across nodes lists:zip(AgentSpecs, Nodes). establish_agent_entanglement(_DeployedAgents, _ClusterConfig) -> %% Create quantum entanglement network #{entanglement_type => full_mesh, strength => 0.95}. thermal_monitoring_loop() -> %% Monitor thermal conditions timer:sleep(1000), thermal_monitoring_loop(). detect_system_numa_topology() -> %% Detect NUMA topology (simplified) NumCpus = erlang:system_info(logical_processors), #{ 0 => #{cpus => lists:seq(1, NumCpus div 2), memory_gb => 16}, 1 => #{cpus => lists:seq((NumCpus div 2) + 1, NumCpus), memory_gb => 16} }. get_active_clusters() -> []. get_performance_metrics() -> #{}. get_atomic_operations_count() -> 0. get_cpu_temperatures() -> []. get_thermal_zones() -> []. is_cooling_active() -> false. needs_thermal_rebalancing(_ThermalState) -> false. perform_thermal_rebalancing(_ThermalState) -> ok. rebalance_numa_processes(_NumaTopology) -> ok.