Index

A

add_mustlink() (hots.model.Model method) add_mustlink_instance() (hots.model.Model method) add_time() (in module hots.main) allocation_distant_pairwise() (in module hots.placement) allocation_ffd() (in module hots.placement)

allocation_spread() (in module hots.placement) analysis_period() (in module hots.main) assign_container_node() (in module hots.placement) assign_indiv_available_host() (in module hots.placement) assign_indiv_initial_placement() (in module hots.placement) assignment_() (in module hots.model)

B

build_adjacency_matrix() (in module hots.clustering) build_constraints() (hots.model.Model method) build_df_from_containers() (in module hots.init) build_dict_id_containers() (in module hots.container) build_dict_id_nodes() (in module hots.node) build_matrices() (in module hots.main) build_matrix_indiv_attr() (in module hots.clustering)

build_objective() (hots.model.Model method) build_parameters() (hots.model.Model method) build_placement_adj_matrix() (in module hots.placement) build_similarity_matrix() (in module hots.clustering) build_var_delta_matrix() (in module hots.container) build_var_delta_matrix_cluster() (in module hots.container) build_variables() (hots.model.Model method) build_vars_matrix_indivs() (in module hots.container)

C

capacity_() (in module hots.model) change_clustering() (in module hots.clustering) change_clustering_maxkcut() (in module hots.clustering) change_df_max() (in module hots.allocation) change_max_bound() (in module hots.allocation) change_max_dataset() (in module hots.tools) check_capacities() (in module hots.node) check_constraints() (in module hots.allocation) check_container_deviation() (in module hots.clustering)

close_files() (in module hots.main) clust_assign_() (in module hots.model) cluster clustering colocalize_clusters() (in module hots.placement) compute_distance_cluster_r() (in module hots.clustering) compute_mu_r() (in module hots.clustering) conso_n_t() (hots.model.Model method) create_data() (hots.model.Model method)

D

define_globals() (in module hots.init)

df_from_csv() (in module hots.init)

E

end_loop() (in module hots.main) eval_clustering() (in module hots.clustering) (in module hots.main)

eval_placement() (in module hots.main) eval_sols() (in module hots.main)

F

fill_dual_values() (in module hots.model)

find_substitution() (in module hots.placement) free_full_nodes() (in module hots.placement)

G

get_abs_goal_load() (in module hots.allocation) get_cluster_balance() (in module hots.clustering) get_cluster_mean_profile() (in module hots.clustering) get_cluster_variance() (in module hots.clustering) get_conflict_graph() (in module hots.model) get_container_tomove() (in module hots.model) get_distance_cluster() (in module hots.clustering) get_distance_container_cluster() (in module hots.clustering) get_far_container() (in module hots.clustering) get_list_mean() (in module hots.node) get_list_var() (in module hots.node) get_list_vmr() (in module hots.node) get_max_by_node() (in module hots.allocation)

get_mean_consumption() (in module hots.node) get_mean_consumption_node() (in module hots.node) get_moving_containers_clust() (in module hots.model) get_moving_containers_place() (in module hots.model) get_node_from_container() (hots.instance.Instance method) get_nodes_load_info() (in module hots.node) get_nodes_variance() (in module hots.node) get_obj_value_host() (in module hots.model) get_obj_value_indivs() (in module hots.model) get_silhouette() (in module hots.clustering) get_sum_cluster_variance() (in module hots.clustering) get_total_max() (in module hots.allocation) get_variance_consumption() (in module hots.node)

H

heuristic hierarchical_clustering() (in module hots.clustering) hots hots.allocation module hots.clustering module hots.container module hots.init module hots.instance module

hots.main module hots.model module hots.node module hots.placement module hots.plot module hots.tools module

I

init_containers_plot() (in module hots.plot) init_dfs() (in module hots.init) init_nodes_plot() (in module hots.plot) init_plot_cluster_profiles() (in module hots.plot)

init_plot_clustering() (in module hots.plot) init_plot_clustering_axes() (in module hots.plot) Instance (class in hots.instance) is_max_goal_ok() (in module hots.allocation)

K

k_means() (in module hots.clustering)

L

loop_kmeans() (in module hots.main)

M

matrix_line() (in module hots.clustering) mean() (hots.model.Model method) min_coloc_cluster_() (in module hots.model) min_dissim_() (in module hots.model) Model (class in hots.model) module hots.allocation hots.clustering hots.container hots.init hots.instance hots.main hots.model hots.node hots.placement hots.plot hots.tools

move_container() (in module hots.placement) move_containers() (in module hots.allocation) move_list_containers() (in module hots.placement) must_link_c_() (in module hots.model) must_link_n_() (in module hots.model)

N

nb_min_nodes() (in module hots.placement)

O

open_cluster_() (in module hots.model) open_clusters_() (in module hots.model)

open_node_() (in module hots.model) open_nodes_() (in module hots.model)

P

p_dist() (in module hots.clustering) percentage_to_timestamp() (hots.instance.Instance method) perform_clustering() (in module hots.clustering) perso_spectral_clustering() (in module hots.clustering) place_opposite_clusters() (in module hots.placement) plot_all_data_all_containers() (in module hots.container) plot_all_data_all_nodes() (in module hots.node) plot_all_data_all_nodes_end() (in module hots.node) plot_cluster_profiles() (in module hots.plot) plot_clustering() (in module hots.plot) plot_clustering_containers_by_node() (in module hots.plot) plot_clustering_containers_by_node_spec_cont() (in module hots.plot) plot_clustering_spec_cont() (in module hots.plot) plot_conflict_graph() (in module hots.plot)

plot_containers_clustering_together() (in module hots.plot) plot_containers_groupby_nodes() (in module hots.plot) plot_data_all_containers() (in module hots.container) plot_data_all_nodes() (in module hots.node) plot_dendrogram() (in module hots.plot) plot_nodes_wout_containers() (in module hots.plot) plot_total_usage() (in module hots.node) pre_loop() (in module hots.main) preprocess() (in module hots.main) print() (hots.instance.Instance method) print_size_vars() (in module hots.tools) print_times() (hots.instance.Instance method) print_vmr() (in module hots.node) progress_time_noloop() (in module hots.main)

R

read_params() (in module hots.init) remove_container_node() (in module hots.placement)

resources_to_remove() (in module hots.allocation) round_decimals_up() (in module hots.allocation) run_period() (in module hots.main)

S

set_loop_results() (in module hots.init) set_times_df() (in module hots.init) show_specific_containers() (in module hots.container) sizeof_fmt() (in module hots.tools) solve() (hots.model.Model method)

spec_params() (in module hots.main) spectral_clustering() (in module hots.clustering) spread_containers() (in module hots.placement) stream_km() (in module hots.main) streaming_eval() (in module hots.main)

U

update_adjacency_clust_constraints() (hots.model.Model method) update_adjacency_place_constraints() (hots.model.Model method) update_cluster_profiles() (in module hots.plot) update_clustering_plot() (in module hots.plot) update_clustering_plot_axes() (in module hots.plot) update_containers_plot() (in module hots.plot) update_dv() (hots.model.Model method)

update_instance() (hots.model.Model method) update_nodes_plot() (in module hots.plot) update_obj_clustering() (hots.model.Model method) update_obj_place() (hots.model.Model method) update_sol_u() (hots.model.Model method) update_sol_v() (hots.model.Model method) update_w() (hots.model.Model method)

W

weighted_kmeans() (in module hots.clustering)

write_infile() (hots.model.Model method)