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starvz  

R-Based Visualization Techniques for Task-Based Applications
View on CRAN: Click here


Download and install starvz package within the R console
Install from CRAN:
install.packages("starvz")

Install from Github:
library("remotes")
install_github("cran/starvz")

Install by package version:
library("remotes")
install_version("starvz", "0.8.2")



Attach the package and use:
library("starvz")
Maintained by
Lucas Leandro Nesi
[Scholar Profile | Author Map]
First Published: 2020-09-01
Latest Update: 2024-02-02
Description:
Performance analysis workflow that combines the power of the R language (and the tidyverse realm) and many auxiliary tools to provide a consistent, flexible, extensible, fast, and versatile framework for the performance analysis of task-based applications that run on top of the StarPU runtime (with its MPI (Message Passing Interface) layer for multi-node support).Its goal is to provide a fruitful prototypical environment to conduct performance analysis hypothesis-checking for task-based applications that run on heterogeneous (multi-GPU, multi-core) multi-node HPC (High-performance computing) platforms.
How to cite:
Lucas Leandro Nesi (2020). starvz: R-Based Visualization Techniques for Task-Based Applications. R package version 0.8.2, https://cran.r-project.org/web/packages/starvz. Accessed 28 Apr. 2025.
Previous versions and publish date:
0.4.0 (2020-09-01 18:20), 0.5.0 (2021-03-25 14:50), 0.6.0 (2021-10-16 16:10), 0.7.0 (2021-11-05 16:50), 0.7.1 (2022-02-13 14:00), 0.8.0 (2024-02-24 00:50)
Other packages that cited starvz R package
View starvz citation profile
Other R packages that starvz depends, imports, suggests or enhances
Complete documentation for starvz
Functions, R codes and Examples using the starvz R package
Some associated functions: cholesky_colors . data_name_coordinates . data_name_handle . data_name_tag . handles_presence_states . lu_colors . multiple_snaps . panel_abe_solution . panel_activenodes . panel_atree . panel_atree_structure . panel_compare_tree . panel_dist2d . panel_gflops . panel_gflops_computed_difference . panel_gpubandwidth . panel_handles . panel_hete_imbalance . panel_imbalance . panel_kiteration . panel_lackready . panel_memory_heatmap . panel_memory_snap . panel_memory_state . panel_model_gflops . panel_mpibandwidth . panel_mpiconcurrent . panel_mpiconcurrentout . panel_mpistate . panel_node_events . panel_node_summary . panel_nodememuse . panel_pmtool_kiteration . panel_pmtool_st . panel_power_imbalance . panel_ready . panel_resource_usage_task . panel_st . panel_st_agg_dynamic . panel_st_agg_node . panel_st_agg_static . panel_st_raw . panel_st_runtime . panel_submitted . panel_title . panel_usedmemory . panel_utilheatmap . panel_utiltreedepth . panel_utiltreenode . plot.starvz_data . pre_handle_gantt . print.starvz_data . qrmumps_colors . resource_utilization_tree_node . starvz_assemble . starvz_check_data . starvz_phase1 . starvz_plot . starvz_plot_list . starvz_read . starvz_read_config . starvz_sample_lu . starvz_set_log . summary.starvz_data . 
Some associated R codes: RcppExports.R . phase1.R . phase1_outlier.R . phase1_parse_csv.R . phase2.R . phase2_aggregation.R . phase2_applications.R . phase2_atree.R . phase2_config.R . phase2_events.R . phase2_gaps.R . phase2_imbalance.R . phase2_kchart.R . phase2_lackready.R . phase2_memory.R . phase2_metrics.R . phase2_mpi.R . phase2_node_summary.R . phase2_pmtool.R . phase2_states_chart.R . phase2_themes.R . phase2_time_integration.R . phase2_util.R . phase2_var_chart.R . phase2_var_panels.R . read_functions.R . starvz_data.R . write_functions.R .  Full starvz package functions and examples
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