{"@type": "dcat:Dataset", "accessLevel": "public", "bureauCode": ["019:20"], "contactPoint": {"@type": "vcard:Contact", "fn": "Struan Clark", "hasEmail": "mailto:Struan.Clark@nlr.gov"}, "dataQuality": true, "description": "Ganglia node metrics and iLO (Integrated Lights Out) power data captured from six representative Eagle GPU nodesThe Eagle HPC operated at NLR from 2019 through 2024. Eagle was a 2,000-node, 8-petaflop system. This dataset is a representative sample of metrics for 6 of the GPU nodes. Each GPU node contained 2 CPUs and 2 GPUs. Data provided in compressed CSV format.Ganglia and iLO Power Time Series Fields ts:  Timestampdv:  Device / Node - Rack and Unit - r103u17 == r(ack)103u(nit)17mt:  Metric (only present for Ganglia)vl:  Value - Value in watts for iLO power (instantaneous value at sampling time) or specified Ganglia metric belowGanglia MetricsMetric name -- Metric description -- Unitcpu_aidle -- Percent of time since boot idle CPU -- Percentcpu_idle -- Percent CPU idle -- Percentcpu_nice -- Percent CPU nice -- Percentcpu_speed -- Speed in MHz of CPU -- MHzcpu_user -- Percent CPU user -- Percentcpu_wio -- The percentage of CPU Wait I/O -- Percentgpu0_bar1_memory -- Used GPU bar1 memory -- MBgpu0_decoder_util -- GPU decoder utilization -- Percentgpu0_ecc_db_error -- Total ECC error counts for the GPU -- Numbergpu0_encoder_util -- GPU encoder utilization -- Percentgpu0_fan -- Fan speed -- RPMgpu0_fb_memory -- Used GPU framebuffer memory -- MBgpu0_graphics_clock_report -- Current clock speeds for the device -- MHzgpu0_mem_total -- Memory total -- MBgpu0_mem_util -- Memory utilization -- Percentgpu0_power_usage_report -- Power usage report -- Wattsgpu0_temp -- GPU 1 temperature -- Celsiusgpu1_bar1_memory -- Used GPU bar1 memory -- MBgpu1_decoder_util -- GPU decoder utilization -- Percentgpu1_ecc_db_error -- Total ECC error counts for the GPU -- Numbergpu1_encoder_util -- GPU encoder utilization -- Percentgpu1_fan -- Fan speed -- RPMgpu1_fb_memory -- Used GPU framebuffer memory -- MBgpu1_graphics_clock_report -- Current clock speeds for the GPU -- MHzgpu1_mem_total -- Memory total -- MBgpu1_mem_util -- Memory utilization -- MBgpu1_power_usage_report -- Power usage report -- Wattsgpu1_temp -- GPU 1 temperature -- Celsiusipmi_cpu1_temp -- CPU 1 temperature -- Celsiusipmi_cpu2_temp -- CPU 2 temperature -- Celsiusipmi_inlet_ambient_temp -- Temperature measured at intake -- Celsiusipmi_vr_p1_temp -- CPU 1 voltage regulator temperature -- Celsiusipmi_vr_p2_temp -- CPU 2 voltage regulator temperature -- Celsiusmem_buffers -- Amount of buffered memory -- Bytesmem_cached -- Amount of cached memory -- Bytesmem_free -- Amount of available memory -- Bytesmem_shared -- Amount of shared memory -- Bytesmem_total -- Amount of available memory -- Bytes", "distribution": [{"@type": "dcat:Distribution", "accessURL": "https://data.nrel.gov/system/files/301/1769711921-README_1.md", "description": "Dataset description", "mediaType": "application/octet-stream", "title": "Dataset description"}, {"@type": "dcat:Distribution", "accessURL": "https://data.nrel.gov/system/files/301/1757532691-esif.hpc.eagle.ganglia.gpu.sixnodes.csv.zip", "description": "Eagle Ganglia Data \r\n- All six nodes (Zipped CSV)\r\n- MD5sum: bf2c397ce74dfcc82ac1be425647f2fc", "mediaType": "application/octet-stream", "title": "Eagle Ganglia Data \r\n- All six nodes (Zipped CSV)\r\n- MD5sum: bf2c397ce74dfcc82ac1be425647f2fc"}, {"@type": "dcat:Distribution", "accessURL": "https://data.nrel.gov/system/files/301/1757532691-esif.hpc.eagle.ilo-power.gpu.sixnodes.csv.zip", "description": "Eagle iLO Power Data \r\n- All six nodes (Zipped CSV)\r\n- MD5sum: 2c4320667daca7d55a31181bc47b56d9", "mediaType": "application/octet-stream", "title": "Eagle iLO Power Data \r\n- All six nodes (Zipped CSV)\r\n- MD5sum: 2c4320667daca7d55a31181bc47b56d9"}, {"@type": "dcat:Distribution", "accessURL": "https://data.nrel.gov/system/files/301/1757118458-esif.hpc.eagle.ganglia.gpu-metrics.temps.jpg", "description": "Sample graph of node GPU temperatures created from the included Ganglia datasets. 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