{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,18]],"date-time":"2025-10-18T00:10:34Z","timestamp":1760746234584,"version":"build-2065373602"},"reference-count":23,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,9,15]],"date-time":"2025-09-15T00:00:00Z","timestamp":1757894400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,9,15]]},"DOI":"10.1109\/hpec67600.2025.11196162","type":"proceedings-article","created":{"date-parts":[[2025,10,16]],"date-time":"2025-10-16T17:35:37Z","timestamp":1760636137000},"page":"1-7","source":"Crossref","is-referenced-by-count":0,"title":["Combining Performance and Productivity: Accelerating the Network Sensing Graph Challenge with GPUs and Commodity Data Science Software"],"prefix":"10.1109","author":[{"given":"Siddharth","family":"Samsi","sequence":"first","affiliation":[{"name":"NVIDIA"}]},{"given":"Dan","family":"Campbell","sequence":"additional","affiliation":[{"name":"NVIDIA"}]},{"given":"Emanuel","family":"Scoullos","sequence":"additional","affiliation":[{"name":"NVIDIA"}]},{"given":"Oded","family":"Green","sequence":"additional","affiliation":[{"name":"NVIDIA"}]}],"member":"263","reference":[{"article-title":"The mnist database of handwritten digits","year":"1998","author":"LeCun","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972740.43"},{"key":"ref4","article-title":"Introducing the Graph 500","author":"Murphy","year":"2010","journal-title":"Cray User?s Group (CUG)"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/2049662.2049663"},{"author":"Leskovec","key":"ref6","article-title":"SNAP Datasets: Stanford Large Network Dataset Collection"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC62836.2024.10938508"},{"key":"ref8","article-title":"Welcome to the cuDF documentation"},{"key":"ref9","article-title":"dpkt: 1.9.2"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3322125"},{"issue":"9","key":"ref11","first-page":"1","article-title":"pandas: a foundational python library for data analysis and statistics","volume":"14","author":"McKinney","year":"2011","journal-title":"Python for high performance and scientific computing"},{"key":"ref12","first-page":"89","article-title":"Top500 supercomputer sites","volume":"13","author":"Dongarra","year":"1997","journal-title":"Supercomputer"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC.2017.8091039"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC43674.2020.9286235"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/hpec43674.2020.9286253"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPSW52791.2021.00048"},{"key":"ref17","volume-title":"Guide to numpy","volume":"1","author":"Oliphant","year":"2006"},{"issue":"7","key":"ref18","article-title":"Cupy: A numpy-compatible library for nvidia gpu calculations","volume-title":"31st confernce on neural information processing systems","volume":"151","author":"Nishino"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.25080\/tcwv9851"},{"key":"ref20","article-title":"Rapids | gpu accelerated data science"},{"key":"ref21","article-title":"pcap-parallel: split and parallel process a pcap file"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/HPEC55821.2022.9926387"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3460872"}],"event":{"name":"2025 IEEE High Performance Extreme Computing Conference (HPEC)","start":{"date-parts":[[2025,9,15]]},"location":"Wakefield, MA, USA","end":{"date-parts":[[2025,9,19]]}},"container-title":["2025 IEEE High Performance Extreme Computing Conference (HPEC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11196085\/11196088\/11196162.pdf?arnumber=11196162","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,17]],"date-time":"2025-10-17T04:43:09Z","timestamp":1760676189000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11196162\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,9,15]]},"references-count":23,"URL":"https:\/\/doi.org\/10.1109\/hpec67600.2025.11196162","relation":{},"subject":[],"published":{"date-parts":[[2025,9,15]]}}}