Alya Boumiza, Cole Lewis, A. Martin, Shilpi Bhattacharyya, Junwei Zhang, D. Katramatos, Meng Yue, Shinjae Yoo
{"title":"应对线上数据分析的挑战","authors":"Alya Boumiza, Cole Lewis, A. Martin, Shilpi Bhattacharyya, Junwei Zhang, D. Katramatos, Meng Yue, Shinjae Yoo","doi":"10.1109/NYSDS.2017.8085050","DOIUrl":null,"url":null,"abstract":"The project of Analysis on the Wire (AoW) at Brookhaven National Laboratory has the goal of executing generic computations in the network fabric, \"on the wire,\" to sup-port early decision making. We are research-ing, developing, and evaluating hardware and software mechanisms and middleware to be used for data analysis on the wire. We further pursue to address several complex challenges encountered in such a computing environ-ment, such as handling raw packet data, deal-ing with computations of a streaming nature, and eliminating performance-killing bottle-necks and delays by taking advantage of any means of acceleration.","PeriodicalId":380859,"journal":{"name":"2017 New York Scientific Data Summit (NYSDS)","volume":"119 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Meeting the challenges of data analysis on the wire\",\"authors\":\"Alya Boumiza, Cole Lewis, A. Martin, Shilpi Bhattacharyya, Junwei Zhang, D. Katramatos, Meng Yue, Shinjae Yoo\",\"doi\":\"10.1109/NYSDS.2017.8085050\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The project of Analysis on the Wire (AoW) at Brookhaven National Laboratory has the goal of executing generic computations in the network fabric, \\\"on the wire,\\\" to sup-port early decision making. We are research-ing, developing, and evaluating hardware and software mechanisms and middleware to be used for data analysis on the wire. We further pursue to address several complex challenges encountered in such a computing environ-ment, such as handling raw packet data, deal-ing with computations of a streaming nature, and eliminating performance-killing bottle-necks and delays by taking advantage of any means of acceleration.\",\"PeriodicalId\":380859,\"journal\":{\"name\":\"2017 New York Scientific Data Summit (NYSDS)\",\"volume\":\"119 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 New York Scientific Data Summit (NYSDS)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/NYSDS.2017.8085050\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 New York Scientific Data Summit (NYSDS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NYSDS.2017.8085050","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Meeting the challenges of data analysis on the wire
The project of Analysis on the Wire (AoW) at Brookhaven National Laboratory has the goal of executing generic computations in the network fabric, "on the wire," to sup-port early decision making. We are research-ing, developing, and evaluating hardware and software mechanisms and middleware to be used for data analysis on the wire. We further pursue to address several complex challenges encountered in such a computing environ-ment, such as handling raw packet data, deal-ing with computations of a streaming nature, and eliminating performance-killing bottle-necks and delays by taking advantage of any means of acceleration.