Toward Big Data Driven Network - Sanqi Li keynote
560 views · Published 7 December 2015 · 12:20 · Indexed 19 October 2026
Channel: O'Reilly · 2015 · Science & Technology
From Strata + Hadoop World 2015 in Singapore: With the recent advances of big data and machine learning technologies, there has never been a better time for developing telecom data products. However there are various challenges associated with researching and developing telecom data products at scale. A good telecom data product can only be prototyped after proper data research, which includes many steps, such as data cleaning, data aggregation, data modeling, and data interpretation. All steps must be tightly coupled with domain knowledge and may be iterated for multiple rounds. After a data product is prototyped, it needs to be carefully engineered and developed and constantly reevaluated and retuned. This tight coupling of data knowledge, domain knowledge, and business knowledge and strong dependency to new operational and business data makes the development of good telecom data product extremely challenging, especially with the strict regulation of telecom data. This keynote is sponsored by Huawei. About Sanqi Li (Huawei): Dr. Li currently serves as CTO of Products and Solutions at Huawei. Prior to this, Dr. Li served as CTO at Carrier Network Business Group, IT product line and Core Network product line as well as the president of Data Center & Media Network business unit. Before joining Huawei in 2009, Dr. Li held several senior leadership roles and served as a full-tenured professor at ECE department, University of Texas, Austin in US. He co-founded high-tech companies such as GaoHong Telecommunication Technology Inc. in China (acquired by Datang Telecom Group in 2000) and Santera Systems Inc. in US (acquired by Tekelec in 2003) and also co-led and architected original spin off of Santera Softswitch to form Spatial Wireless (acquired by Alcatel in 2004). In 2003-2007 he served as CTO at Tekelec. In his distinguished career, Dr. Li provided technical consulting services to companies like Cisco, AT&T, Verizon, KT and Samsung, and served on the advisory boards of several high-tech startups. Dr. Li had 25 patents filed/granted and over 160 papers published in international academic archival journals and best-in-class refereed international conference proceedings. Over 20 Ph.D. students graduated under his supervision. Watch more from Strata + Hadoop Singapore 2015: https://goo.gl/lBSB0b Visit the O’Reilly data website: oreilly.com/data Don't miss an upload! Subscribe! http://goo.gl/szEauh Stay Connected to O'Reilly Media by Email - http://goo.gl/YZSWbO Follow O'Reilly Media: http://plus.google.com/+oreillymedia https://www.facebook.com/OReilly https://twitter.com/OReillyMedia
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