Estimators based on the geometric mean and the harmonic mean are developed. Efficient estimation of the moments and Shannon entropy of data streams is an important task in modern machine learning and data mining. To guarantee that the error of estimated Shannon entro
Photo by Michael D. A third was an early provider of big data solutions, pioneering state-of-the-art network traffic analysis that detects the spread of computer viruses and other malicious activity.
The start-ups, born in BU labs, are 3 of young companies featured in a report on the benefits of federally funded research that was released yesterday by the nonprofit, nonpartisan Science Coalition.
The report, American-Made Innovation Sparking Economic Growthdocuments the ways that these companies and others are bringing to market transformational innovations in areas ranging from health care to defense and are contributing to US job creation and economic growth.
He says that is about two thirds of the total his research team at BU has raised to build and test the bionic pancreas. Photo by Jackie Ricciardi According to the Science Coalition, each of the companies in its report—including Beta Bionics —exists today because academic researchers had access to competitively awarded grants from many of the federal agencies imperiled by budget cuts.
Its reports are frequently cited by members of Congress and other federal policymakers. The companies employ 8, workers in communities across the country.
Watersa BU vice president and associate provost for research, says investment in academic research is a critical driver of innovation, future economic growth, and job creation.
Lakhina drew on that to found Guavus, Inc. Photo by Jackie Ricciardi InCarmela Abrahama School of Medicine professor of biochemistry and of pharmacology and experimental therapeutics, cofounded Klogene Therapeutics, Inc.
The company develops data analysis platforms and applications that enable companies to process high-volume streaming data for business analytics and engineering; it has more than employees. Its success has been a testament to the way that federally funded basic research attacks problems before they become mainstream, and thereby drives innovation.Anukool Lakhina.
Impact of packet sampling on anomaly detection metrics () by Daniela Brauckhoff, Bernhard Tellenbach, Arno Wagner, Martin May Venue: In IMC ’ Proceedings of the 6th ACM SIGCOMM conference on Internet measurement I hereby declare that I am the sole author of this thesis.
This is a true copy of the thesis, including. Anukool Lakhina, PhD’06 Anukool has shown that analyzing traffic measurements from many points in the network simultaneously yields enormous leverage on a number of practical problems in networking. A Thesis Presented to The Academic Faculty by Murtaza Motiwala May AN ARCHITECTURE FOR NETWORK PATH SELECTION Approved by: Dr.
Nick Feamster, Advisor College of Computing Georgia Institute of Technology Dr. Karsten Schwan College of Computing Georgia Institute of Technology Anukool Lakhina hosted me at his startup in.
Anukool lakhina thesis for streaming In this thesis, methods for security analysis at the IP layer are presented and Anukool Lakhina. Have introduced Origin-Destination (OD) . permission to report measured data in this thesis.
In particular, collaborative work with Alfred Hero, Josh Ash, Randy Moses, Spy-ros Kyperountas, and Neiyer Correal led to publication of the article, “Locating. “Anukool Lakhina’s PhD thesis benefited from cross-disciplinary collaboration between BU’s departments of computer science and statistics, and the power of the resulting methods he developed led directly to the founding of Guavus.