Many current traffic monitoring systems employ deep packet inspection DPI in order to analyze network traffic.
She has constructed the first such protocol to run in polynomial time Eurocrypt She also developed new methods for identifying low-rank submatrices in a partially-observed matrix.
He developed a data mining approach to detecting large-scale changes in Internet routing that re-occur many times over long timescales, and he showed how to identify the link or Autonomous System AS most likely to be reponsible for those events. The start-ups, born Anukool lakhina thesis 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.
For the problem of locating the major lung fissures on CT computer tomographyhe discovered an elegant, probabilistic Anukool lakhina thesis to combine prior shape information with data. His work in the area of image segmentation and object recognition appears in the proceedings of some highly competitive conferences and a journal.
Human computation is an emerging branch of computer science that concerns the design and analysis of computing systems in which humans participate as computing elements.
Methods and Applications Anukool's thesis research was concerned with a new kind of traffic analysis, namely network-wide.
For nonnegative data streams, the method of Compressed Counting CC [11, 13] based on maximally-skewed stable random projections can provide accurate estimates of the Shannon entropy using small storage. We give an exhaustive bibliography of the existing methods and show the relations between them.
His techniques have found applications Anukool lakhina thesis other areas of cryptography, including deterministic encryption.
Most of what I really understand in my field, I learned in working with them. These games can be valuable for computer science and mathematics Anukool lakhina thesis.
In papers in CoNEXT and IMCshe showed that Internet traffic matrices are low rank a necessary condition for matrix completion and she studied which operators have the best vantage point from which to infer unmeasurable traffic. His dissertation research focused on improving performance of the cloud, as perceived by networked applications.
Estimators based on the geometric mean and the harmonic mean are developed. An empirical study is conducted to verify the accuracy of our algorithm.
He developed the first methods for characterizing and understanding the ensemble of traffic flows in a network as a whole. Subsequent to Bob's work, a number of other reseachers picked up the problem and it has become an active area of ongoing investigation.
He showed that the resulting methods have considerable power for detecting and classifying network anomalies. Photo by Jackie Ricciardi InCarmela Abrahama School of Medicine professor of biochemistry and of pharmacology and experimental therapeutics, cofounded Klogene Therapeutics, Inc.
He has helped establish a thriving group with deep OS skills, motivation, and a platform on which to build future work. Parts of such objects can appear in many different ways in an image and can even be occluded altogether. The mathematical models that capture such asymmetries are combined with a large-scale data-analysis study on traces of tens Anukool lakhina thesis thousands of auctions.
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.
To do this she developed Anukool lakhina thesis metrics for analyzing routing, and new methods of traffic inference.
The experiments validate findings from the models and also study the effectiveness of behavioral strategies by participants, such as the impact of aggressive bidding.
His dissertation is based on several first-authored research publications in the top conferences of the field of computer vision: Zheng has served as an invaluable research mentor to more junior students in the IVC group.
Dan Schatzberg Over the last several years Dan has lead a team in the design, implementation and evaluation of a new operating system. While being theoretically grounded, it has immense practical value, since it is useful for identifying unusual operating conditions in networks, for predicting future traffic patterns, for estimating unavailable traffic measurements, and for diagnosing network intrusion and network abuse.
Our algorithm adapts its sampling rate according to the network traffic currently observed, and the number of packets that a monitoring application is able to process.
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 reports are frequently cited by members of Congress and other federal policymakers. The constant factor for this bound is merely about 6. In effect, this allowed users to define application-specific services to over-ride those of the underlying kernel, where appropriate, while ensuring the integrity of the core OS was not compromised.
V 14, Anukool Lakhina, Mark Crovella, Christiphe Diot, Characterization of network- wide anomalies in traffic flows, Proceedings uc essays dashboard of the 4th ACM Jan 4, recent review to be found in the 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.
I've had the pleasure of working with great students. The exact entropy measurement in real-time on high-speed links is however computationally prohibitive. Forewarding in Mobile Opportunistic Networks Erramilli, Vijay Boston University Computer Science Department this thesis although I’m still waiting for the iPhone he promised me.
John has given me Anukool Lakhina has generously given me his valuable time as well as vi. Anukool Lakhina. PhD Network-Wide Traffic Analysis: Methods and Applications Anukool's thesis research was concerned with a new kind of traffic analysis, namely network-wide.
He developed the first methods for characterizing and understanding the ensemble of traffic flows in a network as a whole. Anukool Lakhina, Ph.D. Recent Meetings.
Shibboleth Installation Workshop Jul 10–11, Pittsburgh, PA Shibboleth Installation Workshop May 22–23, Phoenix, AZ IAM Online: Account Linking: Identities May Change.
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’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.
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