• Publications
  • Influence
Tapestry: a resilient global-scale overlay for service deployment
We present Tapestry, a peer-to-peer overlay routing infrastructure offering efficient, scalable, location-independent routing of messages directly to nearby copies of an object or service using onlyExpand
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  • 139
  • Open Access
Fast approximate spectral clustering
Spectral clustering refers to a flexible class of clustering procedures that can produce high-quality clusterings on small data sets but which has limited applicability to large-scale problems due toExpand
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  • 40
  • Open Access
Juxtapp: A Scalable System for Detecting Code Reuse among Android Applications
Mobile application markets such as the Android Marketplace provide a centralized showcase of applications that end users can purchase or download for free onto their mobile phones. Despite the influxExpand
  • 218
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  • Open Access
Evolution of social-attribute networks: measurements, modeling, and implications using google+
Understanding social network structure and evolution has important implications for many aspects of network and system design including provisioning, bootstrapping trust and reputation systems viaExpand
  • 190
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  • Open Access
Brocade: Landmark Routing on Overlay Networks
Recent work such as Tapestry, Pastry, Chord and CAN provide efficient location utilities in the form of overlay infrastructures. These systems treat nodes as if they possessed uniform resources, suchExpand
  • 257
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  • Open Access
ANTIDOTE: understanding and defending against poisoning of anomaly detectors
Statistical machine learning techniques have recently garnered increased popularity as a means to improve network design and security. For intrusion detection, such methods build a model for normalExpand
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  • Open Access
Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning
The ubiquitous need for analyzing privacy-sensitive information—including health records, personal communications, product ratings and social network data—is driving significant interest inExpand
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  • Open Access
Joint Link Prediction and Attribute Inference Using a Social-Attribute Network
The effects of social influence and homophily suggest that both network structure and node-attribute information should inform the tasks of link prediction and node-attribute inference. Recently, YinExpand
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  • Open Access
Online System Problem Detection by Mining Patterns of Console Logs
We describe a novel application of using data mining and statistical learning methods to automatically monitor and detect abnormal execution traces from console logs in an online setting. DifferentExpand
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  • Open Access
An Analysis of the Convergence of Graph Laplacians
Existing approaches to analyzing the asymptotics of graph Laplacians typically assume a well-behaved kernel function with smoothness assumptions. We remove the smoothness assumption and generalizeExpand
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  • Open Access