Research issues in outlier detection for data streams

S Sadik, L Gruenwald - Acm Sigkdd Explorations Newsletter, 2014 - dl.acm.org
In applications, such as sensor networks and power usage monitoring, data are in the form
of streams, each of which is an infinite sequence of data points with explicit or implicit …

Streaming data integration: Challenges and opportunities

N Tatbul - 2010 IEEE 26th International Conference on Data …, 2010 - ieeexplore.ieee.org
In this position paper, we motivate the need for streaming data integration in three main
forms including across multiple streaming data sources, over multiple stream processing …

[PDF][PDF] The architecture of pier: an internet-scale query processor

R Huebsch, B Chun, JM Hellerstein, BT Loo, P Maniatis… - 2005 - repository.upenn.edu
This paper presents the architecture of PIER1, an Internetscale query engine we have been
building over the last three years. PIER is the first general-purpose relational query …

Real-time-ready behavioral targeting in a large-scale advertisement system

B Chandramouli, J Goldstein, X **, BS Raman… - US Patent …, 2013 - Google Patents
In the following description of the embodiments of the claimed Subject matter, reference is
made to the accompany ing drawings, which form a parthereof, and in which is shown by …

Neptune: Real time stream processing for internet of things and sensing environments

T Buddhika, S Pallickara - 2016 IEEE international parallel and …, 2016 - ieeexplore.ieee.org
Improvements in miniaturization and networking capabilities of sensors have contributed to
the proliferation of Internet of Things (IoT) and continuous sensing environments. Data …

A local switch Markov chain on given degree graphs with application in connectivity of peer-to-peer networks

T Feder, A Guetz, M Mihail… - 2006 47th Annual IEEE …, 2006 - ieeexplore.ieee.org
We study a switch Markov chain on regular graphs, where switches are allowed only
between links that are at distance 2; we call this the flip. The motivation for studying the flip …

Fast and highly-available stream processing over wide area networks

JH Hwang, U Cetintemel… - 2008 IEEE 24th …, 2008 - ieeexplore.ieee.org
We present a replication-based approach that realizes both fast and highly-available stream
processing over wide area networks. In our approach, multiple operator replicas send …

Mechanism for execution of multi-site jobs in a data stream processing system

MJ Branson, F Douglis, F Ye - US Patent 8,417,762, 2013 - Google Patents
(57) ABSTRACT A cooperative data stream processing system utilizing a plu rality of
independent, autonomous and heterogeneous sites in a cooperative arrangement process …

Thread cooperation in multicore architectures for frequency counting over multiple data streams

S Das, S Antony, D Agrawal, A El Abbadi - Proceedings of the VLDB …, 2009 - dl.acm.org
Many real-world data stream analysis applications such as network monitoring, click stream
analysis, and others require combining multiple streams of data arriving from multiple …

Approximate quantiles and the order of the stream

S Guha, A McGregor - Proceedings of the twenty-fifth ACM SIGMOD …, 2006 - dl.acm.org
Recently, there has been an increased focus on modeling uncertainty by distributions.
Suppose we wish to compute a function of a stream whose elements are samples drawn …