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FOCS
2004
IEEE
14 years 2 months ago
On the Streaming Model Augmented with a Sorting Primitive
The need to deal with massive data sets in many practical applications has led to a growing interest in computational models appropriate for large inputs. The most important quali...
Gagan Aggarwal, Mayur Datar, Sridhar Rajagopalan, ...
PPAM
2007
Springer
14 years 4 months ago
Applying SIMD Approach to Whole Genome Comparison on Commodity Hardware
Abstract. Whole genome comparison compares (aligns) two genome sequences assuming that analogous characteristics may be found. In this paper, we present an SIMD version of the Smit...
Arpith C. Jacob, Marcin Paprzycki, Maria Ganzha, S...
IPMU
2010
Springer
14 years 2 months ago
Short-Time Prediction Based on Recognition of Fuzzy Time Series Patterns
This article proposes knowledge-based short-time prediction methods for multivariate streaming time series, relying on the early recognition of local patterns. A parametric, well-i...
Gernot Herbst, Steffen F. Bocklisch
CIKM
2006
Springer
14 years 2 months ago
Amnesic online synopses for moving objects
We present a hierarchical tree structure for online maintenance of time-decaying synopses over streaming data. We exemplify such an amnesic behavior over streams of locations take...
Michalis Potamias, Kostas Patroumpas, Timos K. Sel...
CIKM
2006
Springer
14 years 2 months ago
Maximizing the sustained throughput of distributed continuous queries
Monitoring systems today often involve continuous queries over streaming data, in a distributed collaborative system. The distribution of query operators over a network of process...
Ioana Stanoi, George A. Mihaila, Themis Palpanas, ...