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» On the temporal dimension of search
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VLDB
2002
ACM
154views Database» more  VLDB 2002»
15 years 1 months ago
I/O-Conscious Data Preparation for Large-Scale Web Search Engines
Given that commercial search engines cover billions of web pages, efficiently managing the corresponding volumes of disk-resident data needed to answer user queries quickly is a f...
Maxim Lifantsev, Tzi-cker Chiueh
SIGMOD
2007
ACM
188views Database» more  SIGMOD 2007»
16 years 1 months ago
Keyword search on relational data streams
Increasing monitoring of transactions, environmental parameters, homeland security, RFID chips and interactions of online users rapidly establishes new data sources and applicatio...
Alexander Markowetz, Yin Yang, Dimitris Papadias
ATAL
2009
Springer
15 years 8 months ago
An empirical analysis of value function-based and policy search reinforcement learning
In several agent-oriented scenarios in the real world, an autonomous agent that is situated in an unknown environment must learn through a process of trial and error to take actio...
Shivaram Kalyanakrishnan, Peter Stone
MICRO
2010
IEEE
140views Hardware» more  MICRO 2010»
14 years 11 months ago
STEM: Spatiotemporal Management of Capacity for Intra-core Last Level Caches
Efficient management of last level caches (LLCs) plays an important role in bridging the performance gap between processor cores and main memory. This paper is motivated by two key...
Dongyuan Zhan, Hong Jiang, Sharad C. Seth
143
Voted
KDD
2012
ACM
263views Data Mining» more  KDD 2012»
13 years 4 months ago
Integrating community matching and outlier detection for mining evolutionary community outliers
Temporal datasets, in which data evolves continuously, exist in a wide variety of applications, and identifying anomalous or outlying objects from temporal datasets is an importan...
Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han