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Efficient optimization and processing for distributed monitoring and control applications

Mengmeng Liu
2012 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium - PhD '12  
In my dissertation, we aim to enable a generic framework for these distributed monitoring and control applications, and address the limitations of prior work such as data stream management systems and  ...  volumes of dynamic data.  ...  SIGMOD'12 PhD Symposium, May 20, 2012, Scottsdale, AZ, USA. Copyright 2012 ACM 978-1-4503-1326-1/12/05 ...$10.00.  ... 
doi:10.1145/2213598.2213615 dblp:conf/sigmod/Liu12 fatcat:6hzc4ilrcbap5b75oc6uej74he

RecDB

Mohamed Sarwat
2012 Proceedings of the on SIGMOD/PODS 2012 PhD Symposium - PhD '12  
The main purpose of recommender systems is to suggest to users useful and interesting items or content (data) from a considerably large set of items.  ...  In an age of staggering web use growth and everpopular social media applications (e.g., Facebook, Google Reader), users are expressing their opinions over a diverse set of data (e.g., news stories, Facebook  ...  SIGMOD '12 PhD Symposium, May 20, 2012, Scottsdale, AZ, USA. Copyright 2012 ACM 978-1-4503-1326-1/12/05 ...$10.00.  ... 
doi:10.1145/2213598.2213608 dblp:conf/sigmod/Sarwat12 fatcat:wmd754bcrzcl5mfnu7mhwup4zy

Logic Synthesis [chapter]

2017 Electronic Design Automation for IC Implementation, Circuit Design, and Process Technology  
ACKNOWLEDGMENT e authors thank Vladimir Yutsis for his helpful feedback on Section 1.5.2.  ...  Guttman, R-trees: A dynamic index structure for spatial searching, SIGMOD International Conference on Management of Data, Boston, MA, 1984, pp. 47-57. 9. R.E.  ...  [Harrison86] Harrison D., Moore P., Spickelmier R., Newton A.R., Data management and graphics editing in the Berkeley design environment, Proceedings of the 1986 IEEE/ACM International Conference on Computer-Aided  ... 
doi:10.1201/9781315215112-13 fatcat:me52zpnxyfcczh3choo2p4zulm

Large-Scale Remote Sensing Image Retrieval Based on Semi-Supervised Adversarial Hashing

Xu Tang, Chao Liu, Jingjing Ma, Xiangrong Zhang, Fang Liu, Licheng Jiao
2019 Remote Sensing  
The effectiveness of the hash codes learned by our SDAH model was proved by the positive experimental results counted on three public RS image archives.  ...  Through the minimax learning, the class variable would be a one-hot-like vector while the hash code would be the binary-like vector.  ...  In Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data, Scottsdale, AZ, USA, 2024 May 2012; pp. 541–552. 25.  ... 
doi:10.3390/rs11172055 fatcat:cy3ehjr2ejf7dezr4j4idc4jra

Big Data Workflows: Locality-Aware Orchestration Using Software Containers

Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir H. Payberah, Dumitru Roman
2021 Sensors  
The emergence of the edge computing paradigm has shifted data processing from centralised infrastructures to heterogeneous and geographically distributed infrastructures.  ...  This article proposes a novel architecture and a proof-of-concept implementation for software container-centric big data workflow orchestration that puts data locality at the forefront.  ...  In Proceedings of the 1st ACM SIGMOD Workshop on Scalable Workflow Execution Engines and Technologies (SWEET 2012), Scottsdale, AZ, USA, 20 May 2012; pp. 1–13.  ... 
doi:10.3390/s21248212 pmid:34960302 pmcid:PMC8706844 fatcat:3nc2j4pvdfdynn573zzq7ympca

A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios [article]

Michael A. Hedderich, Lukas Lange, Heike Adel, Jannik Strötgen, Dietrich Klakow
2021 arXiv   pre-print
After a discussion about the different dimensions of data availability, we give a structured overview of methods that enable learning when training data is sparse.  ...  As they are known for requiring large amounts of training data, there is a growing body of work to improve the performance in low-resource settings.  ...  In Pro- ceedings of the 2019 International Conference on Management of Data, SIGMOD Conference 2019, Amsterdam, The Netherlands, June 30 -July 5, 2019, pages 362-375. ACM. N. Banik, M. H.  ... 
arXiv:2010.12309v3 fatcat:26dwmlkmn5auha2ob2qdlrvla4

Multi-word Entity Classification in a Highly Multilingual Environment

Sophie Chesney, Guillaume Jacquet, Ralf Steinberger, Jakub Piskorski
2017 Proceedings of the 13th Workshop on Multiword Expressions (MWE 2017)  
iii resources to predict the compositionality of MWEs. The program also included a panel discussion on the future directions of the MWE community and the SIGLEX Section.  ...  We would like to thank the members of the program committee for the timely reviews, authors for their valuable contributions, shared task organizers, annotators, and system developers for their hard work  ...  On the side of UD, Silveira and Manning (2015) explore whether the UD treebank formalism needs an additional representation to improve parsing.  ... 
doi:10.18653/v1/w17-1702 dblp:conf/mwe/ChesneyJSP17 fatcat:bv7aavgth5eurmzuphuowtuuhq