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A Multi-Query Optimizer for Monet [chapter]

Stefan Manegold, Arjan Pellenkoft, Martin Kersten
2000 Lecture Notes in Computer Science  
Experimental results on a single CPU system and a parallel system show that the inter-application multi-query optimizer improves the query evaluation performance significantly.  ...  Each application generates an "optimal" plan-a sequence of low-level database operators-for accessing the database.  ...  We would like to thank Florian Waas for his contributions to a prototype of the multi-query optimizer.  ... 
doi:10.1007/3-540-45033-5_4 fatcat:fkjkfl3y5badvcrr33lu5vucfq

MIL primitives for querying a fragmented world

Peter A. Boncz, Martin L. Kersten
1999 The VLDB journal  
We focus on the design choices made in the Monet interpreter language (MIL), its algebraic query language, and outline how its concept of tactical optimization enhances and simplifies the optimization  ...  Finally, we summarize the experience gained in Monet by creating a highly efficient implementation of MIL.  ...  their past and present contributions to the Monet system.  ... 
doi:10.1007/s007780050076 fatcat:j3n5i75rk5gf3ew4ulmhsds7ly

Memory Aware Query Routing in Interactive Web-Based Information Systems [chapter]

Florian Waas, Martin L. Kersten
2001 Lecture Notes in Computer Science  
Query throughput is one of the primary optimization goals in interactive web-based information systems in order to achieve the performance necessary to serve large user communities.  ...  However, the actual key to enhanced throughput is a resource efficient scheduling of the arriving queries.  ...  Powerful, user interfaces for multi-media object retrieval concurrently submit large numbers of queries to the database back-end which make throughput optimization a primary optimization goal.  ... 
doi:10.1007/3-540-45754-2_11 fatcat:vioilet5bne7pllog4hvs4k3fy

Good Artists Copy, Great Artists Steal: Model Extraction Attacks Against Image Translation Generative Adversarial Networks [article]

Sebastian Szyller, Vasisht Duddu, Tommi Gröndahl, N. Asokan
2021 arXiv   pre-print
Model extraction attacks occur when a malicious client uses information gleaned from queries to the inference API of a victim model F_V to build a surrogate model F_A that has comparable functionality.  ...  domain as the training data for F_V.  ...  Like for Monet-to-Photo, we use a paired image-to-image translation model Pix2Pix [18] for A . Super Resolution.  ... 
arXiv:2104.12623v1 fatcat:sp5hwosgxjexjhbq2dcydetwba

Accelerating XPath evaluation in any RDBMS

Torsten Grust, Maurice Van Keulen, Jens Teubner
2004 ACM Transactions on Database Systems  
This article is a proposal for a database index structure, the XPath accelerator, that has been specifically designed to support the evaluation of XPath path expressions.  ...  : the index (a) permits set-oriented (or, rather, sequence-oriented) path evaluation, and (b) can be implemented and queried using well-established relational index structures, notably B-trees and R-trees  ...  ACKNOWLEDGMENTS The authors would like to thank the Monet people at CWI (Amsterdam, The Netherlands) for their support and most useful feedback. The comments of  ... 
doi:10.1145/974750.974754 fatcat:23f2t3jzojdipmagkdro5c2324

Exploratory search on topics through different perspectives with DBpedia

Nicolas Marie, Fabien Gandon, Alain Giboin, Émilie Palagi
2014 Proceedings of the 10th International Conference on Semantic Systems - SEM '14  
A promising scenario for combining linked data and search is exploratory search. During exploratory search, the search objective is ill-defined favorable to discovery.  ...  A common limit of the existing linked data based exploratory search systems is that they constrain the exploration through single results selection and ranking schemes.  ...  source of knowledge for such multi-perspectives exploratory search.  ... 
doi:10.1145/2660517.2660518 dblp:conf/i-semantics/MarieGGP14 fatcat:6gr45qop45bjvbs6yrzk2swklq

Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem [article]

Jeya Balaji Balasubramanian, Akshay Soni, Yashar Mehdad, Nikolay Laptev
2017 arXiv   pre-print
In this paper, we formulate this problem as a constrained, dynamic, multi-objective optimization problem.  ...  We evaluate optimization performance using Hypervolume and introduce a confidence interval metric for assessing the practicality of a solution.  ...  This generates the need for formulating this as a multi-objective optimization (MOO) problem. Copyright c 2017, Association for the Advancement of Artificial Intelligence (www.aaai.org).  ... 
arXiv:1705.05765v1 fatcat:ab36hrwvufhmdbv5s75wxsdu4e

BRCA-Monet: a breast cancer specific drug treatment mode-of-action network for treatment effective prediction using large scale microarray database

Chifeng Ma, Hung-I Chen, Mario Flores, Yufei Huang, Yidong Chen
2013 BMC Systems Biology  
A drug signature selection algorithm fitting the characteristic of cMap data, a quality control scheme as well as a novel query algorithm based on BRCA-MoNet are developed for more effective prediction  ...  In the second case, the result demonstrated the potential of BRCA-MoNet to reposition drugs and predict treatment effects for drugs not in cMap data.  ...  Acknowledgements This work is supported by a National Science Foundation grant (CCF-1246073) to YH and YC, a Qatar National Research Fund grant (09-874-3-235) to YC and YH, and a National Institute of  ... 
doi:10.1186/1752-0509-7-s5-s5 pmid:24564956 pmcid:PMC4029357 fatcat:yh4gmarljvht5drnvfraque6um

Exact matching in image databases

P. Bosch, A. van Ballegooij, A.P. de Vries, M. Kersten
2001 IEEE International Conference on Multimedia and Expo, 2001. ICME 2001.  
We search our spatially oriented color-based image database image-by-image for matches with this multi-spot query.  ...  The users articulate their interest in a sub-image, i.e. an object within an image, in a so-called precise multi-spot query.  ...  SPOT SEARCHING Once a multi-spot query is formulated, the query is sent to the search engine for processing.  ... 
doi:10.1109/icme.2001.1237739 dblp:conf/icmcs/BoschBV01 fatcat:2c7tzzkb6fbqpohtqzmfqu542m

The Role of 'Big Data' in Online Platform Competition

Andres V. Lerner
2014 Social Science Research Network  
As a result, users can, and often do, utilize multiple online services, even for the same type of task (referred to as user "multi-homing"), which gives multiple providers the ability to collect data on  ...  A  ...  the market to deliver optimal consumer welfare."  ... 
doi:10.2139/ssrn.2482780 fatcat:ogvqq3x73jfgbascldurdfteza

Experiences with IR TOP N Optimization in a Main Memory DBMS: Applying 'the Database Approach' in New Domains [chapter]

Henk Ernst Blok, Arjen P. de Vries, Henk M. Blanken, Peter M. G. Apers
2001 Lecture Notes in Computer Science  
Top-N queries form a natural query class when dealing with content retrieval. In the IR field, a lot of research has been done on processing top-N queries efficiently.  ...  Unfortunately, these results cannot directly be ported to the database environment, because their tuple-oriented nature would seriously limit the freedom of the query optimizer to select appropriate query  ...  Also, such state of the art search engines make use of (query) caching techniques closely related to database optimization techniques like multi query optimization, which we haven't incorporated in our  ... 
doi:10.1007/3-540-45754-2_9 fatcat:sbptfd3ncjfwlna7ai4gh47bty

Business Strategies for Data Monetization: Deriving Insights from Practice [chapter]

Julius Baecker, fortiss - Forschungsinstitut des Freistaats Bayern für softwareintensive Systeme und Services, Munich, Germany, Martin Engert, Matthias Pfaff, Helmut Krcmar, Technical University of Munich, Chair for Information Systems, Munich, Germany
2020 WI2020 Zentrale Tracks  
Based on an analysis of these cases, this paper provides a set of 12 generic strategies for monetizing data, ranging from sole asset sale to strategically opening data and guaranteeing control.  ...  This study supports business practice by aggregating the wide range of established approaches of data monetization from practice for operational purposes.  ...  linear value creation to complex multi-sided platforms.  ... 
doi:10.30844/wi_2020_j3-baecker dblp:conf/wirtschaftsinformatik/BaeckerEPK20 fatcat:fsdh5z6babcfbiquk4edvozhcy

Data Optimization using Apache Flink

2019 International Journal of Engineering and Advanced Technology  
In this article, the multi-demand optimization model for Flink, Flink was planned and designed on Flink Software Stack's top priority.  ...  Flink's query optimizer is constructed for historical information processing (batch) based on parallel storage systems approaches.  ...  The Flink Table API interprets the queries as predictions of choice between the optimized multi-query project in a list of relative operators.  ... 
doi:10.35940/ijeat.b3081.129219 fatcat:ey6yjpryengfldhwf67t2a5zpq

Big Data Energy Management, Analytics and Visualization for Residential Areas

Ragini Gupta, A. R. Al-Ali, Imran Zualkernan, Sajal K. Das
2020 IEEE Access  
With the utilization of distributed storage and computing cluster for handling energy big data, the utilities can perform consumer load analysis and visualization on a scale of one million consumers.  ...  Consumer and Utility centric queries are developed to create a web-based real time energy consumption management system presented in terms of dashboard charts, graphs, and reports that can be accessed  ...  Since we need analytics and monetization for one million home owners, it is imperative that we adopt an optimized schema to boost query performance to the home owners using dimensional modeling in contrast  ... 
doi:10.1109/access.2020.3019331 fatcat:nnnzk5tab5bvjiu2n3sspw5r5q

Cross-layer interactions and optimizations in wireless networks

Catherine Rosenberg
2005 Proceedings of the 8th ACM international symposium on Modeling, analysis and simulation of wireless and mobile systems - MSWiM '05  
Chong, "Energy Efficient Schedulers in Wireless Networks: Design and Optimization," to appear in Mobile Network and Applications (MONET) ♦ 40 ♦ 40 Examples in multi hop networks -Let's first talk about  ...  Chong, "Energy Efficient Schedulers in Wireless Networks: Design and Optimization," to appear in Mobile Network and Applications (MONET) Lee, C. R, and E. K. P.  ... 
doi:10.1145/1089444.1089445 dblp:conf/mswim/Rosenberg05 fatcat:lfuil6p6rjg6reex7csf67vfwq
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