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Data Filtering Utilizing Window Indexing

Data Filtering Utilizing Window Indexing

引用

international conference on advanced Information Networking and applications Workshops (AINAW)

作者： Scott Loper S. Kami Makki Department of Computer Science Eastern Michigan University Ypsilanti USA Department of Computer Science Lamar University Beaumont USA

Since its introduction in 2001, the Skyline Query has been a useful addition to database management systems (DBMS) by returning best-fit results to a user. the skyline query is also a relevant area of research in mathematics as the maximum vector problem and multi-objective optimization. In this paper, we analyze both the Partitioning and Filtering (P&F) method and a new proposed method called Iterated Window Indexing. Next, we also propose two new methods, comprising combinations of previous solutions and Window Indexing. We then show that our hybrid methods are suitable for many cases and perform up to 10 times better than P&F and up to 8 times better than the Block Nested Loop (BNL) algorithm for computing skyline points.

关键词： Indexing Computer science database systems Mathematics Partitioning algorithms Application software conferences Information filtering Information filters Algorithm design and analysis

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Comparative Study and Performance Evaluation of JAG_TDB_CC Concurrency Control Algorithm for Temporal database

Comparative Study and Performance Evaluation of JAG_TDB_CC C...

引用

international conference on Computing for Sustainable Global Development (INDIACom)

作者： Jaypalsinh A. Gohil Kalpesh A Popat Prashant M Dolia Marwadi University Rajkot INDIA M K Bhavnagar University Bhavnagar INDIA

the overall performance of database system can be hinder by uncontrolled concurrency. In multi-user distributed database environment conflicts are normal. Concurrency is undesirable for large time-dependent and time-critical database applications; it must be monitored and managed effectively to ensure consistency of the database system. Uncontrolled concurrency can leave the database in an inconsistent state and can become obstacle in the overall performance of database system. Traditionally time stamps and lock-based approaches are used to address the problem of concurrency. the study showcases the new breed of algorithm known as JAG_TDB_CC concurrency control algorithm, which is a unique blend of a timestamp and lock-based concurrency control mechanisms. this paper shows a comparative study and performance evaluation of the JAG_TDB_CC concurrency control algorithm in comparison to traditional pessimistic and optimistic mechanisms for managing a concurrency for temporary database system using Oracle 12c.

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Ants and Multiple Knapsack Problem

Ants and Multiple Knapsack Problem

引用

Computer Information systems and Industrial Management applications (CISIM)

作者： Urszula Boryczka Institute of Computer Science University of Silesia Sosnowiec Poland

In this paper a new optimization algorithm based on ant colony metaphor (ACO)and a new approach for the Multiple Knapsack Problem is presented. the MKP is the problem of assigning a subset of n items to m distinct knapsacks, such that the total profit sum of the selected items is maximized, without exceeding the capacity of each of the knapsacks. the problem has several difficulties in adaptation as well as the trail representation of the solutions of MKP or a dynamically changed heuristic function applied in this approach. Presented results show the power of the ACO approach for solving this type of subset problems.

关键词： Ant colony optimization Chemicals Computer science Testing Management information systems Computer industry conference management Application software Feedback Distributed computing

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System Design for DDoS Traffic Mitigation by a Collaboration of Mobile and IP Networks in 5G/6G 1

引用

37th international conference on advanced Information Networking and applications, AINA 2023

作者： Okonogi, Kenichi Suzuki, Masaki Tagami, Atsushi Advanced Technology Laboratories KDDI Research Inc. Fujimino-shi Japan

ISBN: (数字)9783031290565

ISBN: (纸本)9783031290558

the flooding distributed denial of service (DDoS) attacks are recognized as one of the most considerable threats to security. In the B5G/6G era, as devices connected to mobile networks increase, it is easily predicted that mobile data communication traffic will increase massively and rapidly. this suggests that DDoS attacks traffic via mobile networks can become a thread more than before. To defend against DDoS attacks, the best way is to collaborate with multiple domain networks, i.e., source network, core network, and victim-end network. An ideal approach is to detect and protect against DDoS attacks in a location close to the attack source. therefore in this paper, we design a collaborative system working between IP and mobile networks to defend against DDoS attacks and introduce a prototype of the proposed scheme. By demonstrating the packet filtering function in UPF, we show its feasibility and effectiveness in 5G/6G networks. © 2023, the Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Denial-of-service attack

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Testing and Comparing the Performance of Cloud Service Providers Using a Service Broker Architecture 1

引用

6th European conference on Service-Oriented and Cloud Computing, ESOCC 2017

作者： Elango, Divyaa Manimaran Fowley, Frank Pahl, Claus IC4 Dublin City University Dublin Ireland SwSE Free University of Bozen-Bolzano Bolzano Italy

ISBN: (数字)9783319790909

ISBN: (纸本)9783319790893

Service brokers are tools that allow different individual service providers to be integrated. An API can be a mechanism to provide a joint interface. Broker can actually also be use for more than integration. We use a cloud service broker that implements a multi-cloud abstraction API in order to carry out performance comparisons between different cloud services. the broker tool here is a multi-cloud storage API that integrates a number of provided storage services. the library supporting the API is organised into three services, which are a file, a blob and a table service. Using this broker architecture, we developed a performance test scenario to compare the different providers, i.e., to compare a range of storage operations by different providers. © 2018, Springer international Publishing AG, part of Springer Nature.

关键词： Distributed database systems

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Dedicated hybrid transmission for commercial vehicle applications mechanical layout, system analysis and simulation of a dedicated hybrid transmission for commercial vehicles 6th

Dedicated hybrid transmission for commercial vehicle applica...

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6th international VDI-conference on Drivetrain Solutions for Commercial Vehicles, Dritev 2019

作者： Schoerghuber, Christoph Müller, Ingomar Wiener, Herbert AVL Commercial Driveline & Tractor Engineering GmbH Steyr Austria

this Paper presents a new dedicated hybrid transmission for various commercial vehicle applications, which AVL is developing as part of a customer project. this new hybrid transmission uses a combustion engine and two highly integrated, high-speed e-motors as its drive sources. With the help of a sophisticated but comparatively simple transmission con-cept, high efficiencies, low product costs and a transmission design which is adaptable to different commercial vehicle applications are achieved. the high efficiency of the drive train and the perfectly coordinated interaction of the three drive systems ensure high fuel savings without compromising drivability and driving comfort. this is achieved, in particular with dynamic load profiles as they are usual for city bus applications, via power-split and pure electric vehicle operation mode. In addition, an overdrive operating mode enables efficient driving at constant and high vehicle velocities for highway applications. thereby, an optimum operating range for the combustion engine is achieved via a mechanical power flow and parallel hybrid function. the operating mode is selected on the basis of a well-developed hybrid strategy. Based on the results of a vehicle simulation, the new dedicated hybrid transmission can achieve significant fuel savings compared to modern, conventional commercial vehicle powertrains. © 2009 VDI Verlag GMBH. All rights reserved.

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Information Processing and Management of Uncertainty in Knowledge-Based systems 1

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丛书名： Communications in Computer and Information Science

1000年

作者： Anne Laurent Olivier Strauss Bernadette Bouchon-Meunier Ronald R. Yager

ISBN: (数字)9783319088556

ISBN: (纸本)9783319088549

these three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th international conference on Information Processing and Management of Uncertainty in Knowledge-Based systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. the 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. the papers are organized in topical sections on uncertainty and imprecision on the web of data; decision support and uncertainty management in agri-environment; fuzzy implications; clustering; fuzzy measures and integrals; non-classical logics; data analysis; real-world applications; aggregation; probabilistic networks; recommendation systems and social networks; fuzzy systems; fuzzy logic in boolean framework; management of uncertainty in social networks; from different to same, from imitation to analogy; soft computing and sensory analysis; database systems; fuzzy set theory; measurement and sensory information; aggregation; formal methods for vagueness and uncertainty in a many-valued realm; graduality; preferences; uncertainty management in machine learning; philosophy and history of soft computing; soft computing and sensory analysis; similarity analysis; fuzzy logic, formal concept analysis and rough set; intelligent databases and information systems; theory of evidence; aggregation functions; big data - the role of fuzzy methods; imprecise probabilities: from foundations to applications; multinomial logistic regression on Markov chains for crop rotation modelling; intelligent measurement and control for nonlinear systems.

关键词： Artificial Intelligence Data Mining and Knowledge Discovery Information Storage and Retrieval database Management Information systems applications (incl. Internet) Mathematical Logic and Formal Languages

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Computational Intelligence and Its applications 1st ed. 2018

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丛书名： IFIP Advances in Information and Communication Technology

2018年

作者： Abdelmalek Amine Malek Mouhoub Otmane Ait Mohamed Bachir Djebbar

ISBN: (数字)9783319897431

ISBN: (纸本)9783319897424

this book constitutes the refereed proceedings of the 6th IFIP TC 5 international conference on Computational Intelligence and Its applications, CIIA 2018, held in Oran, Algeria, in May 2018. the 56 full papers presented were carefully reviewed and selected from 202 submissions. they are organized in the following topical sections: data mining and information retrieval; evolutionary computation; machine learning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of things (IoT) and decision support systems; pattern recognition and image processing; and semantic web services.

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On the simulation of the random microstructure of a fibrous network with elastic bonds 19

On the simulation of the random microstructure of a fibrous ...

引用

19th AES-ATEMA international conference on Advances and Trends in Engineering Materials and their applications, ATEMA OTTAWA 2014

作者： Jacquelin, E. Haddad, Y.M. Université Claude Bernard Lyon i Laboratoire Mécanique Matériaux Structure IUT A Génie Civil Villeurbanne69622 France Department of Mechanical Engineering University of Ottawa OttawaK1N 6N5 Canada

ISBN: (纸本)9781927838075

this paper deals with a simulation model concerning the failure of inter-fiber bonding in a class of randomly oriented fibrous networks, e.g. natural cellulose fibrous systems. In this, the mechanical response behavior, the stress distribution and the failure modes of a randomly structured fibrous network with inter-fiber elastic bonds are examined. Here, the conventional modeling of the random fibrous network is modified to include the response behavior of inter-fiber hydrogen bonds which occur in natural cellulose fibrous networks, such as paper. In this presentation, a bonded junction between two overlapping fibers is modeled as a combination of linearly elastic translation and rotational springs with different response characteristics. In this context, the study shows that only the translational springs play an important role in the mechanical response of the fibrous system. According to the simulation model, the occurring inter-fiber global stress distribution is found to be an exponential one with controlling parameters independent of the spring rigidity. It is further confirmed that if the failure of some inter-fiber bonds induces a global stress redistribution, successive failure of any of the remaining bonds would have a negligible influence on such redistribution. © 2014, advanced Engineering Solutions (***) Ottawa, Canada. All rights are reserved.

关键词： Fibers

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A Modified MASPER Training Procedure for ASR systems and its Performance on Slovak MOBILDAT database

A Modified MASPER Training Procedure for ASR Systems and its...

引用

international conference on systems, Signals and Image Processing, IWSSIP

作者： J. Kacur M. Ceresna Department of Telecommunication Slovak University of Technology Bratislava Slovakia

this article discusses modifications to the MASPER training procedure for HMM models, and its application in a construction of ASR system based on the Slovak MOBILDAT database. First, a general description of MASPER and REFREC based training methods is given from a historical prospective, followed by the proposed modification regarding the handling of truncated speech, mispronounced words, and unintelligible speech by inserting general background model. Various structures of background models and their gradual enhancement steps were tested using classical test procedures defined by MASPER. For the best ones, they exhibited improved results especially for more complex models (context dependent) compared to the reference methods. In those cases more than 5% relative improvements were observed.

关键词： Automatic speech recognition databases Gaussian processes Hidden Markov models Vocabulary Acoustic testing Training data Context modeling Information technology Speech recognition

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