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Dynamic template generation for resource sharing in control and data flow graphs

Dynamic template generation for resource sharing in control ...

引用

international conference on VLSI Design

作者： D.C. Zaretsky G. Mittal R.P. Dick P. Banerjee Department of Electrical Electrical & Computer Science Northwestern University Evanston IL USA College of Engineering University of Illinois Chicago Chicago IL USA

High-level synthesis compilers often produce reoccurring patterns in intermediate CDFGs during translation. By identifying large reoccurring patterns, one may reduce area and communication overhead by efficiently reusing hardware for multiple operations. this paper presents an algorithm for dynamically generating templates of reoccurring patterns for resource sharing in CDFGs. Results show 40-80% resource reduction using small, incremental template growth, and variations within a 5% margin among varying look-ahead depths.

关键词： Resource management Flow graphs Hardware Field programmable gate arrays Libraries Cost function High level synthesis Routing Data flow computing computer science

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Function-oriented chip approach for real-time vision

Function-oriented chip approach for real-time vision

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international conference on Industrial Electronics, control and Instrumentation

作者： I. Masaki Department of Electrical Engineering and Computer Science Massachusetts Institute of Technology Cambridge MA USA

Function-oriented chips are playing increasing roles to make vision systems faster without increasing their system costs. the vision chips are categorized into digital, analog, and hybrid chips. this paper overviews t... 详细信息

关键词： computer architecture Cost function Application software Samarium computer science Machine vision Image edge detection Pixel Microprocessors Economies of scale

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Refining supervisory control capability for target user populations 19th

Refining supervisory control capability for target user popu...

引用

19th international conference on Human–computer Interaction, HCI international 2017

作者： Wray, Robert E. Jones, Randolph Newton, Charles Bachelor, Ben Soar Technology Inc. 3600 Green Court Suite 600 Ann ArborMI48105 United States

ISBN: (纸本)9783319580760

In designing and developing intelligent automation systems, there is often tension between the computational capabilities of the automated system and its usability and understandability. this paper presents a case study in which this tension was manifest and how we attempted to resolve it in a particular application. the application requires intelligent automation in distributed simulation for training. We describe an initial approach to such control, feedback we received from potential users, and a revision to the capability that eliminated some features but that was more acceptable to the user community. this case study may offer some observations and lessons applicable to other domains, especially in situations where penetration of a technology into everyday use is driven by informal user adoption criteria (transparency, trust, perceived usability) alongside formal functional requirements. © Springer international Publishing AG 2017.

关键词： Automation

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Efficient Multi-party Privacy-Preserving Record Linkage Based on Blockchain 19th

Efficient Multi-party Privacy-Preserving Record Linkage Base...

引用

19th international conference on Web Information systems and Applications, WISA 2022

作者： Yao, Haoshan Wei, Haiping Han, Shumin Shen, Derong School of Information and Control Engineering Liaoning Petrochemical University Fushun113001 China School of Artificial Intelligence and Software Liaoning Petrochemical University Fushun113001 China School of Computer Science and Engineering Northeastern University Shenyang110167 China

ISBN: (纸本)9783031203084

With the explosive growth of data, it is increasingly important to integrate data. Privacy-preserving record linkage (PPRL) refers to linking multiple data sources, matching the same entity to be shared by all parties, without disclosing other data. However, most existing PPRL methods rely on an untrusted party to generate matching records, which may lead to privacy leakage and is difficult to ensure the security of linkage. therefore, an efficient multi-party PPRL method based on Blockchain is proposed. First of all, the data is encoded into Bloom Filters and then split to reduce the amount of information shared during the comparison step of PPRL. then, homomorphic encryption technology is adopted to further protect data privacy. To improve the efficiency, we construct optimized binary storage trees, which store the records to calculate the similarity, to reduce the number of comparisons between records. In our method, an auditable protocol deployed on the Blockchain is introduced, to detect malicious attacks by untrusted parties. Experimental results show that the proposed method has high linkage quality and efficiency, with strong security of linkage. © 2022, the Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Blockchain

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Machine Learning-Enhanced Requirements Engineering: A Systematic Literature Review 19

Machine Learning-Enhanced Requirements Engineering: A System...

引用

19th international conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2024

作者： Núñez, Ana-Gabriela Granda, Maria Fernanda Saquicela, Victor Parra, Otto Department of Computer Science Universidad de Cuenca Cuenca Ecuador

ISBN: (纸本)9789897586965

In the software lifecycle, requirements are often subjective and ambiguous, challenging developers to comprehend and implement them accurately and thoroughly. Nevertheless, using techniques and knowledge can help analysts simplify and improve requirements comprehensibility, ensuring that the final product meets the client’s expectations and needs. the Requirements Engineering domain and its relationship to Machine Learning have gained momentum recently. Machine Learning algorithms have shown significant progress and superior performance when dealing with functional and non-functional requirements, natural language processing, text-mining, data-mining, and requirements extraction, validation, prioritisation, and classification. this paper presents a Systematic Literature Review identifying novel contributions and advancements from January 2012 to June 2023 related to strategies, technology and tools that use Machine Learning techniques in Requirements Engineering. this process included selecting studies from five databases (Scopus, WoS, IEEE, ACM, and Proquest), from which 74 out of 1219 were selected. Although some successful applications were found, there are still topics to explore, such as analysing requirements using different techniques, combining algorithms to improve strategies, considering other requirements specification formats, extending techniques to larger datasets and other application domains and paying attention to the efficiency of the approaches. © 2024 by SCITEPRESS – science and Technology Publications, Lda.

关键词： Requirements engineering

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Conversational Assistants for Software Development: Integration, Traceability and Coordination 19

Conversational Assistants for Software Development: Integrat...

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19th international conference on Evaluation of Novel Approaches to Software Engineering, ENASE 2024

作者： Contreras, Albert Guerra, Esther de Lara, Juan Computer Science Department Universidad Autónoma de Madrid Spain

ISBN: (纸本)9789897586965

the recent advances in generative artificial intelligence are revolutionising our daily lives. Large language models (LLMs) – the technology underlying conversational agents like ChatGPT – can produce sensible text in response to user prompts, and so, they are being used to solve tasks in many disciplines like marketing, law, human resources or media content creation. Software development is also following this trend, with recent proposals for conversational assistants tailored for this domain. However, there is still a need to understand the possibilities of integrating these assistants within integrated development environments (IDEs), coordinating multiple assistants, and tracing their contributions to the software project under development. this paper tackles this gap by exploring alternatives for assistant integration within IDEs, and proposing a general architecture for conversational assistance in software development that comprises a rich traceability model of the user-assistant interaction, and a multi-assistant coordination model. We have realised our proposal building an assistant (named CARET) for Java development within Eclipse. the assistant supports tasks like code completion, documentation, maintenance, code comprehension and testing. We present an evaluation for one specific development task (method renaming), showing promising results. © 2024 by SCITEPRESS – science and Technology Publications, Lda.

关键词： Software design

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Argumentation in Text: Discourse Structure Matters 19th

Argumentation in Text: Discourse Structure Matters

引用

19th international conference on Computational Linguistics and Intelligent Text Processing, CICLing 2018

作者： Galitsky, Boris Ilvovsky, Dmitry Pisarevskaya, Dina Oracle Inc. Redwood ShoresCA United States National Research University Higher School of Economics Moscow Russia Institute for Systems Analysis Federal Research Center "Computer Science and Control" of Russian Academy of Sciences Moscow Russia

ISBN: (纸本)9783031237928

We address the problem of argument detection by investigating discourse and communicative text structure. A formal graph-based structure called communicative discourse tree (CDT) is used. It consists of a discourse tree (DT) with additional labels on edges, which stand for verbs. these verbs represent communicative actions. Discourse trees are based on rhetoric relations, extracted from a text according to Rhetoric Structure theory. the problem is tackled as a binary classification task, where the positive class corresponds to texts with arguments and the negative class corresponds to texts with no argumentation. the feature engineering for the classification task is conducted, deciding which discourse and communicative features are better associated with argumentation. New Intense Argumentation dataset is built and described. Mixed dataset including different types of argumentation and different text genres is collected. Evaluation on this mixed dataset is provided. © 2023, Springer Nature Switzerland AG.

关键词： Graphic methods

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Multi-party Privacy-Preserving Record Linkage Method Based on Trusted Execution Environment 19th

Multi-party Privacy-Preserving Record Linkage Method Based o...

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19th international conference on Web Information systems and Applications, WISA 2022

作者： He, Xuefei Wei, Haiping Han, Shumin Shen, Derong School of Information and Control Engineering Liaoning Petrochemical University Fushun113001 China School of Artificial Intelligence and Software Liaoning Petrochemical University Fushun113001 China School of Computer Science and Engineering Northeastern University Shenyang110167 China

ISBN: (纸本)9783031203084

As the amount of data in the real world explodes, linking data and making decisions about it is critical. the multi-party privacy-preserving record linkage (PPRL) technology is proposed to find all the record information corresponding to the same entity from multiple data sources, and the sensitive information of the data source should not be disclosed during the process. Existing multi-party PPRL methods often use homomorphic encryption to ensure data security, but there are still some shortcomings. For example, malicious collusion among participants will lead to the disclosure of private keys, and the calculation process is complicated, which challenges the scalability of the multi-party PPRL method. Based on the shortcomings of the current research status, to improve the security and shorten the matching time to make it more suitable for the real big data environment, we propose a multi-party PPRL method based on Trusted Execution Environment (TEE), which avoids the possibility of malicious collusion and reduces the loss of data. It can better resist privacy attacks in the process of linking while shortening the runtime, showing better performance and scalability. © 2022, the Author(s), under exclusive license to Springer Nature Switzerland AG.

关键词： Scalability

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A space-based wear leveling for PCM-based embedded systems

A space-based wear leveling for PCM-based embedded systems

引用

IEEE international conference on Embedded and Real-Time Computing systems and Applications (RTCSA)

作者： Linbo Long Dou Liu Jingtong Hu Shouzhen Gu Qingfeng Zhuge Edwin H.-M. Sha College of Computer Science Chongqing University Chongqing China Department of Computer Science University of Texas at Dallas Richardson Texas USA

Phase change memory (PCM) has emerged as a promising candidate to replace DRAM in embedded systems. However, it can only sustain a limited number of write operations. To solve this issue, this paper proposes a novel and effective wear-leveling technique in software level to prolong the lifetime of PCM-based embedded systems. A polynomial-time algorithm, Multi-Space Wear Leveling Algorithm (MWL), is proposed to achieve effective wear-leveling. the experimental results show our technique can greatly extend the lifetime of PCM-based embedded systems compared with the previous work. Compared with the method without adopting wear-leveling, it introduces no more than 0.7% extra writes and 0.6% running overhead.

关键词： Phase change memory Software Resource management Software algorithms Acceleration Benchmark testing

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A lightweight fingerprint recognition mechanism of user identification in real-name social networks

A lightweight fingerprint recognition mechanism of user iden...

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19th international conference on Advances in Multimedia Modeling, MMM 2013

作者： Cai, Haibin Qin, Zishan Su, Yunyun Tu, Junnan Jiang, Linhua Shanghai Key Laboratory of Trustworthy Computing East China Normal University Shanghai 200062 China State Key Laboratory of Rail Traffic Control and Safety Beijing Jiaotong University Beijing 130012 China

ISBN: (纸本)9783642357275

Today, the popularity of social networks poses a great threat to user's information, thus the work of security and privacy protection is becoming increasingly important and urgent. this paper aims to explore the problem of user identification based on biometrics methods in security and privacy issues for social networks sites. In this paper, we propose a lightweight fingerprint recognition mechanism of user identification in real-name social networks. We describe the architecture by using block diagram of our proposed lightweight fingerprint recognition system, and explain how the important steps of proposed mechanism such as minutiae detection, lightweight operation and minutiae matching are implemented. We have performed the experiments to evaluate the user identification reliability of the proposed mechanism. the results of the experiments show that the performance of our lightweight fingerprint recognition system is realistic. © Springer-Verlag 2013.

关键词： Network security

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