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检索条件"任意字段=Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems"

共 1614 条记录，以下是201-210 订阅

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Managing geo-distributed stream processing pipelines for the MoT with StreamPipes edge extensions 14

Managing geo-distributed stream processing pipelines for the...

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14th acm international conference on distributed and event-based systems, DEBS 2020

作者： Wiener, Patrick Zehnder, Philipp Riemer, Dominik Fzi Research Center for Information Technology Karlsruhe Germany

ISBN: (纸本)9781450380287

the industrial IoT and its promise to realize data-driven decision-making by analyzing industrial event streams is an important innovation driver in the industrial sector. Due to an enormous increase of generated data and the development of specialized hardware, new decentralized paradigms such as fog computing arised to overcome shortcomings of centralized cloud-only approaches. However, current undertakings are focused on static deployments of standalone services, which is insufficient for geo-distributed applications that are composed of multiple event-driven functions. In this paper, we present StreamPipes Edge Extensions (SEE), a novel contribution to the open source IIoT toolbox Apache StreamPipes. With SEE, domain experts are able to create stream processing pipelines in a graphical editor and to assign individual pipeline elements to available edge nodes, while underlying provisioning and deployment details are abstracted by the framework. the main contributions are (i) a fog cluster management model to represent computing node characteristics, (ii) a node controller for pipeline element life cycle management and (iii) a management framework to deploy event-driven functions to registered nodes. Our approach was validated in a real industrial setup showing low overall overhead of SEE as part of a robot-assisted product quality inspection use case. © 2020 acm.

关键词： Fog computing

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Techniques for Privacy-Preserving Data Aggregation in an Untrusted distributed Environment 23

Techniques for Privacy-Preserving Data Aggregation in an Unt...

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proceedings of the 6th Joint international conference on Data Science & Management of Data (10th acm IKDD CODS and 28th COMAD)

作者： Snehkumar Shahani Jibi Abraham Venkateswaran Dept of Technology Savitribai Phule Pune University India Dept of Computer and IT College of Engineering Pune India Persistent Systems Ltd India

ISBN: (纸本)9781450397971

Differential Privacy (DP) conceptualizes a system for sharing information about a cluster of individuals in a dataset and protecting their privacy at the same time. DP, characterized by parameters (ϵ, δ), provides mathematical assurances on privacy and hence is a recognized approach for privacy-preserving data analysis and aggregation. DP data transformation mechanisms add randomness to the data to achieve differential privacy, therefore adversely impacting the utility of the data resulting in a trade-off between utility and privacy. While researchers have developed numerous mechanisms for differentially private data aggregation and sharing, a desirable mechanism should be fault-tolerant (ability to compute aggregate of partially shared data) and should obviate the need for interactive communication amongst data owners or the need for a trusted aggregator. Various researchers have endeavored to address some aspects of desirability. However, none have addressed all the desirable features simultaneously. Developing a distributed, differentially private aggregation mechanism called Privacy-Preserving Endpoint Aggregation (PPEA), satisfying all the desirable characteristics of DP data aggregation and sharing is a key contribution of this thesis. Additionally, by the experimentation, it is demonstrated that PPEA provides better utility at par with an existing ‘Central, Trusted’ method called PrivEx. An improvement of 11% is observed in PPEA w.r.t. PrivEx on UCI ML Smart Meter Dataset [3]. this is further verified for Synthetic Dataset and gives 4 times better utility as compared to PrivEx [5]. PPEA meets the standards of current state of art technique ‘Central, Trusted’ techniques. DPBench benchmark[1] principles have been followed to design the set of experiments while validating the technique. In addition to experimental validation, PPEA has been validated on real-time IoT devices for feasibility [8]. Issues like the implementation of Random number generators and data

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proceedings of 10th international conference on the Internet of things, IoT 2020

Proceedings of 10th International Conference on the Internet...

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10th international conference on the Internet of things, IoT 2020

ISBN: (纸本)9781450387583

the proceedings contain 24 papers. the topics discussed include: natural language goal understanding for smart home environments;information-driven adaptive sensing based on deep reinforcement learning;activity recognition and user preference learning for automated configuration of IoT environments;fault detection in sensors using single and multi-channel weighted convolutional neural networks;clock skew-based physical authentication protocol for 802.15.4 IR-UWB indoor positioning;R-Bus: a resource bus for modular system design;deterministic 40 year battery lifetime through a hybrid perpetual sensing platform (HyPer);distributed data validation network in IoT: a decentralized validator selection model;VibeRing: using vibrations from a smart ring as an out-of-band channel for sharing secret keys;and is your home becoming a spy? a data-centered analysis and classification of smart connected home systems.

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10th international Congress on Telematics and Computing, WITCOM 2021

10th International Congress on Telematics and Computing, WIT...

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10th international Congress on Telematics and Computing, WITCOM 2021

ISBN: (纸本)9783030895853

the proceedings contain 19 papers. the special focus in this conference is on Telematics and Computing. the topics include: Methodological Proposal for Privilege Escalation in Windows systems;Satisfaction of Members of a Facebook Group with the Credible Information Provided to Reduce Medical Misinformation in Obstetrics During the COVID-19 Pandemic in Peru;content Distribution and Storage based on Volunteer and Community Computing;classification of Cardiac Arrhythmias Using Machine Learning Algorithms;Performance Analysis of S-ALOHA Protocol Under Pareto distributed Packet Arrival;learning through Interactive Vicarious and Social Experiences, an Alternative to Developing Teaching Training Processes in Ict Skills;analysis of User Generated Content based on a Recommender System and Augmented Reality;an Improved Riesz s-Energy-based Archive to Handle Dominance Resistant Solutions;analysis of the Level of Geographic Criminal Risk Oriented to Women;mexican Edaphology Database;security Incident Classification Applied to Automated Decisions Using Machine Learning;integration of Rural and Urban Training in Teachers, Students and Older Adults in Computer Security Mediated by Technology;accuracy Comparison Between Deep Learning Models for Mexican Lemon Classification;detection of Covid-19 by Applying a Convolutional Artificial Neural Network in X-ray Images of Lungs;Scientific Literature Review for the Search of Vulnerabilities and Pentesting Tools for SCADA System;automatic Diagnosis of Cardiovascular Diseases Using Electrocardiogram Data and Artificial Intelligence Algorithms: A Systematic Review;optic Disc and Optic Cup Segmentation Using Polar Coordinate and Encoder-Decoder Architecture.

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Ch'i: Scaling Microkernel Capabilities in Cache-Incoherent systems 10

Ch'i: Scaling Microkernel Capabilities in Cache-Incoherent S...

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10th IEEE/acm international Workshop on Runtime and Operating systems for Supercomputers (ROSS)

作者： Ren, Yuxin Parmer, Gabriel Milojicic, Dejan George Washington Univ Washington DC 20052 USA Hewlett Packard Labs Palo Alto CA USA

ISBN: (纸本)9780738110462

Hardware cache coherence limits the scalability of shared-memory multicore and multi-processors. Recently, there has been an increasing shift towards cache-incoherent architectures in many computing environments. Supercomputers can benefit from shared memory, yet must avoid the price of coherency across the system. To support co-locating multiple applications on cores, processors, and the overall system, an Operating System must manage the distributed memory resources. In this context, incoherence poses a significant challenge for OS that must manage memory access permissions across the system without compromising the performance of software. In this paper, we introduce the Ch'i microkernel that leverages incoherent shared memory using quiescence-based techniques to bound the extent of non-coherency. Ch'i maintains type and context consistency of its core data structures: capabilities. this enables a uniform, capability-based security model to manage system-wide memory. Using this approach, we demonstrate data-structure consistency in software in support of high-throughput, low-latency applications.

关键词： Cache-Incoherent shared memory Microkernel Capabilities quiescence based synchronization

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Revisiting the Network Stack in CAF 10

Revisiting the Network Stack in CAF

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10th international Workshop on Programming based on Actors, Agents, and Decentralized Control (AGERE)

作者： Otto, Jakob Hiesgen, Raphael Charousset, Dominik Schmidt, thomas C. HAW Hamburg Dept Comp Sci Hamburg Germany

ISBN: (纸本)9781450381857

Applications increasingly demand distribution across the global Internet. the Actor model of computation has been wisely designed to abstract communication between actors and hence remains transparent w.r.t. distribution. Performance, security, and deployment considerations, however, make it difficult to define a specific communication transport that should be hardcoded into an actor framework. It is rather desirable to design appropriate transport abstractions, which allow for flexible choices and configurations of transport functions on the Internet. In this paper, we report about our ongoing work of redesigning, implementing, and evaluating a network stack that abstracts transport for the C++ Actor Framework (CAF). the stack allows for the exchanging of transport protocols and adds configuration options as well as compositions of protocols. First comparisons of TCP versus UDP with configurable reliability options are provided, as well as an early evaluation of its performance.

关键词： Actor model distributed systems transport abstraction network service composition

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Security for distributed Smart Meter: Blockchain-based Approach, Ensuring Privacy by Functional Encryption 10

Security for Distributed Smart Meter: Blockchain-based Appro...

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10th international conference on Cloud Computing and Services Science (CLOSER)

作者： Yurchenko, Artem Moni, Mahbuba Peters, Daniel Nordholz, Jan thiel, Florian Phys Tech Bundesanstalt Berlin Germany Phys Tech Bundesanstalt Braunschweig Germany Tech Univ Berlin Inst Software Engn & Theoret Comp Sci Berlin Germany

ISBN: (纸本)9789897584244

Today the trend towards a completely distributed measuring device is progressing and increasing numbers of measuring instruments have already a cloud connection. this development requires new solutions to cover the requirements laid down by legal metrology. these new challenges could be tackled by designing innovative solutions which extend and merge novel technologies. the aim of this publication is to use blockchain technology and functional encryption to develop a model of a secure smart metering system, demonstrating the capabilities and limitations of these technologies in a practical scenario in the framework of legal metrology.

关键词： Legal Metrology Smart Meter Functional Encryption distributed Ledger Technology Blockchain

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Web-based Early Warning SCADA Subsystem 21

Web-Based Early Warning SCADA Subsystem

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proceedings of the 10th international conference on Software and Information Engineering

作者： Mladen Sverko Tihomir Orehovacki Faculty of Informatics Juraj Dobrila University of Pula Croatia

ISBN: (纸本)9781450384315

Complexity of the process control systems within the industrial environment increases rapidly over the years. this may not be the critical issue for the design of the control system itself, but human limitations places operators in a difficult position facing an increasing level of complexity of the Human-Machine Interface (HMI) with growing amounts of data and control parameters. this paper proposes a lightweight web-based software solution in the form of the addition to the existing control system that monitors desired segments of the controlled process in real time and aids the operator in timely detection of the recurring critical situation based on the initial operator's observation. Proposed solution does not rely on machine learning or any demanding computational task and therefore can coexist with existing control systems without need for additional computational power. Furthermore, there is no need for additional client software on any working station used for process control as it is accessed via web browser.

关键词： supervisory control and data acquisition situational awareness human-systems integration process control human-machine interface early detection cyber-physical systems critical event

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Genetic Algorithm for Solution of the Problem of Optimal Location of the distributed Electrical Networks 10

Genetic Algorithm for Solution of the Problem of Optimal Loc...

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10th international conference on Advanced Computer Information Technologies (ACIT)

作者： Goncharenko, Dmytro Oliinyk, Andrii Fedorchenko, Ievgen Korniienkog, Serhii Stepanenko, Alexander Kharchenko, Anastasia Fedorchenko, Yuliia Natl Univ Zaporizhzhia Polytech Zaporizhzhia Ukraine Natl Univ Zaporizhzhia Polytech Software Tools Dept Zaporizhzhia Ukraine

ISBN: (数字)9781728167602

ISBN: (纸本)9781728167602

the problem of the optimization of location of elements in the complex distributed power supply systems is considered in this paper. the article proposes a mathematical model of solving the problem of optimal location of multiple power supply and consumer assigning in the electric supply system. A modified genetic algorithm for solving this problem has been developed based on the methods of evolutionary modeling and genetic programming. the results of experiments showed good performance of the proposed genetic algorithm and the possibility of its application for the optimal placement of power sources in a distributed electrical network.

关键词： evolutionary algorithm genetic algorithm power supply power supply system

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proceedings - 10th international conference on Information systems and Technologies, ICIST 2020

Proceedings - 10th International Conference on Information S...

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10th international conference on Information systems and Technologies, ICIST 2020

ISBN: (纸本)9781450376556

the proceedings contain 46 papers. the topics discussed include: isolated handwritten digit recognition using LPQ and LBP features;a comparative study on load balancing algorithms in cloud environment;an expert system for fuzzy server failure data warehouse analysis;two-stages intrusion detection system based on hybrid methods;sentiment analysis on product reviews data using supervised learning: a comprehensive review of recent techniques;data mining contribution to intrusion detection systems improvement;BEPSO: bees elitist particle swarm optimization for solving constrained engineering optimization problems;and estimating daily diffuse solar radiation using neuro-fuzzy, fuzzy c-means and subtractive clustering (case study: Adrar, Algeria).

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