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A dynamic multi-strategies scheduling algorithm for heterogeneous computing systems 21

A dynamic multi-strategies scheduling algorithm for heteroge...

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21st IEEE international conference on High Performance computing and Communications, 17th IEEE international conference on Smart City and 5th IEEE international conference on Data Science and Systems, HPCC/SmartCity/DSS 2019

作者： Lv, Xiangyu Hu, Wei Wang, Yonghao College of Computer Science and Technology Wuhan University of Science and Technology China Hubei Province Key Laboratory of Intelligent Information Processing Real-time Industrial System China Digital Media Lab Birmingham City University United Kingdom

ISBN: (纸本)9781728120584

Efficient scheduling algorithms play an essential part in heterogeneous computing systems (HeCS) to achieve high performance. So we proposed a new efficient dynamic multi-strategies scheduling algorithm (DMS). The basic idea of this algorithm is to reduce communication in the priority calculation phase and task mapping phase. In the priority calculation phase, the algorithm increases the weight of the task. During the task mapping phase, three approaches for mapping tasks are proposed, and the method which reduces the most communication time among the three approaches is chosen as the task mapping standard. The results of the algorithm presented in this paper demonstrate improved performance in terms of speedup, and schedule length ratio. © 2019 IEEE.

关键词： Scheduling algorithms

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Joint searches by FACT, H.E.S.S., MAGIC and VERITAS for VHE gamma-ray emission associated with neutrinos detected by IceCube 38

Joint searches by FACT, H.E.S.S., MAGIC and VERITAS for VHE ...

引用

38th international Cosmic Ray conference, ICRC 2023

作者： Schüssler, Fabian Ashkar, H. Bernardini, E. Berti, A. Bradascio, F. Buson, S. Dorner, D. Jin, W. Kukec Mezek, G. Santander, M. Satalecka, K. Schleicher, B. Senniappanh, M. Viale, I. Abhir, J. Baack, D. Balbo, M. Biland, A. Brand, K. Bretz, T. Buss, J. Eisenberger, L. Elsaesser, D. Günther, P. Hildebrand, D. Mannheim, K. Noethe, M. Paravac, A. Rhode, W. Sliusar, V. Hasan, S. Walter, R. Aharonian, F. Ait Benkhali, F. Alkan, A. Aschersleben, J. Backes, M. Baktash, A. Barbosa Martins, V. Barnacka, A. Barnard, J. Batzofin, R. Becherini, Y. Beck, G. Berge, D. Bernlöhr, K. Bi, B. Böttcher, M. Boisson, C. Bolmont, J. de Bony de Lavergne, M. Borowska, J. Bouyahiaoui, M. Breuhaus, M. Brose, R. Brown, A. Brun, F. Bruno, B. Bulik, T. Burger-Scheidlin, C. Bylund, T. Cangemi, F. Caroff, S. Casanova, S. Cecil, R. Celic, J. Cerruti, M. Chambery, P. Chand, T. Chandra, S. Chen, A. Chibueze, J. Chibueze, O. Collins, T. Cotter, G. Cristofari, P. Damascene Mbarubucyeye, J. Davids, I.D. Davies, J. de Jonge, L. Devin, J. Djannati-Ataï, A. Dmytriiev, A. Doroshenko, V. Dreyer, L. Du Plessis, L. Egberts, K. Einecke, S. Ernenwein, J.-P. Fegan, S. Feijen, K. de Clairfontaine, G. Fichet Fontaine, G. Lott, F. Füßling, M. Funk, S. Gabici, S. Gallant, Y.A. Ghafourizadeh, S. Giavitto, G. Giunti, L. Glawion, D. Glicenstein, J.F. Glombitza, J. Goswami, P. Grolleron, G. Grondin, M.-H. Haerer, L. Hattingh, S. Haupt, M. Hermann, G. Hinton, J.A. Hofmann, W. Holch, T.L. Holler, M. Horns, D. Huang, Zhiqiu Jaitly, A. Jamrozy, M. Jankowsky, F. Jardin-Blicq, A. Joshi, V. Jung-Richardt, I. Kasai, E. Katarzynski, K. Katjaita, H. Khangulyan, D. Khatoon, R. Khélifi, B. Klepser, S. Kluzniak, W. Komin, Nu Konno, R. Kosack, K. Kostunin, D. Kundu, A. Lamanna, G. Lang, R.G. Le stum, S. Lefranc, V. Leitl, F. Lemière, A. Lemoine-Goumard, M. Lenain, J.-P. Leuschner, F. Luashvili, A. Lypova, I. Mackey, J. Malyshev, D. III. Physikalisches Institut RWTH Aachen University AachenD-52056 Germany Department of Physics University of Adelaide AdelaideSA5005 Australia Dept. of Physics and Astronomy University of Alaska Anchorage 3211 Providence Dr. AnchorageAK99508 United States Dept. of Physics University of Texas at Arlington 502 Yates St. Science Hall Box 19059 ArlingtonTX76019 United States CTSPS Clark-Atlanta University AtlantaGA30314 United States School of Physics Center for Relativistic Astrophysics Georgia Institute of Technology AtlantaGA30332 United States Dept. of Physics Southern University Baton RougeLA70813 United States Dept. of Physics University of California BerkeleyCA94720 United States Lawrence Berkeley National Laboratory BerkeleyCA94720 United States Institut für Physik Humboldt-Universität zu Berlin BerlinD-12489 Germany Fakultät für Physik & Astronomie Ruhr-Universität Bochum BochumD-44780 Germany Université Libre de Bruxelles Science Faculty CP230 BrusselsB-1050 Belgium Dienst ELEM BrusselsB-1050 Belgium Department of Physics Laboratory for Particle Physics and Cosmology Harvard University CambridgeMA02138 United States Dept. of Physics Massachusetts Institute of Technology CambridgeMA02139 United States Dept. of Physics The International Center for Hadron Astrophysics Chiba University Chiba263-8522 Japan Department of Physics Loyola University Chicago ChicagoIL60660 United States Dept. of Physics and Astronomy University of Canterbury Private Bag 4800 Christchurch New Zealand Dept. of Physics University of Maryland College ParkMD20742 United States Dept. of Astronomy Ohio State University ColumbusOH43210 United States Dept. of Physics Center for Cosmology and Astro-Particle Physics Ohio State University ColumbusOH43210 United States Niels Bohr Institute University of Copenhagen CopenhagenDK-2100 Denmark Dept. of Physics TU Dortmund University DortmundD-44221 Germany Dept. of Physics and Astronomy

The sources of the astrophysical flux of high-energy neutrinos detected by IceCube are still largely unknown, but searches for temporal and spatial correlation between neutrinos and electromagnetic radiation are a promising approach in this endeavor. All major imaging atmospheric Cherenkov telescopes (IACTs) - FACT, H.E.S.S., MAGIC, and VERITAS - operate an active follow-up program of target-of-opportunity observations of neutrino alerts issued by IceCube. These programs use several complementary neutrino alert streams. A publicly distributed alert stream is formed by individual high-energy neutrino candidate events of potentially astrophysical origin, such as IceCube-170922A (which could be linked to the flaring blazar TXS 0506+056). A privately distributed alert stream is formed by clusters of neutrino events in time and space around either pre-selected gamma-ray sources or anywhere in the sky. Here, we present joint searches for multi-wavelength emission associated with a set of IceCube alerts, both private and public, received through mid-January 2021. We will give an overview of the programs of the participating IACTs. We will showcase the various follow-up and data analysis strategies employed in response to the different alert types and various possible counterpart scenarios. Finally, we will present results from a combined analysis of the VHE gamma-ray observations obtained across all involved instruments, as well as relevant multi-wavelength data. © Copyright owned by the author(s) under the terms of the Creative Commons.

关键词： Cosmic rays

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Internet Of Things (IOT) Cybersecurity based on the Hybrid Cryptosystem 21

Internet Of Things (IOT) Cybersecurity based on the Hybrid C...

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21st international conference on Advanced Communication technology (ICACT)

作者： Jian, Ming-Shen Cheng, Yu-En Shen, Chen-Han Natl Formosa Univ Dept Comp Sci & Informat Engn Cloud Comp & Intelligent Syst Lab Huwei Township Yunlin Taiwan

ISBN: (纸本)9791188428021

Since the Internet Of Things (IOT) are generally used, the data or information transferred between IOT devices and servers should be secured. In this research, hybrid cryptosystem based on the shared-key and asymmetric cryptography (or called Public-key cryptography) is proposed. According to the network communication, MAC address information of the IOT device is used for public-key querying and exchanging. Via asymmetric cryptography, the shared key can be automatically exchanged between IOT device and server. The implementation shows the feasibility of the proposed hybrid cryptosystem which could secure the data.

关键词： Internet Of Things Information Security Network Identity Cryptography

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AugmentedBook: A collaborative e-learning augmented reality platform 1st

AugmentedBook: A collaborative e-learning augmented reality ...

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1st international conference on Human Interaction and Emerging Technologies, IHIET 2019

作者： Alzahrani, Nouf M. Lajmi, Sonia Information Technology Department Faculty of Computer Science and Information Technology Albaha University Albaha Saudi Arabia MIRACL: Multimedia InfoRmation Systems and Advanced Computing Laboratory University of Sfax Technological Pole of Sfax Sakiet Ezzit Sfax3021 Tunisia

ISBN: (纸本)9783030256289

This paper introduces an augmented reality-based framework (called AugmentedBook) for e-learning that allows the creation of collaborative notes, illustrative media (i.e. video, 2D or 3D image, audio) for mobile devices or Google glass. The augmented content can be added to real-world educational support to make it more comprehensive, interactive and collaborative. In this platform, students and teachers can add collaborative notes to any part of the educational support system. They can also find illustrative media and indicate the pertinence of the result. Using our AugmentedBook platform, students can also download the enriched support using a mobile device. Our framework solves the problem of standard integration of augmented reality applications in education, offering a distributed framework which is e-learning compliant. © 2020, Springer Nature Switzerland AG.

关键词： Augmented reality

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Joint Job offloading and resource allocation for distributed deep learning in edge computing 21

Joint Job offloading and resource allocation for distributed...

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作者： Wang, Haichuan Chen, Xi Xu, Hongli Liu, Jianchun Huang, Liusheng School of Computer Science and Technology University of Science and Technology of China Hefei China

ISBN: (纸本)9781728120584

Under the paradigm of Edge computing, the enormous data generated at the network edge can be processed locally. Machine learning methods are often adopted to make full utilization of these data, among which the deep learning is a promising one. When considering the inherent distributed feature of these data, it is appeal to conduct distributed deep learning tasks directly at the edge. We focus on an edge computing system that conduct distributed deep learning tasks using gradient descent based approaches. To ensure the system's performance, there are at least two major challenges to cope with: how to offload the training jobs with multiple data source nodes and how to allocate the limited resources on each edge server among training jobs. In this paper, we jointly consider the two challenges, aiming to maximize the system throughput while ensuring the system's quality of service (QoS). We formulate the joint problem as an integer non-linear program and propose an efficient approximation algorithm based on reformulation and randomized rounding technique. Simulation results prove that the proposed algorithm can improve 56% of the system throughput and 53% of resource utilization when compared to the conventional baseline algorithms. © 2019 IEEE.

关键词： Edge computing

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Evolution of Sea Ice Thickness Over Various Seas of the Arctic Region for the Years 2012–13 and 2018–19 1st

Evolution of Sea Ice Thickness Over Various Seas of the Arct...

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1st international conference on Mathematical Modelling, Computational Intelligence and Renewable energy, MMCITRE 2020

作者： Panicker, Dency V. Vachharajani, Bhasha Ram Rajak, D. Department of Science School of Technology Pandit Deendayal Petroleum University Gandhinagar Gujarat India Department of Mathematics School of Technology Pandit Deendayal Petroleum University Gandhinagar Gujarat India Cryosphere Sciences Division GHCAG/EPSA Space Applications Centre—ISRO Ahmedabad Gujarat India

ISBN: (纸本)9789811599521

Sea ice is formed when ocean water freezes at a temperature of −1.8 °C. This ice formed over the ocean plays a crucial role in the global climate system. Most of the solar radiation which is incident on sea ice is reflected, and thus, it acts as the earth’s polar refrigerator by limiting the heat absorption. However, it is found over the decades that sea ice is declining dramatically, and this can cause various negative impacts. Firstly, the warming up of the poles disrupts the earth’s overall heat flow, and secondly, it alters the wind pattern by pushing more ice towards the Atlantic. The study aims at extracting the rate of growth and attainment of sea ice over various seas of the Arctic region. The seas mainly considered for the purpose of study are East Siberian, Kara and Barents. Using sea ice thickness data from NSIDC, for the year 2012–13 and 2018–19, various episodes of sea ice thickness over the region are distinctly identified and compared with each other. It is found that the fluctuation in sea ice thickness is different for each sea mainly due to its topography. Despite the cool nature of the Arctic, it is also found that unexpected warmth comes beneath the Arctic Ocean because of the high heat capacity of water, which in turn serves as the causative factor for mild climates in the coastal regions. On the contrary, land has a lower heat capacity, so it gets heated up quickly during the day and cools down with dawn. Not only the heat capacity factor but also other parameters such as pressure, temperature, wind, humidity and its related precipitation also contribute to the variation in sea ice thickness. © 2021, The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

关键词： Sea ice

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An Approach to intelligent distributed Scanning and Analytical Processing of the Internet Inappropriate Information 10

An Approach to Intelligent Distributed Scanning and Analytic...

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10th IEEE international conference on intelligent Data Acquisition and Advanced computing Systems - technology and Applications (IDAACS)

作者： Branitskiy, Alexander Fedorchenko, Andrey Kotenko, Igor Saenko, Igor Russian Acad Sci St Petersburg Inst Informat & Automat 14 Th Liniya39 St Petersburg 199178 Russia

ISBN: (纸本)9781728140698

The paper presents a new approach to implementation of intelligent distributed scanning and analytical processing of Web-content for detection of the Internet inappropriate information. The offered architecture of the component of the intelligent distributed scanners eliminates restrictions on capacity and localization of scanners in network by decentralized management of loading. The offered architecture of the component of analytical processing uses a set of the binary qualifiers based on machine learning methods. Experimental assessment of the proposed solutions showed their high efficiency on the classifier training time and on the completeness and the accuracy of inappropriate information detection.

关键词： intelligent distributed scanner analytical processing inappropriate uinformation classifier

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Impact of Airfield Pavement’s Operability on Its Anti-skid Properties

Impact of Airfield Pavement’s Operability on Its Anti-skid ...

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international Scientific conference Transport of the 21st Century, ISCT21 2019

作者： Wesolowski, Mariusz Blacha, Krzysztof Iwanowski, Pawel Air Force Institute of Technology Warsaw Poland

ISBN: (纸本)9783030276867

The article focuses on presenting the impact of the airfield pavements operability on the obtained values of the friction coefficient. The problem was captured in the context of the surface contamination’s increase during the half-year measurement period. In addition, a reduction of the pavement surface anti-skid parameters in the touchdown zone on the runway, in relation to its central part was presented. Anti-skid properties are characterized by two main parameters: coefficient of friction at wheel/surface contact zone and depth of surface texture. There are proven and used for years methods for measuring the macro- and micro-texture of the surface and the roughness of the surface. In order to check the impact of operating processes on the anti-skid properties of airfield pavements, appropriate tests have been carried out. Changes resulting from arise of rubber amounts on the selected runway’s (DS1) and taxiway’s (DK) surfaces starting from late winter till late summer were assessed. In addition, a different runway was assessed (DS2) for which a map of friction coefficient values was made in order to show areas with worse anti-skid properties. The article confirmed the necessity of constant control of anti-skid parameters of airport pavements in order to ensure safety conditions at an appropriate level. Maintenance services and proper operation of airfield pavements also is necessary to minimize the effects of surface deterioration and the accumulation of contaminants in its area. © 2020, Springer Nature Switzerland AG.

关键词： Textures

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Cybersecurity Framework For Healthcare Industry Using NGFW

Cybersecurity Framework For Healthcare Industry Using NGFW

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intelligent Communication Technologies and Virtual Mobile Networks (ICICV), international conference on

作者： Mohammed Zaki V Sivakumar Sanjana Shrivastava Kumar Gaurav Dayananda Sagar Academy of Technology & Management Dayananda Sagar Academy of Technology & Management Banglore Karnataka India

ISBN: (数字)9781665419604

ISBN: (纸本)9781665429986

In 21 st century due to the advancement in technology and digitalization of healthcare networks, cyber attacks on these networks have advanced and are colossal. The need for protecting healthcare industry from such malice is undeniable. Healthcare information is at risk from malicious actors. Improvements in the state of information security and privacy in the industry are critical to the broad adoption, utilization and confidence in health information systems, medical technologies and electronic exchanges of health information. In this paper a survey on different types of most advanced attacks on healthcare industry and the damage they cause is discussed. Existing approaches to protect healthcare networks is highlighted and a framework for using Next Generation Firewall to detect and prevent cyber attacks is proposed. Additionally configuring the NGFW with a unique hospital network architecture is discussed. The need for an NGFW, its advantages and configuration of such a system is illustrated.

关键词： Industries Firewalls (computing) Medical services Telecommunication traffic Network architecture Next generation networking Cyberattack

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Comparison of Vehicle Exhaust Emissions with Gasoline Engines of Different Ecological Classes in Road Tests

Comparison of Vehicle Exhaust Emissions with Gasoline Engine...

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international Scientific conference Transport of the 21st Century, ISCT21 2019

作者： Pielecha, Jacek Merkisz, Jerzy Kurtyka, Karolina Poznan University of Technology Piotrowo Street 3 Poznan60-965 Poland

ISBN: (纸本)9783030276867

The introduction of changes in the vehicle type approval testing procedures is a way to reduce the issue of exceeding the limits set in the standards. Previous laboratory tests of vehicle emissions did not contain information on the actual vehicle and engine operating conditions. Therefore, particular attention was paid to comparative tests of gasoline engines in the context of the particles number and nitrogen oxides road emission. The reason for this was a significant discrepancy in the ecological classification of engines (Euro 6 and Euro 6d-Temp) for vehicles of similar weight. The article presents the assessment of ecological vehicle indicators in real traffic conditions in accordance with the latest RDE (Real Driving Emissions) test proposals. It has been shown that despite the compliance of vehicles with emission limits of nitrogen oxides and the number of particles in tests carried out in the chassis dynamometer test, they are varied in real operation conditions. This proves that special attention should be paid to gasoline engines, which emit much more solid particles than the latest emission class compression-ignition (Euro 6d-Temp) engines. At the same time, the development of the automotive industry, new engine designs fueled by alternative fuels and the use of hybrid drives should constantly include the latest emission testing procedures. © 2020, Springer Nature Switzerland AG.

关键词： Nitrogen oxides

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