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检索条件"任意字段=Proceedings of the 15th International Conference on Distributed Computing Systems"

共 14922 条记录，以下是171-180 订阅

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Enhancing GSMA Operator Platform Group Standards to Enable Seamless Application Mobility in Multi-Domain Multi-Access Edge computing Networks 15

Enhancing GSMA Operator Platform Group Standards to Enable S...

引用

15th international conference on Communication systems and Networks (COMSNETS)

作者： Narendra, Nanjangud C. Ericsson Res Bangalore Karnataka India

ISBN: (纸本)9781665477062

the emergence of multi-access edge computing (MEC) promised to facilitate convenient access to services for mobile users via edge networks. Frequently, these users are on the move, switching between operator network domains. At the network level, this is addressed via the well-known "roaming" facility offered by operators. At the application level, i.e., in terms of providing application services to users, this is being addressed via the GSMA Alliances' Operator Platform Group (OPG) initiative. One of the key aims of this initiative is to facilitate interoperability between operator networks in order to enable MEC. In particular, seamless migration and placement of services across edge nodes situated within multiple operator network domains would be essential to facilitate multi-operator MEC. To that end, in this position paper, we define this crucial research issue, present its various dimensions, and propose an architecture and solution approach to solve this issue. We also show how our architecture and approach can be used to enhance the emerging GSMA OPG standards.

关键词： Multi-access edge computing Computer architecture Switches Standards Interoperability

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GVMP: A Novel Internet of things Application Module Placement Strategy for Heterogeneous Infrastructure using iFogSim 15

GVMP: A Novel Internet of Things Application Module Placemen...

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15th international conference on computing Communication and Networking Technologies, ICCCNT 2024

作者： Panda, Sanjaya Kumar Tyagi, Divyanshu Rout, Rashmi Ranjan Nit Warangal Department of Cse Telangana Warangal506004 India

ISBN: (纸本)9798350370249

the growing usage of Internet of things (IoT) devices in smart city applications has resulted in a surge in data volume. However, a centralized cloud server for IoT applications is practically infeasible because of high latency and network congestion. Fog computing offers a solution by processing data near the network edge through distributed network devices. Nonetheless, selecting a fog device capable of placing, hosting and processing an application module is quite challenging and a nondeterministic polynomial (NP)-hard problem. therefore, an efficient application module placement strategy is needed to minimize latency and network usage in an IoT-fog-cloudbased environment. this paper proposes the gateway validation module placement (GVMP) strategy for effectively deploying application modules in IoT-fog-cloud-based environments. the proposed strategy places modules on heterogeneous fog devices in the environments. the performance of the GVMP strategy is evaluated using the iFogSim tool and compared with the edgeward module placement (EWMP) strategy. the simulation results show that the GVMP strategy significantly reduces average application latency and network usage compared to the EWMP strategy. © 2024 IEEE.

关键词： Average Application Latency Cloud computing Edge computing Fog computing Internet of things Module Placement Network usage

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eCattle: A Platform for Traceability and Management of Livestock Transactions Using Smart Contracts 15

eCattle: A Platform for Traceability and Management of Lives...

引用

15th international conference on Information, Intelligence, systems and Applications, IISA 2024

作者： Assis, Nilton R. Batista, Bruno G. Institute of Mathematics and Computing Federal University of Itajubá Itajubá Brazil

ISBN: (纸本)9798350368833

Livestock farming is vital to the global economy, but faces challenges in traceability, sustainability, and productive efficiency due to a lack of standardization and difficulties in data sharing. With the increasing demand for transparency, blockchain technology emerges as a solution, standing out for its decentralization, immutability, and transparency. this study explores the application of blockchain in livestock farming, developing a blockchain network and a system called eCattle for herd monitoring and management. the research addresses the challenges of current systems and presents a blockchain-based prototype for the sector. the study emphasizes the revolutionary potential of blockchain to strengthen trust and sustainability in the livestock production chain through immutable and auditable records, enhancing data reliability and security. © 2024 IEEE.

关键词： Smart contract

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Autonomy and Turnover: A Survey Applied to distributed Software Teams 15

Autonomy and Turnover: A Survey Applied to Distributed Softw...

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15th international conference on Knowledge Management and Information systems, KMIS 2023 as part of the 15th international Joint conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2023

作者： Amorim, Luis de Farias, Ivaldir Marinho, Marcelo PE Recife52071-000 Brazil PE Garanhuns Brazil

ISBN: (纸本)9789897586712

distributed teams have gained prominence in software companies. However, studies indicate that distributed Software Development (DSD) companies often face challenges related to high developer turnover. Conversely, other research suggests that autonomy and its associated factors can mitigate or prevent such turnover. this study investigates the relationship between autonomy and turnover within DSD teams. To accomplish this, we conducted a survey based on previous Systematic Literature Review (SLR) research involving 181 software engineers worldwide. Our findings shed light on the key autonomy factors that impact turnover in DSD projects, including recognition, communication, collaboration, trust, and task balance. By offering a comprehensive understanding of these autonomy factors, our study provides software companies and organizations with valuable insights for addressing the issue of turnover in DSD projects. Copyright © 2023 by SCITEPRESS - Science and Technology Publications, Lda.

关键词： Software design

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the distributed Complexity of Locally Checkable Labeling Problems Beyond Paths and Trees 15

The Distributed Complexity of Locally Checkable Labeling Pro...

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15th Innovations in theoretical Computer Science conference (ITCS)

作者： Chang, Yi-Jun Natl Univ Singapore Singapore Singapore

ISBN: (纸本)9783959773096

We consider locally checkable labeling (LCL) problems in the LOCAL model of distributed computing. Since 2016, there has been a substantial body of work examining the possible complexities of LCL problems. For example, it has been established that there are no LCL problems exhibiting deterministic complexities falling between omega(log* n) and o(log n). this line of inquiry has yielded a wealth of algorithmic techniques and insights that are useful for algorithm designers. While the complexity landscape of LCL problems on general graphs, trees, and paths is now well understood, graph classes beyond these three cases remain largely unexplored. Indeed, recent research trends have shifted towards a fine-grained study of special instances within the domains of paths and trees. In this paper, we generalize the line of research on characterizing the complexity landscape of LCL problems to a much broader range of graph classes. We propose a conjecture that characterizes the complexity landscape of LCL problems for an arbitrary class of graphs that is closed under minors, and we prove a part of the conjecture. Some highlights of our findings are as follows. We establish a simple characterization of the minor-closed graph classes sharing the same deterministic complexity landscape as paths, where O(1), theta(log* n), and theta(n) are the only possible complexity classes. It is natural to conjecture that any minor-closed graph class shares the same complexity landscape as trees if and only if the graph class has bounded treewidth and unbounded pathwidth. We prove the "only if" part of the conjecture. For the class of graphs with pathwidth at most k, we show the existence of LCL problems with randomized and deterministic complexities theta(n), theta(n(1/2)), theta(n(1/3)),..., theta(n(1/k)) and the non-existence of LCL problems whose deterministic complexity is between omega(log* n) and o(n(1/k)). Consequently, in addition to the well-known complexity landscapes for paths, tre

关键词： distributed graph algorithms locality

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Leveraging Deep Learning for Detecting Toxicity in Online Comments 15

Leveraging Deep Learning for Detecting Toxicity in Online Co...

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15th international conference on computing Communication and Networking Technologies, ICCCNT 2024

作者： Rayani, Reddy Kowshik Tekula, Samhitha Vattigunta, Subhash Kovid Kovi, Naveen Kumar Namitha, Kalakunnath Department of Computer Science and Engineering Amrita School of Computing Amrita Vishwa Vidyapeetham Amritapuri India

ISBN: (纸本)9798350370249

Toxic comments are pervasive on online platforms, which makes it difficult to maintain positive dialogue and create a secure online space. People’s emotions and overall state of mental health start to seriously decline as a result of those toxic remarks. In this study, we examine how optimizers affect the training of three well-known RNN architectures for the toxic comment categorization task: LSTM, Bi-LSTM, and GRU. According to our research, the model’s performance is greatly influenced by the optimizer used;the Bi-LSTM model, which was trained using the ADAM optimizer, showed the greatest test accuracy of 95.33%. Our results highlight the crucial role optimization techniques play in improving moderation systems’ effectiveness and advancing the creation of more potent mitigation strategies for online toxicity. ©2024 IEEE.

关键词： Filtration GRU LSTM Toxicity detection

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Forecasting Power Prices for Cloud computing using an Enhanced Machine Learning 15

Forecasting Power Prices for Cloud Computing using an Enhanc...

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15th international conference on Advances in computing, Control, and Telecommunication Technologies, ACT 2024

作者： Nithisha, C. Tejaswini, Chillara Pavana Samyuktha, Busireddy Harika, Banda Chatrapathi, Gantala Tirupati India Department of Computer Science and Systems Engineering Sree Vidyanikethan Engineering College Tirupati India

ISBN: (纸本)9798331300579

the use of several machine learning regression models for the prediction of power costs is explored in this work. the following models are taken into consideration: Gradient Boosting, Adaboosting, Lgbmregressor, Cataboost regressor, Random Forest Regressor, XGBoost Regressor, Support Vector Regressor, and Stacking Regressor. Historical power pricing data with variables like time, demand, and weather make up the training and assessment dataset. A portion of the dataset is used to train each model, which is then adjusted to maximize prediction performance. To evaluate each model's precision, resilience, and computational effectiveness, a comparative study is done. Insights into the applicability of various regression models for the forecast of power prices are provided by the study's findings, which may help decision-makers optimize the planning and management of energy resources. © Grenze Scientific Society, 2024.

关键词： Adversarial machine learning

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IndiLog: Bridging Scalability and Performance in Stateful Serverless computing with Shared Logs 24

IndiLog: Bridging Scalability and Performance in Stateful Se...

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17th international systems and Storage conference (SYSTOR)

作者： Wiesholler, Maximilian Dinu, Florin Picorel, Javier Bhatotia, Pramod Tech Univ Munich Munich Germany Huawei Munich Res Ctr Munich Germany

ISBN: (纸本)9798400711817

State management has long been a challenge for serverless applications. Owing to their failure resilience and consistency guarantees, distributed shared logs have been recently proposed as a promising storage substrate enabling stateful serverless applications. We show that, unfortunately, state-of-the-art sacrifices compute tier scalability for log access performance, a particularly undesirable exchange for the dynamic serverless environment. the culprit is the log indexing architecture, namely relying on complete local indexes colocated with serverless functions. this design prevents efficient scaling and even risks out-of-memory errors. IndiLog is a novel distributed indexing architecture enabling stateful serverless applications to efficiently access a distributed shared log for state management without impeding compute tier scalability. IndiLog uses a combination of local, size-bounded indexes designed to capture the expected locality patterns alongside a sharded and balanced index tier which tackles the challenges of supporting log sub-streams and bounded reads. IndiLog bests or matches Boki, a state-of-the-art distributed shared log, over various index hit rates, workload concurrency and compute tier scaling sizes.

关键词： Serverless computing distributed shared log

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On Constructing a Byzantine Linearizable SWMR Atomic Register from SWSR Atomic Registers 25

On Constructing a Byzantine Linearizable SWMR Atomic Registe...

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26th international conference on distributed computing and Networking, ICDCN 2025

作者： Kshemkalyani, Ajay D. Piduguralla, Manaswini Peri, Sathya Misra, Anshuman University of Illinois Chicago ChicagoIL United States Indian Institute of Technology Hyderabad Hyderabad India Purdue University Fort Wayne Fort WayneIN United States

ISBN: (纸本)9798400710629

the SWMR atomic register is a fundamental building block in shared memory distributed systems and implementing it from SWSR atomic registers is an important problem. While this problem has been solved in crash-prone systems, it has received less attention in Byzantine systems. Recently, Hu and Toueg gave such an implementation of the SWMR register from SWSR registers. While their definition of register linearizability is consistent with the definition of Byzantine linearizability of a concurrent history of Cohen and Keidar, it has several drawbacks. In this paper, we give a stronger definition of a Byzantine linearizable register that overcomes these drawbacks. the construction of a Byzantine linearizable SWMR atomic register from SWSR registers that meets our stronger definition is given in the full arxiv report. the construction is correct when n > 3f, where n is the number of readers, f is the maximum number of Byzantine readers, and the writer can also be Byzantine. the construction relies on a public-key infrastructure. © 2025 Copyright held by the owner/author(s).

关键词： distributed computer systems

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Fortifying the Academic Perimeter: A Study on Network Sniffers in University computing systems 15

Fortifying the Academic Perimeter: A Study on Network Sniffe...

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15th international conference on computing Communication and Networking Technologies, ICCCNT 2024

作者： Pradhan, Rajeshwari Kaur, Inderdeep Singh, Yudhvir Jakhar, Nitil Heena Chandigarh University Computer Science and Engineering Mohali India

ISBN: (纸本)9798350370249

this study presents a specialised Java-based network sniffer designed for department-level monitoring of commercial computer systems on university networks. the sniffer is a powerful, platform-independent tool for real-time traffic analysis and intrusion detection. the research looks into the operational complexities of educational environments and compares them to alternative technologies. the paper emphasises its application by detailing the sniffer's smooth integration with university computer systems, overcoming scaling problems. For detecting the presence of packet sniffers, advanced detection approaches like as Address Resolution Protocol(ARP) detection, Round Trip Time (RTT) analysis, and Simple Network Management Protocol(SNMP) monitoring are examined. the outcomes provide a full performance review, recognising issues and suggesting technological remedies. Potential upgrades and collaborative opportunities are among the future work considerations. the abstract emphasises the research's unique application in departmental-level monitoring. the abstract underscores the research's specific application in departmental-level monitoring, emphasizing its contributions to efficient and secure network practices within university environments. © 2024 IEEE.

关键词： Network intrusion

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