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A tight bound on the number of mobile servers to guarantee transferability among dominating configurations

Satoshi Fujita
2010 Discrete Applied Mathematics  
We model those mobile servers as a subset of nodes, and assume that a user can receive the service if at least one adjacent node (including itself) plays the role of a server; i.e., we assume that the  ...  In this paper, we propose a new framework to provide continuous services to users by a collection of mobile servers distributed over an interconnection network.  ...  Acknowledgement The author is deeply grateful to anonymous reviewers for their kind suggestions and critical comments in improving the quality and the readability of the paper.  ... 
doi:10.1016/j.dam.2009.12.007 fatcat:szb7fdtihbbfngcj4yfafnsvpm

Policy-Based Federated Learning [article]

Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Eleanor Birrell, Hamed Haddadi, Deborah Estrin
2021 arXiv   pre-print
We evaluate our system on three use cases that train models with sensitive user data collected by mobile phones - predictive text, image classification, and notification engagement prediction - on a Raspberry  ...  We find that PoliFL is able to perform accurate model training and inference within reasonable resource and time budgets while also enforcing heterogeneous privacy policies.  ...  ACKNOWLEDGMENTS The authors would like to thank Nate Foster and Fred B. Schneider for the initial productive discussions and ideas. This work was supported in part by the NSF Grant 1642120.  ... 
arXiv:2003.06612v5 fatcat:ie46ni4ttvfafncfztpwr2dori

Resource Management in a Containerized Cloud: Status and Challenges

Pieter-Jan Maenhaut, Bruno Volckaert, Veerle Ongenae, Filip De Turck
2019 Journal of Network and Systems Management  
Efficient management of these virtual resources is of great importance, as it has a direct impact on both the scalability and the operational costs of the cloud environment.  ...  of a containerized cloud.  ...  Mishra et al. on the other hand presented a study on the tightness of VM packing [111] .  ... 
doi:10.1007/s10922-019-09504-0 fatcat:l5ak2kubqvfjzmrioyucvuy6ba

Towards seamless mobility on pervasive hardware

M. Satyanarayanan, Michael A. Kozuch, Casey J. Helfrich, David R. O'Hallaron
2005 Pervasive and Mobile Computing  
We describe a new mechanism called Internet Suspend/Resume (ISR) that overcomes many of the limitations of previous approaches to realizing this capability.  ...  Preserving one's uniquely customized computing environment as one moves to different locations is an enduring challenge in mobile computing.  ...  Acknowledgements We would like to thank the organizers of the PerCom 2004 conference for inviting M. Satyanarayanan to present the keynote talk upon which this paper is based.  ... 
doi:10.1016/j.pmcj.2005.03.005 fatcat:spibbsua45fgdbz5p7bmvdqapi

Learning GraphQL Query Costs (Extended Version) [article]

Georgios Mavroudeas and Guillaume Baudart and Alan Cha and Martin Hirzel and Jim A. Laredo and Malik Magdon-Ismail and Louis Mandel and Erik Wittern
2021 arXiv   pre-print
To mitigate these drawbacks, it is necessary to efficiently estimate the cost of a query before executing it.  ...  A major drawback to blindly servicing a client's query in GraphQL is that the cost of a query can be unexpectedly large, creating computation and resource overload for the provider, and API rate-limit  ...  As a result, GraphQL is very suitable for creating diverse client experiences and many organizations, such as Shopify, GitHub, Yelp, Starbucks, NBC, among others, have elected to use GraphQL to build mobile  ... 
arXiv:2108.11139v2 fatcat:aznivh67xfe2zgubizkmk74dfu

Distributed file systems: concepts and examples

Eliezer Levy, Abraham Silberschatz
1990 ACM Computing Surveys  
Based on the assessment of these systems, the paper makes the point that a departure from the approach of extending centralized file systems over a communication network is necessary to accomplish sound  ...  A typical configuration for a DFS is a collection of workstations and mainframes connected by a local area network (LAN).  ...  We would like to thank the anonymous reviewers and the editor-in-chief, Salvatore March, for their constructive comments that led us to improve the clarity of this paper.  ... 
doi:10.1145/98163.98169 fatcat:adzsx2bhebd4vpsy2hwg35cjhi

Virtual machine security

Arif Khan
2017 International Journal of Information and Computer Security  
Various features of the virtual platform originate from the possibilities of threats. We have depicted how those threats affect the deployment of a VM in the cloud computing.  ...  Proper techniques to construct a novel defense mechanism for virtualisation have also been discussed. We need to follow some appropriate habits for deploying and using VM.  ...  Acknowledgements The author wishes to thank Prof.  ... 
doi:10.1504/ijics.2017.082839 fatcat:dofaglbmijf3dkoypcyhf3t3ym

Mobility Management Challenges and Solutions in Mobile Cloud Computing System for Next Generation Networks

L. Pallavi, A. Jagan, B. Thirumala
2020 International Journal of Advanced Computer Science and Applications  
Again, MCC is depended upon to deliver on a very basic level increasingly inventive with multi applications.  ...  As of late, there is a dynamic improvement in the field of mobile computing, and mobile cloud computing (MCC) has been familiar with a potential development for portable administrations.  ...  SIMULATION PARAMETERS Parameters Values Number of Mobile nodes 30, 50, 70, 90, 110 Mobile user speed (ms) 20, 40, 60, 80, 100 Number of DCG 4 Number of IMA 4 Number of IDMD 1 Number of  ... 
doi:10.14569/ijacsa.2020.0110322 fatcat:ija6pckmozfufddfcebykoqgia

Towards Response Time Guarantees for e-Service Middleware

Achim Kraiss, Frank Schön, Gerhard Weikum, Uwe Deppisch
2001 IEEE Data Engineering Bulletin  
The Bulletin of the Technical Committee on Data Engineering is published quarterly and is distributed to all TC members.  ...  Membership in the TC on Data Engineering is open to all current members of the IEEE Computer Society who are interested in database systems.  ...  All current and former members of the CrossFlow project team are acknowledged for their contributions to the project.  ... 
dblp:journals/debu/KraissSWD01 fatcat:62tlkxlnjbau7mj6yguflu3gfi

Information Dissemination in Hybrid Satellite/Terrestrial Networks

Son Dao, Brad Perry
1996 IEEE Data Engineering Bulletin  
The Bulletin of the Technical Committee on Data Engineering is published quarterly and is distributed to all TC members.  ...  Membership in the TC on Data Engineering is open to all current members of the IEEE Computer Society who are interested in database systems.  ...  Acknowledgments: I would like to thank all members of the Oceans group http://www.cs.bu.edu/groups/oceans for the many discussions and feedback on this work.  ... 
dblp:journals/debu/DaoP96 fatcat:upw2mnninnbm3itvw3zjsg7k7y

Convergence of Edge Computing and Deep Learning: A Comprehensive Survey [article]

Xiaofei Wang and Yiwen Han and Victor C.M. Leung and Dusit Niyato and Xueqiang Yan and Xu Chen
2019 arXiv   pre-print
cloud to the edge of the network.  ...  promoting further discussions on the fusion of edge intelligence and intelligent edge, i.e., Edge DL.  ...  At last, Homogenized kNN, which utilizes the cached values to remove outliers and ensure a dominant cluster among the k records initially chosen, is implemented based on kNN to determine the reuse output  ... 
arXiv:1907.08349v2 fatcat:4hfqgdto4fhvlguwfjxuz3ik5q

Towards Predictable Real-Time Performance on Multi-Core Platforms [article]

Hyoseung Kim
2016 arXiv   pre-print
A key requirement of such systems is the need to provide predictable real-time performance: the timing correctness of the system should be analyzable at design time with a quantitative metric and guaranteed  ...  Even as of today, multi-core platforms are rarely used in safety-critical applications primarily due to the temporal interference caused by contention on various resources shared among processor cores,  ...  The data is transferred in a burst mode and a burst length (BL) determines the number of columns transferred per read/write access.  ... 
arXiv:1607.08578v1 fatcat:2ndmimzpxbehzlntoppabtusbq

Analytic Hierarchy Process aided Key Management Schemes Evaluation in Wireless Sensor Network

Na Ruan, Yizhi Ren, Yoshiaki Hori, Kouichi Sakurai
2012 Journal of Networks  
Users' feelings are evaluated with a user-centric networking mobility framework based on the concept of Personal Address.  ...  The aim is to identify elements (e.g., links) to which extra network protection can be applied so that the impact of such failure events, in terms of the number of connections affected, is minimized.  ...  Also, the experimental results were generated from traces made available to us by CAIDA and NLANR.  ... 
doi:10.4304/jnw.7.1.88-100 fatcat:7atjgdr7hngvfjvvfibte6d3pm

Advances and Open Problems in Federated Learning [article]

Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G.L. D'Oliveira, Hubert Eichner (+47 others)
2021 arXiv   pre-print
Federated learning (FL) is a machine learning setting where many clients (e.g. mobile devices or whole organizations) collaboratively train a model under the orchestration of a central server (e.g. service  ...  FL embodies the principles of focused data collection and minimization, and can mitigate many of the systemic privacy risks and costs resulting from traditional, centralized machine learning and data science  ...  Acknowledgments The authors would like to thank Alex Ingerman and David Petrou for their useful suggestions and insightful comments during the review process.  ... 
arXiv:1912.04977v3 fatcat:efkbqh4lwfacfeuxpe5pp7mk6a

Beyond private 5G networks: applications, architectures, operator models and technological enablers

Mickael Maman, Emilio Calvanese-Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig (+11 others)
2021 EURASIP Journal on Wireless Communications and Networking  
Before the deployment, stakeholders should consider spectrum allocation and on-site channel measurements in order to fully understand the propagation characteristic of a given environment and to set up  ...  networks will offer a lean and agile solution to effectively deploy and operate services with stringent and heterogeneous constraints in terms of reliability, latency, re-configurability and re-deployment  ...  The contributors of Sect. 2 are Alpha Networks (ANI), Athonet (ATH), Chunghwa Telecom (CHT), ITRI and Bosch authors. The latter two mainly wrote this section. HHI authors wrote Sect. 3.  ... 
doi:10.1186/s13638-021-02067-2 pmid:34899876 pmcid:PMC8642759 fatcat:hs4jnahzzbhozaq7amhp5kcfam
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