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Verification of Distributed Dataspace Architectures [chapter]

Simona Orzan, Jaco van de Pol
2004 Lecture Notes in Computer Science  
The space calculus is introduced as a language to model distributed dataspace systems, i.e. distributed applications that use a shared (but possibly distributed) dataspace to coordinate.  ...  We give the syntax and operational semantics of this language and provide tool support for functional and performance analysis of its expressions.  ...  A distributed dataspace architecture 2 The Space Calculus Fig. 3 . 3 Auxiliary operators on multisets.  ... 
doi:10.1007/978-3-540-39866-0_21 fatcat:xphl4oia3vahniclfwgs44ywee

Semantical aspects of an architecture for distributed embedded systems

Roel Bloo, Jozef Hooman, Edwin de Jong
2000 Proceedings of the 2000 ACM symposium on Applied computing - SAC '00  
We investigate the formulation of a formal semantics for the industrial software architecture Splice.  ...  In this report, we present a set of basic Splice interaction primitives that is both powerful and easy to implement. We define a semantics for this language based on a conceptual global dataspace.  ...  Acknow ledgements We would like to thank Marcello Bonsangue, Michel Chaudron, Paul Dechering, Rix Groenboom, Michel Reniers and the anonymous referees of SAC2000 5 for their useful comments on a draft  ... 
doi:10.1145/335603.335731 dblp:conf/sac/BlooHJ00 fatcat:wudr7puelfbbnhhxop6vtmwdpa

A first tutorial on dataspaces

Michael Franklin, Alon Halevy, David Maier
2008 Proceedings of the VLDB Endowment  
Uncertainty in data integration Modeling and reasoning about uncertainty in data, queries and semantic mappings are critical for management of dataspaces.  ...  An iTrail is essentially a statement of semantic equivalence of two access paths through the data, and their addition allows queries to obtain more complete answers from a dataspace.  ... 
doi:10.14778/1454159.1454217 fatcat:lfreyxz6dbctlf7vtutauj4ju4

Fundamentals of Real-time Linked Dataspaces [chapter]

Edward Curry
2019 Real-time Linked Dataspaces  
We propose a set of specialised dataspace support services to enable the requirements of loose administrative proximity and semantic integration for event and stream systems.  ...  to existing dataspaces, and the main components of the architecture.  ...  It manages the sources without presuming a pre-existing semantic integration among them, uses linked data and knowledge graphs to coordinate the dataspace, and operates under a 5 star model for "pay-as-you-go  ... 
doi:10.1007/978-3-030-29665-0_4 fatcat:ttzwlycl4rh7thlgnkheapcmqi

iMeMex: From Search to Information Integration and Back

Jens Dittrich, Marcos Antonio Vaz Salles, Lukas Blunschi
2009 IEEE Data Engineering Bulletin  
In this paper, we report on lessons learned while building iMeMex, the first incarnation of a Personal Dataspace Management System (PDSMS).  ...  We discuss the impact of several conceptual and architectural decisions made in iMeMex and outline open research challenges in combining search and information integration in order to build personal dataspace  ...  Acknowledgments We would like to thank ETH Zurich, SNF, and in particular Donald Kossmann for making this project possible.  ... 
dblp:journals/debu/DittrichSB09 fatcat:jyopsbbmsffhfpezoihxfplxyi

An Effective User Behavior Modeling Approach for Data Services in the Field of Materials Engineering

Xin Cheng, Changjun Hu, Yang Li, Wei Lin
2013 Journal of Computers  
For dealing with the problem of distributed heterogeneous data sharing and satisfying the demands of data service, the complex association and dynamic changes should be tracked timely.  ...  In this paper, we propose an effective user behavior modeling approach based on the Open Cloud Service Architecture (OCSA) to manage the domain scientific data.  ...  Elsayed et al proposed a dataspace management system architecture [19] which combined the dataspace concept with the grid technology.  ... 
doi:10.4304/jcp.8.11.2972-2979 fatcat:qz5uqak2bzgkvmzofbmzxcmqxm

A Real-time Linked Dataspace for the Internet of Things: Enabling "Pay-As-You-Go" Data Management in Smart Environments

Edward Curry, Wassim Derguech, Souleiman Hasan, Christos Kouroupetroglou, Umair ul Hassan
2019 Future generations computer systems  
What are appropriate data model in dataspace for a smart environment? How does a dataspace perform in a real-world deployment?  ...  The approximation service allows automatic semantic matching of events based on userdefined rules using a semantic matching model [41, 42] .  ...  He was a Ph.D. researcher and then a postdoctoral researcher at the Insight Centre for Data Analytics at NUIG where he investigated the data coupling problem in distributed event processing systems within  ... 
doi:10.1016/j.future.2018.07.019 fatcat:myeu6dkduze6xmrc34iwfytwwi

Knowledge cubes — A proposal for scalable and semantically-guided management of Big Data

Amgad Madkour, Walid G. Aref, Saleh Basalamah
2013 2013 IEEE International Conference on Big Data  
In this paper, knowledge cubes are proposed as a semantically-guided data management architecture, where data management is influenced by the data semantics rather than by a predefined scheme.  ...  Knowledge cubes are inspired by two prime architectures: (1) Dataspaces that provides an abstraction for data management where heterogeneous data sources can co-exist and it requires no prespecified unifying  ...  It uses a rich data model, namely RDF [4] , to express the data through statements of equivalence, subclasses, and sub-property relations.  ... 
doi:10.1109/bigdata.2013.6691800 dblp:conf/bigdataconf/MadkourAB13 fatcat:hciebcwhcbgxfdqrmnylvjll5a

Querying Heterogeneous Datasets on the Linked Data Web: Challenges, Approaches, and Trends

Andre Freitas, Edward Curry, Joao Gabriel Oliveira, Sean O'Riain
2012 IEEE Internet Computing  
We thank the reviewers and editors for their careful and valuable feedback.  ...  Distributional semantic models are suitable for computing semantic relatedness, which can act as a best-effort solution for providing robust semantic matching solutions for linked data queries (present  ...  Distributional semantic models assume that the context surrounding a given word in a text provides important information about its meaning. 14 Distributional semantics focuses on constructing a semantic  ... 
doi:10.1109/mic.2011.141 fatcat:kovzfmfjvfhpdeavhxcb3pueba

Understanding Personal Data as a Space - Learning from Dataspaces to Create Linked Personal Data

Laura Dragan, Markus Luczak-Rösch, Nigel Shadbolt
2014 Extended Semantic Web Conference  
We define a personal dataspace, as the space of all personal data belonging to a user, and we describe the logical components of the dataspace.  ...  In this paper we argue that the space of personal data is a dataspace as defined by Franklin et al.  ...  [5] define the concept of a Personal Dataspace, as containing the entire personal information of a user, and define an architecture for a Personal Dataspace Management System (PDSMS), the equivalent  ... 
dblp:conf/esws/DraganLS14 fatcat:yerf27zyhbb2th7n2bavrghqqu

Pay-as-you-go user feedback for dataspace systems

Shawn R. Jeffery, Michael J. Franklin, Alon Y. Halevy
2008 Proceedings of the 2008 ACM SIGMOD international conference on Management of data - SIGMOD '08  
A primary challenge to large-scale data integration is creating semantic equivalences between elements from different data sources that correspond to the same real-world entity or concept.  ...  At the core of this concept is a utility function that quantifies the desirability of a given state; thus, we devise a utility function for dataspaces based on query result quality.  ...  ACKNOWLEDGEMENTS The authors would like thank Jayant Madhavan, Omar Benjelloun, the Google Base team, and the members of the Berkeley database research group for many discussions regarding this work.  ... 
doi:10.1145/1376616.1376701 dblp:conf/sigmod/JefferyFH08 fatcat:lin47gif7bhb7nfn5iazyuaafe

Database techniques for linked data management

Andreas Harth, Katja Hose, Ralf Schenkel
2012 Proceedings of the 2012 international conference on Management of Data - SIGMOD '12  
At the same time, we make the connection from Linked Data best practices to established technologies in distributed databases and the concept of Dataspaces and show differences as well as commonalities  ...  for querying.  ...  Linked Data [3] and Dataspaces [8] are two prime examples of new architectures for such data management systems.  ... 
doi:10.1145/2213836.2213909 dblp:conf/sigmod/HarthHS12 fatcat:pbxgg3dnavbc5onjn2e4lmwu54

Dynamic synchrony among atomic actions

G.-C. Roman, Y.J. Plun, C.D. Wilcox
1993 IEEE Transactions on Parallel and Distributed Systems  
The model is shown to be convenient for expressing formally the semantics of synchrony as it appears in many of the languages and models proposed to date.  ...  A new concurrent algorithm for the leader election problem provides a vehicle for illustrating the use of dynamic synchrony in Swarm.  ...  The authors thank Kenneth Cox for his constructive criticisms and review of this paper.  ... 
doi:10.1109/71.242155 fatcat:a6ts7nseq5hwhavgcoclorpkxi


Ciprian Docan, Manish Parashar, Scott Klasky
2010 Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing - HPDC '10  
DataSpaces essentially implements a semantically specialized virtual shared space abstraction that can be associatively accessed by all components and services in the application workflow.  ...  As a result, they require efficient support for dynamic and flexible couplings and interactions, which remains a challenge.  ...  Department of Energy via the grant number DE-FG02-06ER54857, by The Extreme Scale Systems Center at ORNL and the Department of Defense, and by an IBM Faculty Award, and was conducted as part of the NSF Center for  ... 
doi:10.1145/1851476.1851481 dblp:conf/hpdc/DocanPK10 fatcat:vw6mhih2jjemtodvxq7gyiwvjm

From databases to dataspaces

Michael Franklin, Alon Halevy, David Maier
2005 SIGMOD record  
This paper proposes dataspaces and their support systems as a new agenda for data management.  ...  ., enterprises, government agencies, libraries, "smart" homes) relying on a large number of diverse, interrelated data sources, but having no way to manage their dataspaces in a convenient, integrated,  ...  Jennifer Widom played a key role in the original development of the dataspace concept.  ... 
doi:10.1145/1107499.1107502 fatcat:f7dcfy4tcnghzhox7r47pottum
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