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Contrasting RDF Stream Processing Semantics [chapter]

Minh Dao-Tran, Harald Beck, Thomas Eiter
2016 Lecture Notes in Computer Science  
The recent logic-based LARS framework provides a theoretical underpinning to analyze stream processing/reasoning semantics.  ...  The increasing popularity of RDF Stream Processing (RSP) has led to developments of data models and processing engines which diverge in several aspects, ranging from the representation of RDF streams to  ...  In the stream processing community, SECRET [10] was proposed to characterize and analyze the behavior of stream processing engines, but at the operational level.  ... 
doi:10.1007/978-3-319-31676-5_21 fatcat:aqpuntysizbj7ffivualwbunlm

Semantic Foundations for Deterministic Dataflow and Stream Processing [chapter]

Konstantinos Mamouras
2020 Lecture Notes in Computer Science  
We propose a denotational semantic framework for deterministic dataflow and stream processing that encompasses a variety of existing streaming models.  ...  This has resulted in an enormous proliferation of semantic models for stream processing that are difficult to compare.  ...  Semantic Foundations for Deterministic Dataflow and Stream Processing  ... 
doi:10.1007/978-3-030-44914-8_15 fatcat:5vdd76jizbeednashywihtdec4

Differentially Private Stream Processing for the Semantic Web

Daniele Dell'Aglio, Abraham Bernstein
2020 Proceedings of The Web Conference 2020  
Specifically, we propose SihlQL, a query language that processes RDF streams in a privacypreserving fashion. SihlQL builds on top of SPARQL and the w-event DP framework.  ...  Specifically, we propose SihlQL, a query language that processes RDF streams in a privacy-preserving fashion. SihlQL builds on top of SPARQL and the w-event DP framework.  ...  RDF stream processing studies how to extend the semantic web stack with models to capture streams and process them [8] .  ... 
doi:10.1145/3366423.3380265 dblp:conf/www/DellAglioB20 fatcat:62dylyzztfaotp4xdf45wqo7h4

Defining the execution semantics of stream processing engines

Lorenzo Affetti, Riccardo Tommasini, Alessandro Margara, Gianpaolo Cugola, Emanuele Della Valle
2017 Journal of Big Data  
However, each SPE defines its own processing model and standardized execution semantics have not emerged yet.  ...  In this way, the paper contributes to the research in the area of stream processing by: (1) contrasting and comparing some widely used modern SPEs based on a formal model of their execution semantics;  ...  Flink processes streams of data using event time semantics.  ... 
doi:10.1186/s40537-017-0072-9 fatcat:ejxdccunx5bencmla72wi4ltge

Runtime Semantic Query Optimization for Event Stream Processing

Luping Ding, Songting Chen, Elke A. Rundensteiner, Junichi Tatemura, Wang-Pin Hsiung, K. Selcuk Candan
2008 2008 IEEE 24th International Conference on Data Engineering  
Detecting complex patterns in event streams, i.e., complex event processing (CEP), has become increasingly important for modern enterprises to react quickly to critical situations.  ...  In this work, we focus on exploiting event constraints to optimize CEP over large volumes of business transaction streams.  ...  Constraint-Aware Event Stream Processing As automated business processes, such as Web services and online transactions [1 1] , [19] , [24] , become ubiquitous, unprecedented volumes of business events  ... 
doi:10.1109/icde.2008.4497476 dblp:conf/icde/DingCRTHC08 fatcat:lnfcsif7m5f6jndqyihc6idmz4

Dynamic Access Control to Semantics-Aware Streamed Process Logs

Marcello Leida, Paolo Ceravolo, Ernesto Damiani, Rasool Asal, Maurizio Colombo
2019 Journal on Data Semantics  
of the event stream.  ...  In this paper, we present a model, a language and a software toolkit for controlling access to process data where logs are made available as streams of RDF triples referring to some company-specific business  ...  semantic integrity of the resulting RDF stream.  ... 
doi:10.1007/s13740-019-00106-2 fatcat:32kr2t762zczfgvwqh27o3w6lq

Processing online news streams for large-scale semantic analysis

Milos Krstajic, Florian Mansmann, Andreas Stoffel, Martin Atkinson, Daniel A. Keim
2010 2010 IEEE 26th International Conference on Data Engineering Workshops (ICDEW 2010)  
In this paper, the semantic analysis of such news streams is discussed by introducing a system that streams online news collected by the Europe Media Monitor to our proposed semantic news analysis system  ...  Thereby, we describe in detail the emerging challenges and the corresponding engineering solutions to process incoming articles close to real-time.  ...  News streaming system. News articles are semantically annotated in the pipeline of processing nodes in EMM system and XML metadata is sent in HTTP posts.  ... 
doi:10.1109/icdew.2010.5452710 dblp:conf/icde/KrstajicMSAK10 fatcat:75zm2bodnrebncgdbhkaifxdw4

Semantics-Based Complex Event Processing for RFID Data Streams

Tao Ku, YunLong Zhu, KunYuan Hu
2007 The First International Symposium on Data, Privacy, and E-Commerce (ISDPE 2007)  
In this paper we present the semantics-based CEP (Complex Event Processing) infrastructure on hierarchical data model for the capture, filtering and automatic transformation RFID data, and provide complex  ...  event detection patterns and algorithms for the generation of business logic semantic information.  ...  Semantic window [7] can also be implemented on the stream side to enhance the window specifications of stream processing.  ... 
doi:10.1109/isdpe.2007.9 fatcat:wnwneepjxnf2pmizy66zdnil5m

Harnessing sliding-window execution semantics for parallel stream processing

Gabriele Mencagli, Massimo Torquati, Fabio Lucattini, Salvatore Cuomo, Marco Aldinucci
2018 Journal of Parallel and Distributed Computing  
According to the recent trend in data acquisition and processing technology, big data are increasingly available in the form of unbounded streams of elementary data items to be processed in real-time.  ...  In this work we focus on the relationship between the various existing sliding window semantics and the way the query processing is performed from the parallelism perspective.  ...  The next section will provide a brief background on Data Stream Processing by presenting a categorization of the different sliding window semantics.  ... 
doi:10.1016/j.jpdc.2017.10.021 fatcat:zynixihqgfflfptiig2xrgwkui

Modeling the execution semantics of stream processing engines with SECRET

Nihal Dindar, Nesime Tatbul, Renée J. Miller, Laura M. Haas, Irina Botan
2012 The VLDB journal  
There are many academic and commercial stream processing engines (SPEs) today, each of them with its own execution semantics.  ...  Conclusion and future work The SECRET model describes important differences in the semantics underlying stream processing models. We developed SECRET by studying both academic and industrial SPEs.  ...  [15] generalizes the denotational semantics approach of STREAM CQL. They focus on defining the meaning of a stream itself rather than the complete query execution semantics. Li et al.  ... 
doi:10.1007/s00778-012-0297-3 fatcat:r3vqljycibgnlpqsdmxn6r2afu

Building the Semantic Similarity Model for Social Network Data Streams

Svitlana Petrasova, Nina Khairova, Wlodzimierz Lewoniewski
2018 2018 IEEE Second International Conference on Data Stream Mining & Processing (DSMP)  
This paper proposes the model for searching similar collocations in English texts in order to determine semantically connected text fragments for social network data streams analysis.  ...  The logical-linguistic model uses semantic and grammatical features of words to obtain a sequence of semantically related to each other text fragments from different actors of a social network.  ...  In the scope of semantic processing of such texts stream as posted by people in public forums (Facebook, Twitter, LinkedIn, Google+), blogs, etc., we aim to obtain a sequence of semantically related to  ... 
doi:10.1109/dsmp.2018.8478480 fatcat:wrqebeu6cvho7are3befcwa6ge

Text stream processing

Dunja Mladenić, Marko Grobelnik, Blaž Fortuna, Delia Rusu
2012 Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics - WIMS '12  
Introduction to Text Streams What are text streams Properties of text streams Motivation Pre-processing of text streams Text quality What are data streams Continuously arriving data, usually  ...  fact extraction and resolution • Word sense disambiguation • Summarization • Sentiment analysis • Social network analysis Text stream processing Text stream processing • Key literature overview  ... 
doi:10.1145/2254129.2254138 dblp:conf/wims/MladenicGFR12 fatcat:tjkukeyxg5cthcgyaulvxw3agm

An Efficient Method for Stream Semantics over RDMA

Patrick MacArthur, Robert D. Russell
2014 2014 IEEE 28th International Parallel and Distributed Processing Symposium  
Unlike TCP, which is a stream-oriented protocol, RDMA is a messageoriented protocol, and the OFA verbs library for writing RDMA application programs is more complex than the TCP sockets interface.  ...  This paper presents a communication algorithm that has been implemented in the UNH EXS stream-oriented mode to allow dynamic switching between sending transfers directly to user memory and sending transfers  ...  However, due to the ubiquity of the byte stream-oriented TCP/IP protocol, most applications expect byte stream semantics.  ... 
doi:10.1109/ipdps.2014.91 dblp:conf/ipps/MacArthurR14 fatcat:g3wkarfbyzflbcevi3armo4mfm

Semantic query optimization for processing XML streams with minimized memory footprint

Ming Li, Murali Mani, Elke A. Rundensteiner
2008 Proceedings of the 2008 EDBT workshop on Database technologies for handling XML information on the web - DataX '08  
Our system implementation processes XQuery utilizing the Raindrop algebra.  ...  This thesis presents a semantic query optimization solution to minimize memory footprint during XQuery evaluation by exploiting XML schema knowledge.  ...  Our system implementation processes XQuery expressions utilizing the Raindrop stream algebra.  ... 
doi:10.1145/1416691.1416698 fatcat:4qtdfrapgvcvlivwqjrgaqw6du

Detecting EPCIS exceptions in linked traceability streams across supply chain business processes

Monika Solanki, Christopher Brewster
2014 Proceedings of the 10th International Conference on Semantic Systems - SEM '14  
In this paper we present a methodology for detecting exceptions arising during the processing of EPCIS event datasets.  ...  The EPCIS specification provides an event oriented mechanism to record product movement information across stakeholders in supply chain business processes.  ...  To the best of our knowledge, runtime monitoring of EPCIS event streams annotated with semantics has so far not been explored in both the Semantic Web and supply chain communities.  ... 
doi:10.1145/2660517.2660524 dblp:conf/i-semantics/SolankiB14 fatcat:s6mya4rc2rcldnahpiix3tsvim
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