Add to ORKGThere are many academic and commercial stream processing engines (SPEs) today, each of them with its own execution semantics. This variation may lead to seemingly inexplica-ble differences in query results. In this paper, we present SECRET, a model of the behavior of SPEs. SECRET is a descriptive model that allows users to analyze the behav-ior of systems and understand the results of window-based queries for a broad range of heterogeneous SPEs. The model is the result of extensive analysis and experimentation with several commercial and academic engines. In the paper, we describe the types of heterogeneity found in existing engines, and show with experiments on real systems that our model can explain the key differences in windowing behavi...
Stream processing languages and stream processing engines have become more popular as they emerged f...
Abstract. Several query languages have been proposed for managing data streams in modern monitoring ...
Various research communities have independently arrived at stream processing as a programming model ...
Abstract There are many academic and commercial stream processing engines (SPEs) today, each of them...
There are many academic and commercial stream processing engines (SPEs) today, each of them with its...
The ability to process large volumes of data on the fly, as soon as they become available, is a fund...
At the moment we are witnessing the maturation of distributed streaming dataflow systems whose use-c...
Cataloged from PDF version of article.Stream processing applications process high volume, continuous...
Part 1: Software Architectures and DevelopmentInternational audienceIn this paper, we analyze how st...
Continuous queries applied over nonterminating data streams usually specify windows in order to obta...
Stream processing is a term that is used widely in the literature to describe a variety of systems. ...
Abstract. Data streams are modeled as infinite or finite sequences of data elements coming from an a...
Continuous queries applied over nonterminating data streams usually specify windows in order to obta...
The processing of data streams plays a central role in emerging applications such as pervasive compu...
Over the last several years, a great deal of progress has been made in the area of stream-processing...
Stream processing languages and stream processing engines have become more popular as they emerged f...
Abstract. Several query languages have been proposed for managing data streams in modern monitoring ...
Various research communities have independently arrived at stream processing as a programming model ...
Abstract There are many academic and commercial stream processing engines (SPEs) today, each of them...
There are many academic and commercial stream processing engines (SPEs) today, each of them with its...
The ability to process large volumes of data on the fly, as soon as they become available, is a fund...
At the moment we are witnessing the maturation of distributed streaming dataflow systems whose use-c...
Cataloged from PDF version of article.Stream processing applications process high volume, continuous...
Part 1: Software Architectures and DevelopmentInternational audienceIn this paper, we analyze how st...
Continuous queries applied over nonterminating data streams usually specify windows in order to obta...
Stream processing is a term that is used widely in the literature to describe a variety of systems. ...
Abstract. Data streams are modeled as infinite or finite sequences of data elements coming from an a...
Continuous queries applied over nonterminating data streams usually specify windows in order to obta...
The processing of data streams plays a central role in emerging applications such as pervasive compu...
Over the last several years, a great deal of progress has been made in the area of stream-processing...
Stream processing languages and stream processing engines have become more popular as they emerged f...
Abstract. Several query languages have been proposed for managing data streams in modern monitoring ...
Various research communities have independently arrived at stream processing as a programming model ...