Processing flows of information: From data stream to complex event processing

G Cugola, A Margara - ACM Computing Surveys (CSUR), 2012 - dl.acm.org
A large number of distributed applications requires continuous and timely processing of
information as it flows from the periphery to the center of the system. Examples include …

Trends in big data analytics

K Kambatla, G Kollias, V Kumar, A Grama - Journal of parallel and …, 2014 - Elsevier
One of the major applications of future generation parallel and distributed systems is in big-
data analytics. Data repositories for such applications currently exceed exabytes and are …

Issues in complex event processing: Status and prospects in the big data era

I Flouris, N Giatrakos, A Deligiannakis… - Journal of Systems and …, 2017 - Elsevier
Abstract Many Big Data technologies were built to enable the processing of human
generated data, setting aside the enormous amount of data generated from Machine-to …

[PDF][PDF] Window-aware load shedding for aggregation queries over data streams

N Tatbul, S Zdonik - VLDB, 2006 - people.csail.mit.edu
Data stream management systems may be subject to higher input rates than their resources
can handle. When overloaded, the system must shed load in order to maintain low-latency …

[BOOK][B] Stream data processing: a quality of service perspective: modeling, scheduling, load shedding, and complex event processing

S Chakravarthy, Q Jiang - 2009 - books.google.com
In recent years, a new class of applications has come to the forefront {p-marily due to the
advancement in our ability to collect data from multitudes of devices, and process them e …

Forward decay: A practical time decay model for streaming systems

G Cormode, V Shkapenyuk… - 2009 IEEE 25th …, 2009 - ieeexplore.ieee.org
Temporal data analysis in data warehouses and datastreaming systems often uses time
decay to reduce the importance of older tuples, without eliminating their influence, on the …

A proposed approach for modelling health‐care systems for understanding

T Eldabi, Z Irani, RJ Paul - Journal of Management in Medicine, 2002 - emerald.com
Discrete event simulation (DES) application is not as widely perceived as being useful for
problem solving in the health‐care arena as in other application areas. Suggests that this …

Deployment strategies for distributed complex event processing

G Cugola, A Margara - Computing, 2013 - Springer
Several complex event processing (CEP) middleware solutions have been proposed in the
past. They act by processing primitive events generated by sources, extracting new …

EventJava: An extension of Java for event correlation

P Eugster, KR Jayaram - European Conference on Object-Oriented …, 2009 - Springer
Event correlation has become the cornerstone of many reactive applications, particularly in
distributed systems. However, support for programming with complex events is still rather …

ContTune: Continuous Tuning by Conservative Bayesian Optimization for Distributed Stream Data Processing Systems

J Lian, X Zhang, Y Shao, Z Pu, Q **ang, Y Li… - arxiv preprint arxiv …, 2023 - arxiv.org
The past decade has seen rapid growth of distributed stream data processing systems.
Under these systems, a stream application is realized as a Directed Acyclic Graph (DAG) of …