S4: Distributed stream computing platform

L Neumeyer, B Robbins, A Nair… - 2010 IEEE International …, 2010 - ieeexplore.ieee.org
… Our goal is to design a flexible stream computing platform which consumes such a stream,
computes intermediate values, and possibly emits other streams in a distributed computing

Big data stream computing: technologies and instances

孙大为, 张广艳, 郑纬民 - Journal of Software, 2014 - jos.org.cn
… : Batch computing and stream computing are two important forms of big data computing. …
Firstly, the research gives a brief summary of three application scenarios of stream computing in …

Brook for GPUs: stream computing on graphics hardware

I Buck, T Foley, D Horn, J Sugerman… - ACM transactions on …, 2004 - dl.acm.org
… are critical to stream computing, the number of kernel outputs and stream dimensions and
size… Secondly, stream computing on GPUs will benefit greatly from the recent addition of vertex …

Key Technologies for Big Data Stream Computing.

D Sun, G Zhang, W Zheng, K Li - 2015 - api.taylorfrancis.com
computing, real-time stream computing is gaining signi cant attention in the Big Data era. In
theory, stream computing … However, in most existing stream computing environments, how to …

Re-Stream: Real-time and energy-efficient resource scheduling in big data stream computing environments

D Sun, G Zhang, S Yang, W Zheng, SU Khan, K Li - Information Sciences, 2015 - Elsevier
… Big data stream computing relies on programs that compute continuous data streams.
Providing fast big data processing with large-scale parallel architectures, stream computing is …

Big data stream computing in healthcare real-time analytics

VD Ta, CM Liu, GW Nkabinde - … conference on cloud computing …, 2016 - ieeexplore.ieee.org
… This paper presents big data stream computing in healthcare … , and NoSQL Cassandra for
stream computing, to combine … by providing batch and stream computing, extendable storage …

Stream computing: opportunities and challenges in smart grid

S Joseph, EA Jasmin, S Chandran - Procedia Technology, 2015 - Elsevier
… of stream computing and … stream computing, stream computing architecture and frame works.
A table comparing the features of Data warehouses (DWH), Hadoop and stream computing

Stream bench: Towards benchmarking modern distributed stream computing frameworks

R Lu, G Wu, B Xie, J Hu - … on Utility and Cloud Computing, 2014 - ieeexplore.ieee.org
… many distributed stream computing systems. However, complexity of stream computing and
… This paper takes an early step towards benchmarking modern distributed stream computing

Elastic stream computing with clouds

A Ishii, T Suzumura - … conference on cloud computing, 2011 - ieeexplore.ieee.org
stream processing to a Cloud environment as required in response to the changes of the
data rate in the input data stream. … an IBM System S stream computing system to evaluate the …

Esc: Towards an elastic stream computing platform for the cloud

B Satzger, W Hummer, P Leitner… - … on Cloud Computing, 2011 - ieeexplore.ieee.org
… processing of data streams and events. We present ESC, a new stream computing engine.
It is … This is crucial for stream computing since the amount of data fed into the system is not …