Distributed data stream processing and edge computing: A survey on resource elasticity and future directions

MD de Assuncao, A da Silva Veith, R Buyya - … and Computer Applications, 2018 - Elsevier
… been developed for processing unbounded data streams in a scalable and efficient manner.
edge computing for data stream processing. This paper surveys state of the art on stream

A data stream processing optimisation framework for edge computing applications

G Amarasinghe, MD De Assuncao… - … -Time Distributed …, 2018 - ieeexplore.ieee.org
… data stream processing applications using Cloud and edge resources where certain tasks are
performed at the edge for … Many Distributed Stream Processing frameworks use a dataflow …

Latency-aware strategies for deploying data stream processing applications on large cloud-edge infrastructure

A da Silva Veith, MD de Assuncao… - IEEE transactions on …, 2021 - ieeexplore.ieee.org
… Data Stream Processing (DSP) applications onto cloud-edge infrastructure. The strategies
split an applicationapplications with multiple sources and sinks distributed across cloud and …

ECSNeT++: A simulator for distributed stream processing on edge and cloud environments

G Amarasinghe, MD de Assuncao, A Harwood… - Future Generation …, 2020 - Elsevier
… different aspects of executing applications on edge or cloud … execution of DSP applications
on edge and cloud computing … for executing DSP applications on edge and cloud computing …

Spanedge: Towards unifying stream processing over central and near-the-edge data centers

HP Sajjad, K Danniswara… - … Symposium on Edge …, 2016 - ieeexplore.ieee.org
… In several distributed applications, it is known that placing applications closer to data/users …
approach to distribute stream processing applications across central and near-the-edge data …

Edge-stream: A stream processing approach for distributed applications on a hierarchical edge-computing system

X Wang, Z Zhou, P Han, T Meng… - … Symposium on Edge …, 2020 - ieeexplore.ieee.org
… to process each element in the stream. Such high-level … a new stream processing model,
Edge-Stream, for edge computing … of edge-computing framework based on Edge-Stream model …

An optimal model for optimizing the placement and parallelism of data stream processing applications on cloud-edge computing

FR De Souza, MD de Assunçao… - 2020 IEEE 32nd …, 2020 - ieeexplore.ieee.org
… -distributed resources at the edge of the network act both as data sources and actuators or
consumers of processed data. Streaming all … Recent work has explored edge computing to …

Scalable joint optimization of placement and parallelism of data stream processing applications on cloud-edge infrastructure

FR de Souza, A da Silva Veith… - … , ICSOC 2020, Dubai …, 2020 - Springer
distributed resources at the edge of the network act both as data sources and actuators or
consumers of processed data. Streaming … Internet edges is called as cloud-edge infrastructure. …

Efficient operator placement for distributed data stream processing applications

M Nardelli, V Cardellini, V Grassi… - … Parallel and Distributed …, 2019 - ieeexplore.ieee.org
… Therefore, they are not well suited for the edge/Fog environment we want to consider.
Other proposals lack of flexibility and cannot easily optimize new placement goals (eg, [7], [8]). …

Data-driven stream processing at the edge

EG Renart, J Diaz-Montes… - … on Fog and Edge …, 2017 - ieeexplore.ieee.org
… -based overlay network (SBON) to efficiently place computation across geographically
distributed resources considering knowledge of stream, network, and node conditions, and to …