A comparative analysis of big data frameworks: An adoption perspective

M Khalid, MM Yousaf - Applied Sciences, 2021 - mdpi.com
The emergence of social media, the worldwide web, electronic transactions, and next-
generation sequencing not only opens new horizons of opportunities but also leads to the …

Efficient operator placement for distributed data stream processing applications

M Nardelli, V Cardellini, V Grassi… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
In the last few years, a large number of real-time analytics applications rely on the Data
Stream Processing (DSP) so to extract, in a timely manner, valuable information from …

Relationship between extra connectivity and component connectivity in networks

X Li, CK Lin, J Fan, X Jia, B Cheng… - The Computer …, 2021 - academic.oup.com
Connectivity is a classic measure for reliability of a multiprocessor system in the case of
processor failures. Extra connectivity and component connectivity are two important …

Relating extra connectivity and extra conditional diagnosability in regular networks

L Lin, L Xu, R Chen, SY Hsieh… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
The h-extra node-connectivity of a graph G is the size of a minimal node-set, whose removal
will disconnect G, but each remaining component has no fewer h+ 1 nodes. Based on h …

The Relationship Between -Restricted Connectivity and -Good-Neighbor Fault Diagnosability of General Regular Networks

L Lin, SY Hsieh, R Chen, L Xu… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The g-restricted connectivity (g-RC) is the minimum vertex-set size of a network, whose
deletion disconnects the network such that each remaining vertex has at least g neighbors in …

Performance-oriented deployment of streaming applications on cloud

X Liu, R Buyya - IEEE Transactions on Big Data, 2017 - ieeexplore.ieee.org
Performance of streaming applications are significantly impacted by the deployment
decisions made at infrastructure level, ie, number and configuration of resources allocated …

[HTML][HTML] The relationship between extra connectivity and conditional diagnosability of regular graphs under the PMC model

L Lin, SY Hsieh, L Xu, S Zhou, R Chen - Journal of Computer and System …, 2018 - Elsevier
Reliability evaluation of interconnection network is important to the design and maintenance
of multiprocessor systems. Extra connectivity and conditional diagnosability are two crucial …

LPG-model: A novel model for throughput prediction in stream processing, using a light gradient boosting machine, incremental principal component analysis, and …

Z Chu, J Yu, A Hamdulla - Information Sciences, 2020 - Elsevier
In recent years, the volume and velocity of streaming data have been increasing rapidly.
Thus, real-time processing scenarios for streaming data have continued to increase. Stream …

Maximum sustainable throughput prediction for data stream processing over public clouds

S Imai, S Patterson, CA Varela - 2017 17th IEEE/ACM …, 2017 - ieeexplore.ieee.org
In cloud-based stream processing services, the maximum sustainable throughput (MST) is
defined as the maximum throughput that a system composed of a fixed number of virtual …

Job scheduler for streaming applications in heterogeneous distributed processing systems

A Al-Sinayyid, M Zhu - The Journal of Supercomputing, 2020 - Springer
In this study, we investigated the problem of scheduling streaming applications on a
heterogeneous cluster environment and, based on our previous work, developed the …