Predictive Placement

Predictive Placement is a workload placement strategy that belongs to the class of proactive resource allocation methods, distinguished by its use of historical data and machine learning models to forecast future workload demands and optimize the spatial distribution of services at the network edge.

Publications

817

Citations

Authors

Institutions

Publications per year

2017–2026

Parents

Edge Service PlacementWorkload Placement

Publications

Load management in distributed video servers

Nalini Venkatasubramanian, S. Ramanathan · 2002 · 77 citations

Computing, Computer Science, Computer Systems +17

Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing

Huirong Ma, Zhi Zhou, Xu Chen · IEEE Transactions on Wireless Communications · 2020 · 70 citations

Computing, Computer Systems, Information Technology +14

Towards Edge Slicing: VNF Placement Algorithms for a Dynamic & Realistic Edge Cloud Environment

Abdelquoddouss Laghrissi, Tarik Taleb, Miloud Bagaa et al. · 2017 · 68 citations · Full text

Computing, Computer Systems, Information Technology +17

BEOL stack-aware routability prediction from placement using data mining techniques

Wei-Ting Jonas Chan, Yang Du, Andrew B. Kahng et al. · 2016 · 66 citations

Engineering, Computer Engineering, Computer Science +16

Global Placement with Deep Learning-Enabled Explicit Routability Optimization

Siting Liu, Qi Sun, Peiyu Liao et al. · 2021 · 58 citations

Computing, Computational Engineering, Design Optimization +16

1–5 of 24

Authors

ZZ
Zhi Zhou
Sun Yat-sen University, China
2 publications · 91 citations
2
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XC
Xu Chen
Sun Yat-sen University, China
2 publications · 91 citations
2
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HM
Huirong Ma
Sun Yat-sen University, China
2 publications · 91 citations
2
h-index
YC
Yici Cai
Tsinghua University, China
1 publications · 57 citations
1
h-index
NV
Nalini Venkatasubramanian
University of California, Irvine, United States
1 publications · 77 citations
1
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1–5 of 80

Institutions

1–8 of 33

Venues

2021 IEEE 4th International Conference on Computing, Power and Communication Technologies (GUCON)
Conference · 1 publications · 13 citations
1
h-index
2022 2nd International Conference on Advance Computing and Innovative Technologies in Engineering (ICACITE)
Conference · 1 publications · 18 citations
1
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Procedia Computer Science
1 publications · 14 citations
1
h-index
Journal of Advanced Research in Fluid Mechanics and Thermal Sciences
1 publications · 44 citations
1
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Symmetry
1 publications · 36 citations
1
h-index

1–5