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Context and auto-interaction are all you need: Towards context embedding based QoS prediction via automatic feature interaction for high quality cloud API delivery
期刊论文
Future Generation Computer Systems, 2021, 卷号: 128, 期号: 2022, 页码: 265-281
作者:
Zhen Chen
;
Maosheng Pan
;
Pengfei He
;
Wenchao Qi
;
Linlin Liu
收藏
  |  
浏览/下载:40/0
  |  
提交时间:2021/11/17
Cloud Api
Qos Prediction
Contextual Information
Automatic Feature Interaction
COMTOP: Protein Residue-Residue Contact Prediction through Mixed Integer Linear Optimization
期刊论文
MEMBRANES, 2021, 卷号: 11, 期号: 7, 页码: 21
作者:
Reza, Md Selim
;
Zhang, Huiling
;
Hossain, Md Tofazzal
;
Jin, Langxi
;
Feng, Shengzhong
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2021/12/01
protein residue-residue contact
contact prediction
mixed integer linear programming
machine learning
protein sequence
Fast Stochastic Ordinal Embedding With Variance Reduction and Adaptive Step Size
期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2021, 卷号: 33, 期号: 6, 页码: 2467-2478
作者:
Ma, Ke
;
Zeng, Jinshan
;
Xiong, Jiechao
;
Xu, Qianqian
;
Cao, Xiaochun
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2021/12/01
Ordinal embedding
SVRG
non-convex optimization
barzilai-borwein (BB) step size
QoS-oriented joint optimization of concurrent scheduling and power control in millimeter wave mesh backhaul network
期刊论文
Journal of Network and Computer Applications, 2021, 卷号: 174
作者:
Ma, Zhongyu
;
Cao, Jie
;
Guo, Qun
;
Li, Xiangwei
;
Ma, Hongfeng
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  |  
浏览/下载:8/0
  |  
提交时间:2020/12/18
5G mobile communication systems
Concurrency control
Energy efficiency
Energy utilization
Flow graphs
Graph algorithms
Integer programming
Mesh generation
Millimeter waves
Nonlinear programming
NP-hard
Polynomial approximation
SchedulingExtensive simulations
Formulated problems
Joint optimization
Maximum independent sets
Mixed integer non-linear programming problems
Potential technologies
Suboptimal solution
Transmission power
Joint Task Offloading and Resource Allocation for Multi-Task Multi-Server NOMA-MEC Networks
期刊论文
IEEE Access, 2021, 卷号: 9, 页码: 16152-16163
作者:
Xue, Jianbin
;
An, Yaning
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2021/03/02
Convex optimization
Energy utilization
Integer programming
Internet of things
Lagrange multipliers
Nonlinear programming
Resource allocation
Communication resource allocation
Convex optimization problems
Internet of Things (IOT)
Lagrangian multiplier methods
Mixed integer non-linear programming problems
Resource allocation problem
Spectrum utilization efficiency
Transmission power allocation
Joint caching and computing resource allocation for task offloading in vehicular networks
期刊论文
IET COMMUNICATIONS, 2020, 卷号: 14, 期号: 21, 页码: 3820-3827
作者:
Wang, Zhi
;
Hou, Ronghui
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  |  
浏览/下载:49/0
  |  
提交时间:2021/12/01
cellular radio
cloud computing
optimisation
resource allocation
cache storage
linear programming
mobile computing
nonlinear programming
integer programming
joint caching
computing resource
future vehicular networks
computation intensive
efficient content caching strategy
computation resource allocation strategy
mobile edge computing servers
MEC
caching content
maximising caching performance
caching capacity
balanced caching strategy
efficient caching strategy
Fault estimation for continuous-time non-linear switched systems with time-varying delay based on intermediate estimator
期刊论文
IET CONTROL THEORY AND APPLICATIONS, 2020, 卷号: 14, 期号: 19, 页码: 3020-3028
作者:
Wang, Yuenan
;
Zhu, Yanzheng
;
Ji, Wenchengyu
;
Jiang, Yulian
;
Wang, Shenquan
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  |  
浏览/下载:25/0
  |  
提交时间:2021/05/06
time-varying systems
asymptotic stability
linear systems
Lyapunov methods
delays
convex programming
linear matrix inequalities
observers
discrete time systems
continuous-time nonlinear switched systems
time-varying delay
intermediate estimator
fault estimation problem
fading channel
time switching
intermediate variable
observer matching conditions
tighter estimation
linear matrix inequality problem
Computer-aided blended extractant design and screening for co-extracting phenolic, polycyclic aromatic hydrocarbons and nitrogen heterocyclic compounds pollutants from coal chemical wastewater
期刊论文
JOURNAL OF CLEANER PRODUCTION, 2020, 卷号: 277, 页码: 13
作者:
Xu, Ran
;
Zhao, Yue-Hong
;
Han, Qing-Zhen
;
Ning, Peng-Ge
;
Cao, Hong-Bin
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2021/03/29
Computer aided molecular design
Blended extractant
Co-extraction
Coal chemical wastewater
Design and screen
An Optimized Design Approach for 14 T Actively Shielded MRI Magnets
期刊论文
IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY, 2020, 卷号: 30
作者:
Wu, Kaihong
;
Wu, Junrong
;
Wu, Yu
;
Shi, Yi
;
Xu, Aihua
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/03/15
Magnet resonance imaging (MRI)
magnet design
linear programming
non-linear programming
spherical harmonics elimination
Non-Negativity Constrained Missing Data Estimation for High-Dimensional and Sparse Matrices from Industrial Applications
期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2020, 卷号: 50, 期号: 5, 页码: 1844-1855
作者:
Luo, Xin
;
Zhou, MengChu
;
Li, Shuai
;
Hu, Lun
;
Shang, Mingsheng
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2020/08/24
Computational modeling
Data models
Sparse matrices
Linear programming
Training
Convergence
Analytical models
Alternating-direction-method of multipliers
high-dimensional and sparse matrix
industrial application
non-negative latent factor analysis
recommender system
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