• *Search*: Optimization Algorithms for distributed machine learning

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201

Enhancing Privacy and Efficiency Techniques in Federated Learning Systems: Applications in Healthcare, Finance, and Smart Devices.
Shukla, Ravi Shankar
Journal of Information Technology Management (JITM). 2025 Special Issue, Vol. 17, p45-62. 18p.

INFORMATION sharing SCALABILITY MACHINE learning FEDERATED learning OPTIMIZATION algorithms
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202

Enhancing IoT Security: An Optimization Algorithm for Fog Layer-Based DDoS Attack Mitigation Framework.
Manaa, Mehdi Ebady ; Abd Al-Razaq, Fryal Jassim ; Al-Khamees, Hussein A. A.
Iraqi Journal of Science. 2025, Vol. 66 Issue 2, p765-787. 23p.

MACHINE learning DENIAL of service attack... OPTIMIZATION algorithms PARTICLE swarm optimizat... SUPPORT vector machines
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204

Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction.
Boyue Li ; Shicong Cen ; Yuxin Chen ; et al.
Journal of Machine Learning Research. 2020, Vol. 21 Issue 146-188, p1-51. 51p.

VARIANCES MATHEMATICAL optimizatio... DISTRIBUTED algorithms LOCAL mass media MACHINE learning
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205

FedCVG: a two-stage robust federated learning optimization algorithm.
Zhang, Runze ; Zhang, Yang ; Zhao, Yating ; et al.
Scientific Reports. 5/26/2025, Vol. 15 Issue 1, p1-13. 13p.

FEDERATED learning MACHINE learning OPTIMIZATION algorithms DATA privacy POISONING
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206

Communication-Efficient Adam-Type Algorithms for Distributed Data Mining
Xian, Wenhan ; Huang, Feihu ; Huang, Heng
2022 IEEE International Conference on Data Mining (ICDM). :1245-1250

FOS: Computer and inform... Computer Science - Machi... Computer Science - Distr... 0202 electrical engineer... Distributed, Parallel, a... 02 engineering and techn... …
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207

Machine Learning-Based Attack Detection for the Internet of Things.
Bikila, Dawit Dejene ; Čapek, Jan
Future Generation Computer Systems. May2025, Vol. 166, pN.PAG-N.PAG. 1p.

GREY Wolf Optimizer algo... OPTIMIZATION algorithms FEATURE extraction DEEP learning AUTOENCODERS INTRUSION detection syst...
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208

Jet mixing optimization using a flexible nozzle, distributed actuators, and machine learning.
Jiang, Zhutao ; Cornejo Maceda, Guy Y. ; Li, Yiqing ; et al.
Physics of Fluids. Sep2024, Vol. 36 Issue 9, p1-19. 19p.

JET nozzles JETS (Fluid dynamics) MACHINE learning OPTIMIZATION algorithms NOZZLES
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209

Distributed Training with Heterogeneous Data: Bridging Median- and Mean-Based Algorithms
Chen, Xiangyi ; Chen, Tiancong ; Sun, Haoran ; et al.

FOS: Computer and inform... Computer Science - Machi... Machine Learning (stat.M... 02 engineering and techn... 01 natural sciences Machine Learning (cs.LG) …
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210

Experimental investigation and machine learning applications of a quasi-two-stage single screw expander integrated into an Organic Rankine Cycle.
Wang, Hai-Xiao ; Lei, Biao ; Wu, Yu-Ting ; et al.
Applied Thermal Engineering. Jun2025, Vol. 268, pN.PAG-N.PAG. 1p.

OPTIMIZATION algorithms RANKINE cycle PARTICLE swarm optimizat... MECHANICAL energy WORKING fluids
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211

An Efficient Mutual Authentication and Fractional Lyrebird Optimization With Deep Learning–Based SIP‐Based DRDoS Attack Detection.
Sreenivasulu, V. ; Ravikumar, C. V. ; Poruran, Sivakumar
International Journal of Distributed Sensor Networks. 8/7/2025, Vol. 2025, p1-24. 24p.

DEEP learning DENIAL of service attack... INTRUSION detection syst... SECURITY management ELECTRONIC authenticatio... OPTIMIZATION algorithms …
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213

An improved pathfinder algorithm using opposition-based learning for tasks scheduling in cloud environment.
Talha, Adnane ; Bouayad, Anas ; Malki, Mohammed Ouçamah Cherkaoui
Journal of Computational Science. Oct2022, Vol. 64, pN.PAG-N.PAG. 1p.

High performance computi... Algorithms Distributed computing Scheduling RSA algorithm Machine learning …
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214

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215

Federated Optimization Under Intermittent Client Availability.
Yan, Yikai ; Niu, Chaoyue ; Ding, Yucheng ; et al.
INFORMS Journal on Computing. Jan/Feb2024, Vol. 36 Issue 1, p185-202. 18p.

DATA libraries FEDERATED learning MOBILE learning OPTIMIZATION algorithms SOURCE code MACHINE learning …
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216

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217

Day-Ahead Economic Dispatch Strategy for Distribution Networks with Multi-Class Distributed Resources Based on Improved MAPPO Algorithm.
Zuo, Juan ; Ai, Qian ; Wang, Wenbo ; et al.
Mathematics (2227-7390). Dec2024, Vol. 12 Issue 24, p3993. 25p.

ELECTRIC power distribut... MACHINE learning ENERGY development OPTIMIZATION algorithms DATA analytics REINFORCEMENT learning …
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218

DISTRIBUTED EVOLUTIONARY POLICY OPTIMIZATION FOR EFFICIENT TRAINING OF MULTI-AGENT REASONING MODELS.
Rajavel, A.
ICTACT Journal on Soft Computing. Jul2025, Vol. 16 Issue 2, p3893-3898. 6p.

Machine learning Reinforcement learning Evolutionary algorithms Blended learning Marl
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220

A survey of optimization algorithms for differential privacy in Federated Learning.
Shan, Fangfang ; Liu, Yuhang ; Fan, Lulu ; et al.
Journal of Systems Architecture. Nov2025, Vol. 168, pN.PAG-N.PAG. 1p.

FEDERATED learning OPTIMIZATION algorithms PRIVACY DATA privacy COMPUTER performance
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