Windows 11's next big priority: Making 8GB PCs less painful to use.

Authors: HACHMAN, MARK (AUTHOR)

Source: PCWorld. Sep2026, Vol. 44 Issue 9, p7-9. 3p. 2 Color Photographs.

Subject Terms: *Computer software development, *Human-computer interaction, *Personal computers, Computer memory management, User experience

Company/Entity: Microsoft Corp. 081466849 MSFT

Reviews & Products: Microsoft Windows (Operating system)

Before you buy a Steam Machine, you need to know about its RAM issue.

Authors: CRIDER, MICHAEL (AUTHOR)

Source: PCWorld. Aug2026, Vol. 44 Issue 8, p16-18. 3p. 3 Color Photographs.

Subject Terms: *Random access memory, Computer memory management, Video game consoles

UPGRADE YOUR PC FOR FREE!

Authors: Irvine, Robert (AUTHOR)

Source: Computer Act!ve. 5/6/2026, Issue 735, p50-57. 7p. 17 Color Photographs.

Subject Terms: *Personal computer performance, *Application software, Computer memory management, Cooling systems

Adaptive spherical-harmonic allocation and saliency pruning for memory-efficient 3D Gaussian splatting.

Authors: Che, Xiaofeng¹ (AUTHOR) binarystar671@foxmail.com, Wang, Chen¹ (AUTHOR) cwang@cdut.edu.cn, Yao, Guangle¹ (AUTHOR) yaoguangle19@cdut.edu.cn, Zhou, Haoran² (AUTHOR) hr@sensing-sz.com, Ye, Shaoze² (AUTHOR) 372767021@qq.com, Liu, Xulong³ (AUTHOR) liu.xulong@jingtian.com

Source: Visual Computer. Sep2026, Vol. 42 Issue 12, p1-19. 19p.

Subject Terms: *Spherical harmonics, *Computer memory management, *Image quality in imaging systems

University of Washington Web-Based Simulators for Visualizing Cache and Virtual Memory Concepts

Authors: Hsia, Justin

Source: Proceedings of the 57th ACM Technical Symposium on Computer Science Education V.1. :484-490

Availability: http://dl.acm.org/doi/10.1145/3770762.3772588

Memory hierarchy in AI systems: dual contexts, estimation modelling, and optimisation strategies.

Authors: Brahma, Manmohan¹ manmohan.brahma@gmail.com, Patra, G. K.^1,2

Source: Current Science (00113891). 7/10/2026, Vol. 131 Issue 1, p64-76. 13p.

Subject Terms: *Computer memory management, *Estimation theory, *Artificial intelligence, *Systems design

NeutronJittor: Efficient CPU-GPU memory management for GNN training with Jittor.

Authors: Lu, Shizhan¹, Fu, Zhenbo¹, Wang, Qiange¹, Zhang, Yanfeng¹ zhangyf@mail.neu.edu.cn, Xu, Yuehao¹, Ai, Xin¹, Wei, Zhewei², Yu, Ge¹

Source: Fundamental Research. Jul2026, Vol. 6 Issue 4, p2602-2611. 10p.

Subject Terms: *Graph neural networks, *Computer memory management, *Heterogeneous computing, *Machine learning, *Process optimization, *Graphics processing units

MemOpt: a memory optimization method for deep learning model training based on dual intelligent reinforcement learning.

Authors: Zeng, Yan¹ (AUTHOR), Jiang, Changhui¹ (AUTHOR), Huang, Chengchuang¹ (AUTHOR), Zhu, Ying¹ (AUTHOR), Lu, Xiaofei² (AUTHOR), Yuan, Junfeng³ (AUTHOR), Zhang, Jilin³ (AUTHOR)

Source: Computer Journal. Jul2026, Vol. 69 Issue 7, p1109-1121. 13p.

Subject Terms: *Computer memory management, *Reinforcement learning, *Deep learning, *Artificial neural networks

DB-LIO: Database-Driven LiDAR–Inertial Odometry for Memory-Bounded Persistent Mapping.

Authors: Kim, Hun-Hee^1,2 (AUTHOR), Kang, Ho-Hyun^1,2 (AUTHOR), Noh, Dong-Hee¹ (AUTHOR), Lee, Hea-Min^1,2 (AUTHOR) lee10849@keti.re.kr

Source: Sensors (14248220). May2026, Vol. 26 Issue 10, p3061. 29p.

Subject Terms: *SLAM (Robotics), *Computer memory management, *Optimization algorithms, *Data management

Cache Coherency and NUMA Balancing Performance Pathologies in AMD SEV-SNP Confidential Virtual Machines: A Real-World Kernel-Level Case Study.

Authors: Kalra, Ashish

Source: Journal of Computational Analysis & Applications. 2026, Vol. 35 Issue 5, p245-256. 12p.

Subject Terms: *Computer memory management, *Virtual machine systems, *Computer architecture, *Data encryption, *Kernel operating systems

Memory Optimization of a Quantum-Inspired Processor for High-Speed Computation.

Authors: U, Moulisvaran¹ (AUTHOR), KP, Pramoth¹ (AUTHOR), Naveencharan, Rithika¹ (AUTHOR), Christabel Pravin, Sheena¹ (AUTHOR), Monica P, Reena¹ (AUTHOR) reenamonica@vit.ac.in

Source: EPJ Web of Conferences. 3/23/2026, Vol. 360, p1-13. 13p.

Subject Terms: *Computer memory management, *Data compression, *High performance computing, *Quantum superposition, *Instruction set architecture, *SIMD (Computer architecture), *Quantum computing

12 tweaks to make your Windows PC lean, mean, and fast.

Authors: JOOS, THOMAS (AUTHOR)

Source: PCWorld. Nov2025, Vol. 43 Issue 11, p91-96. 6p. 2 Color Photographs, 4 Diagrams.

Subject Terms: *Mathematical optimization, Computer memory management, Storage, Cache memory, Data compression

Reviews & Products: Microsoft Windows (Operating system)

PyAO: PyTorch-Based Memory-Efficient LLM Training on Ethernet-Interconnected Clusters.

Authors: Kim, Daemin¹ (AUTHOR), Kim, Hyorim¹ (AUTHOR), Ahn, Juncheol¹ (AUTHOR), Park, Sejin¹ (AUTHOR) baksejin@kmu.ac.kr

Source: Sensors (14248220). Apr2026, Vol. 26 Issue 7, p2269. 21p.

Subject Terms: *Computer memory management, *Computer workstation clusters, *Language models

Enhanced Facial Realism in Personalized Diffusion Models: A Memory-Optimized DreamBooth Implementation for Consumer Hardware.

Authors: Gupta, Sandeep¹ (AUTHOR), Ray, Kanad^2,3 (AUTHOR) kray@jpr.amity.edu, Kaiser, Shamim^3,4 (AUTHOR), Hossain, Sazzad^4,5 (AUTHOR), Faubert, Jocelyn^5,6 (AUTHOR)

Source: Algorithms. Apr2026, Vol. 19 Issue 4, p257. 20p.

Subject Terms: *Computer memory management, *Hardware, *Total quality management, *Probabilistic generative models

Resource-Aware Deep Learning Deployment for IoT–Fog Environments: A Novel BSIR and RAG-Enhanced Approach.

Authors: Atlam, Mostafa¹ (AUTHOR) mostafa.atlam@el-eng.menofia.edu.eg, Attiya, Gamal^1,2 (AUTHOR), Elrashidy, Mohamed^1,2 (AUTHOR)

Source: AI. Feb2026, Vol. 7 Issue 2, p44. 20p.

Subject Terms: *Optimization algorithms, *Computer memory management, *Mathematical optimization, *Internet of things, *Edge computing, *Deep learning

Covert Communication via Action-Dependent States

Authors: ZivariFard, H., Wang, X.

Source: IEEE Transactions on Information Theory IEEE Trans. Inform. Theory Information Theory, IEEE Transactions on. 71(4):3100-3128 Apr, 2025

Control-oriented Run-time Computer Memory Modeling and Energy Management

Authors: Yilmaz, Muhittin, Yilmazer, Nuri

Source: 2025 IEEE Green Technologies Conference (GreenTech) Green Technologies Conference (GreenTech), 2025 IEEE. :11-15 Mar, 2025

Relation: 2025 IEEE Green Technologies Conference (GreenTech)

VMOC: MLIR-based memory optimization for CNN deployment on vector accelerators.

Authors: Chen, Xiaorong¹ (AUTHOR) chenxiaorong23@nudt.edu.cn, Liu, Zhong¹ (AUTHOR) zhongliu@nudt.edu.cn

Source: Journal of Systems Architecture. Oct2026, Vol. 179, pN.PAG-N.PAG. 1p.

Subject Terms: Computer memory management, Code generators

DTM: Memory state-aware dynamic tiering for cloud virtual machine with CXL-enabled tiered memory.

Authors: Liu, Rongkai¹ (AUTHOR) liurk1@chinatelecom.cn, Peng, Jing² (AUTHOR) pengjing.bj@chinatelecom.cn, Gao, Xiang¹ (AUTHOR) gaox15@chinatelecom.cn, Lin, Xiancheng¹ (AUTHOR) linxc4@chinatelecom.cn, Zhu, Yuanrui¹ (AUTHOR) zhuyr1@chinatelecom.cn, Wu, Yuting¹ (AUTHOR) wuyt6@chinatelecom.cn, Lu, Gang¹ (AUTHOR) lugang@chinatelecom.cn

Source: Future Generation Computer Systems. Oct2026, Vol. 183, pN.PAG-N.PAG. 1p.

Subject Terms: *Virtual machine systems, *Mathematical optimization, Computer memory management

Parallelized Memory Oriented Manual Tiling-based Energy-Efficient Non-Neural Face Recognition Algorithm on GAP8.

Authors: Nagar, Mitul Sudhirkumar^1,2 (AUTHOR) mitul.nagar.08ec@gmail.com, Engineer, Pinalkumar¹ (AUTHOR)

Source: Journal of Systems Architecture. Sep2026, Vol. 178, pN.PAG-N.PAG. 1p.

Subject Terms: Human facial recognition software, Computer memory management, Power aware computing, Edge computing, Computer workstation clusters