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Distributed Persistence Domain for Persistent Memory Pooling

arXiv:2606.07159v1 Announce Type: new Abstract: Compute Express Link (CXL) enables memory pooling over disaggregated memory, offering the potential to improve resource utilization in persistent memory systems. However, integrating persistence semantics into CXL-based memory pooling introduces substantial latency, which limits system scalability. This overhead arises because persist operations must traverse the entire CXL fabric, including switches, links, and protocol layers, before reaching...

arXiv CS 2d ago

AXLE: Coordinated Offloading with Asynchronous Back-Streaming in Computational Memory Systems

arXiv:2512.04449v2 Announce Type: replace Abstract: CXL-based Computational Memory (CCM) enables near-memory processing within expanded remote memory, offering opportunities to address data movement costs in disaggregated memory systems and to accelerate overall performance. However, existing offloading mechanisms do not fully leverage the trade-offs of different offload models based on different CXL protocols. This work first examines these tradeoffs and their impact on end-to-end...

arXiv CS 8d ago

Visual AI tracks nearly 100 wildlife species to improve conservation

Visual AI tracks nearly 100 wildlife species to improve conservation Gaby Clark Scientific Editor Robert Egan Associate Editor Wildlife research projects worldwide could benefit from a new AI system which can automatically find, name, and follow individual animals in footage. A University of Bristol team working on Animal Biometrics and AI for Conservation have been key contributors to the SA-FARI (Segment Anything in Footage of Animals for Recognition and Identification) project, developed...

Phys.org 4d ago

If cores are what agents crave, Intel's new Clearwater Xeon 6+ might just quench their thirst

Intel’s Clearwater Forest Xeons were originally designed to power telco networks, SaaS apps, and other high-volume web-scale workloads. But by a stroke of luck, the x86 giant may have also built an agentic AI beast. AI model training, inference, and the GPUs that power them have dominated the discourse for the past few years, but with the rise of agentic harnesses like OpenClaw, CPUs are back in the limelight.

The Register 9d ago