Tootfinder

NVMe RAID controllers… I'm skeptical
The selling points here appear to be:
- Each device still has its own channel so you're not trying to hang 4 NVMe off one slot
- The processor on the card can still do the parity
Personally I'm not that interested in parity RAID on NVMe. Either it's mirrors or I'm wanting to use something more advanced like ZFS or Ceph or whatever which pretty much requires JBOD.
Personally I'm more concerned about havin…

#MeinRadUrlaub2025 endet heute. Rückfahrt mit dem IC von #Zürich nach Stuttgart. Danke an alle die meine Reisebegleiter:innen waren, mit Likes, Boosts oder sogar hilfreichen Tipps. Und alle still Mitlesenden. Auch das ist völlig ok.
Ein paar Bilder hab ich noch für euch.

Inductive Learning for Possibilistic Logic Programs Under Stable Models
Hongbo Hu, Yisong Wang, Yi Huang, Kewen Wang
https://arxiv.org/abs/2510.07069 https://

Inductive Learning for Possibilistic Logic Programs Under Stable Models
Possibilistic logic programs (poss-programs) under stable models are a major variant of answer set programming (ASP). While its semantics (possibilistic stable models) and properties have been well investigated, the problem of inductive reasoning has not been investigated yet. This paper presents an approach to extracting poss-programs from a background program and examples (parts of intended possibilistic stable models). To this end, the notion of induction tasks is first formally defined, its…

Regular reminder that SVG can include javascript. (Not SVG Tiny, though.)
https://arstechnica.com/security/2025/08/adult-sites-use-malicious-svg-files-to-rack-up-likes-on-facebook/

Adult sites are stashing exploit code inside racy .svg files
Running JavaScript from inside an image? What could possibly go wrong?

Bodega: Serving Linearizable Reads Locally from Anywhere at Anytime via Roster Leases
Guanzhou Hu, Andrea Arpaci-Dusseau, Remzi Arpaci-Dusseau
https://arxiv.org/abs/2509.07158 h…

Bodega: Serving Linearizable Reads Locally from Anywhere at Anytime via Roster Leases
We present Bodega, the first consensus protocol that serves linearizable reads locally from any desired node, regardless of interfering writes. Bodega achieves this via a novel roster leases algorithm that safeguards the roster, a new notion of cluster metadata. The roster is a generalization of leadership; it tracks arbitrary subsets of replicas as responder nodes for local reads. A consistent agreement on the roster is established through roster leases, an all-to-all leasing mechanism that ge…

BioLite U-Net: Edge-Deployable Semantic Segmentation for In Situ Bioprinting Monitoring
Usman Haider, Lukasz Szemet, Daniel Kelly, Vasileios Sergis, Andrew C. Daly, Karl Mason
https://arxiv.org/abs/2509.06690

BioLite U-Net: Edge-Deployable Semantic Segmentation for In Situ Bioprinting Monitoring
Bioprinting is a rapidly advancing field that offers a transformative approach to fabricating tissue and organ models through the precise deposition of cell-laden bioinks. Ensuring the fidelity and consistency of printed structures in real-time remains a core challenge, particularly under constraints imposed by limited imaging data and resource-constrained embedded hardware. Semantic segmentation of the extrusion process, differentiating between nozzle, extruded bioink, and surrounding backgrou…

Circle the Continental Divide, Wyoming

The drive: On the 480-mile loop, join the club of adventurers who have crossed the Continental Divide not once but twice
— at the scenic Togwotee Pass and the point between Grand Teton and Yellowstone national parks.
After traversing the natural landmark,
you still have hundreds of miles to explore.
On the Wind River Indian Reservation, cue up the TravelStorys audio tour
and spend a night in a furnished tepee owned and o…

8 scenic road trips to explore America this summer
Volcanoes, lakes and oceans await for those willing to take a scenic U.S. road trip.

Für den Publikumspreis des #GrimmeOnlineAward2025 könnt ihr mit bis zu drei Stimmen für sehr viele sehr tolle Projekte abstimmen. Darunter ist #Mastodon stellvertretend für das Fediverse, der #RealOMat

Dear All Platforms: Please let us turn off notifications for “likes” - not worth the noise and clutter. All I want are notifications about comments. I’m looking at you Threads, Facebook, Glass, Foto, BlueSky, Substack…

Graph Unlearning: Efficient Node Removal in Graph Neural Networks
Faqian Guan, Tianqing Zhu, Zhoutian Wang, Wei Ren, Wanlei Zhou
https://arxiv.org/abs/2509.04785 https://…

Graph Unlearning: Efficient Node Removal in Graph Neural Networks
With increasing concerns about privacy attacks and potential sensitive information leakage, researchers have actively explored methods to efficiently remove sensitive training data and reduce privacy risks in graph neural network (GNN) models. Node unlearning has emerged as a promising technique for protecting the privacy of sensitive nodes by efficiently removing specific training node information from GNN models. However, existing node unlearning methods either impose restrictions on the GNN …