Tootfinder

Apple needs to do more to enable interoperability with their products. I stand with @… @… in this effort: https://fsfe.org/news/2025/news-20251021-01.en.html

Got that adversarial interoperability you asked for
https://www.theverge.com/news/825228/iphone-airdrop-android-quick-share-pixel-10

Google cracked Apple’s AirDrop and is adding it to Pixel phones
Google announced it’s added AirDrop-compatible file sharing that works between Pixel 10 devices and iPhones.

Wishing for a Mastodon plushie this Christmas?🎄
We’re giving away two of the new ones for free to two random people who boost and favorite this post! Winners will be announced on December 25th, just like last year.
If you’d like to support our server and projects like these, donations are always welcome:
✊🎁

Implicit Modeling for 3D-printed Multi-material Computational Object Design via Python
Charles Wade, Devon Beck, Robert MacCurdy
https://arxiv.org/abs/2509.15562 https://…

Implicit Modeling for 3D-printed Multi-material Computational Object Design via Python
This paper introduces open-source contributions designed to accelerate research in volumetric multi-material additive manufacturing and metamaterial design. We present a flexible Python-based API facilitating parametric expression of multi-material gradients, integration with external libraries, multi-material lattice structure design, and interoperability with finite element modeling. Novel implicit multi-material modeling techniques enable detailed spatial grading at multiple scales within la…

Interoperability From OpenTelemetry to Kieker: Demonstrated as Export from the Astronomy Shop
David Georg Reichelt, Shinhyung Yang, Wilhelm Hasselbring
https://arxiv.org/abs/2510.11179

Interoperability From OpenTelemetry to Kieker: Demonstrated as Export from the Astronomy Shop
The observability framework Kieker provides a range of analysis capabilities, but it is currently only able to instrument a smaller selection of languages and technologies, including Java, C, Fortran, and Python. The OpenTelemetry standard aims for providing reference implementations for most programming languages, including C# and JavaScript, that are currently not supported by Kieker. In this work, we describe how to transform OpenTelemetry tracing data into the Kieker framework. Thereby, it …

Google proposes ad tech changes to address a €2.95B EU antitrust fine, including enhancing interoperability across its ad services, but still plans to appeal (Samuel Stolton/Bloomberg)
https://www.bloomberg.com/news/articles/202…

At an undetermined point in the future, the Commission intends to establish requirements that align uni- bidirectional charging capabilities with relevant grid codes and communication protocols, as is already required for charging infrastructure.
https://single-market-economy.ec.e…

« Eavesdropping on Internal Networks via Unencrypted Satellites »
Very good paper and research.
VSAT vendors used to love their walled gardens: pseudo-standard DVB-S2 implementations, broken encryption everywhere, and zero cooperation on security, all to protect their proprietary turf.
The high cost of VSAT-style infrastructure and GEO satellite capacity was another major reason vendors avoided investing in security and interoperability.
Will this change? I…

VeilAudit: Breaking the Deadlock Between Privacy and Accountability Across Blockchains
Minhao Qiao, Iqbal Gondal, Hai Dong
https://arxiv.org/abs/2510.12153 https://

VeilAudit: Breaking the Deadlock Between Privacy and Accountability Across Blockchains
Cross chain interoperability in blockchain systems exposes a fundamental tension between user privacy and regulatory accountability. Existing solutions enforce an all or nothing choice between full anonymity and mandatory identity disclosure, which limits adoption in regulated financial settings. We present VeilAudit, a cross chain auditing framework that introduces Auditor Only Linkability, which allows auditors to link transaction behaviors that originate from the same anonymous entity withou…

from my link log —
Comparing Rust to Carbon.
https://lwn.net/Articles/1036912/
saved 2025-09-29 https://dotat.at/:/E4XQI.html

Communication-Efficient and Interoperable Distributed Learning
Mounssif Krouka, Mehdi Bennis
https://arxiv.org/abs/2509.22823 https://arxiv.org/pdf/2509.22…

Communication-Efficient and Interoperable Distributed Learning
Collaborative learning across heterogeneous model architectures presents significant challenges in ensuring interoperability and preserving privacy. We propose a communication-efficient distributed learning framework that supports model heterogeneity and enables modular composition during inference. To facilitate interoperability, all clients adopt a common fusion-layer output dimension, which permits each model to be partitioned into a personalized base block and a generalized modular block. C…

Co-TAP: Three-Layer Agent Interaction Protocol Technical Report
Shunyu An, Miao Wang, Yongchao Li, Dong Wan, Lina Wang, Ling Qin, Liqin Gao, Congyao Fan, Zhiyong Mao, Jiange Pu, Wenji Xia, Dong Zhao, Rui Hu, Ji Lu, Guiyue Zhou, Baoyu Tang, Yanqin Gao, Yongsheng Du, Daigang Xu, Lingjun Huang, Baoli Wang, Xiwen Zhang, Luyao Wang, Shilong Liu
https://

Co-TAP: Three-Layer Agent Interaction Protocol Technical Report
This paper proposes Co-TAP (T: Triple, A: Agent, P: Protocol), a three-layer agent interaction protocol designed to address the challenges faced by multi-agent systems across the three core dimensions of Interoperability, Interaction and Collaboration, and Knowledge Sharing. We have designed and proposed a layered solution composed of three core protocols: the Human-Agent Interaction Protocol (HAI), the Unified Agent Protocol (UAP), and the Memory-Extraction-Knowledge Protocol (MEK). HAI focuse…

Poseidon: A OneGraph Engine
Brad Bebee, \"Umit V. \c{C}ataly\"urek, Olaf Hartig, Ankesh Khandelwal, Simone Rondelli, Michael Schmidt, Lefteris Sidirourgos, Bryan Thompson
https://arxiv.org/abs/2510.11166

Poseidon: A OneGraph Engine
We present the Poseidon engine behind the Neptune Analytics graph database service. Customers interact with Poseidon using the declarative openCypher query language, which enables requests that seamlessly combine traditional querying paradigms (such as graph pattern matching, variable length paths, aggregation) with algorithm invocations and has been syntactically extended to facilitate OneGraph interoperability, such as the disambiguation between globally unique IRIs (as exposed via RDF) vs. l…

Compilation as Multi-Language Semantics
William J. Bowman
https://arxiv.org/abs/2509.19613 https://arxiv.org/pdf/2509.19613

Compilation as Multi-Language Semantics
Modeling interoperability between programs in different languages is a key problem when modeling verified and secure compilation, which has been successfully addressed using multi-language semantics. Unfortunately, existing models of compilation using multi-language semantics define two variants of each compiler pass: a syntactic translation on open terms to model compilation, and a run-time translation of closed terms at multi-language boundaries to model interoperability. In this talk, I di…

#DMA achievement unlocked: #AirDrop interoperability.
"In some ways, Apple’s journey to Wi-Fi Aware recalls the iPhone’s journey to USB-C: first, Apple developed a proprietary port that achieved some of the same goals as USB-C; Apple then contributed work to what would become the standardiz…

Announcing the #Swift SDK for #Android
https://www.swift.org/blog/nightly-swift-sdk-for-androi…

AWS and Google Cloud announce a jointly built multicloud networking solution and a new open interoperability spec; AWS plans a rollout with Azure later in 2026 (Ryan Christoffel/9to5Mac)
https://9to5mac.com/2025/12/01/amazon-googles-new-interco…

Amazon, Google’s new ‘interconnect’ might prevent major web outages - 9to5Mac
A new collaboration between Amazon and Google might just be the start of putting major web outages in the past.

Intelligent Healthcare Ecosystems: Optimizing the Iron Triangle of Healthcare (Access, Cost, Quality)
Vivek Acharya
https://arxiv.org/abs/2510.03331 https://

Intelligent Healthcare Ecosystems: Optimizing the Iron Triangle of Healthcare (Access, Cost, Quality)
The United States spends nearly 17% of GDP on healthcare yet continues to face uneven access and outcomes. This well-known trade-off among cost, quality, and access - the "iron triangle" - motivates a system-level redesign. This paper proposes an Intelligent Healthcare Ecosystem (iHE): an integrated, data-driven framework that uses generative AI and large language models, federated learning, interoperability standards (FHIR, TEFCA), and digital twins to improve access and quality while lowering…

Replaced article(s) found for cs.MS. https://arxiv.org/list/cs.MS/new
[1/1]:
- Improving Interoperability in Scientific Computing via MaRDI Open Interfaces
Dmitry I. Kabanov, Stephan Rave, Mario Ohlberger

I-ETL: an interoperability-aware health (meta) data pipeline to enable federated analyses
Nelly Barret, Anna Bernasconi, Boris Bikbov, Pietro Pinoli
https://arxiv.org/abs/2509.22351

I-ETL: an interoperability-aware health (meta) data pipeline to enable federated analyses
Clinicians are interested in better understanding complex diseases, such as cancer or rare diseases, so they need to produce and exchange data to mutualize sources and join forces. To do so and ensure privacy, a natural way consists in using a decentralized architecture and Federated Learning algorithms. This ensures that data stays in the organization in which it has been collected, but requires data to be collected in similar settings and similar models. In practice, this is often not the cas…

A TSO-DSO Coordination Framework via Analytical Representation and Monetization of PQV-Based Distribution System Flexibility
Burak Dindar, Can Berk Saner, H\"useyin Kemal \c{C}akmak, Veit Hagenmeyer
https://arxiv.org/abs/2510.01854

A TSO-DSO Coordination Framework via Analytical Representation and Monetization of PQV-Based Distribution System Flexibility
As the role of distribution system (DS) flexibility in transmission system operator (TSO) network management becomes increasingly vital, data privacy concerns hinder seamless interoperability. The notion of the feasible operating region (FOR), defined in the PQ domain, has emerged as a promising privacy-preserving approach. However, effectively leveraging FOR in TSO operations remains challenging due to three key factors: its accurate determination in large-scale, meshed DS networks; its tracta…

MISP core format has been updated with a new field to track first-time publication, and a new IETF Internet-Draft has been published.
This minor, fully backward-compatible addition reinforces the long-term stability and extensibility of the MISP standard format.
#cti #opensource

Mojo: MLIR-Based Performance-Portable HPC Science Kernels on GPUs for the Python Ecosystem
William F. Godoy, Tatiana Melnichenko, Pedro Valero-Lara, Wael Elwasif, Philip Fackler, Rafael Ferreira Da Silva, Keita Teranishi, Jeffrey S. Vetter
https://arxiv.org/abs/2509.21039

Mojo: MLIR-Based Performance-Portable HPC Science Kernels on GPUs for the Python Ecosystem
We explore the performance and portability of the novel Mojo language for scientific computing workloads on GPUs. As the first language based on the LLVM's Multi-Level Intermediate Representation (MLIR) compiler infrastructure, Mojo aims to close performance and productivity gaps by combining Python's interoperability and CUDA-like syntax for compile-time portable GPU programming. We target four scientific workloads: a seven-point stencil (memory-bound), BabelStream (memory-bound), miniBUDE (co…

OntoAligner Meets Knowledge Graph Embedding Aligners
Hamed Babaei Giglou, Jennifer D'Souza, S\"oren Auer, Mahsa Sanaei
https://arxiv.org/abs/2509.26417 https://

OntoAligner Meets Knowledge Graph Embedding Aligners
Ontology Alignment (OA) is essential for enabling semantic interoperability across heterogeneous knowledge systems. While recent advances have focused on large language models (LLMs) for capturing contextual semantics, this work revisits the underexplored potential of Knowledge Graph Embedding (KGE) models, which offer scalable, structure-aware representations well-suited to ontology-based tasks. Despite their effectiveness in link prediction, KGE methods remain underutilized in OA, with most p…

Impact of Environmental Factors on LoRa 2.4 GHz Time of Flight Ranging Outdoors
Yiqing Zhou, Xule Zhou, Zecan Cheng, Chenao Lu, Junhan Chen, Jiahong Pan, Yizhuo Liu, Sihao Li, Kyeong Soo Kim
https://arxiv.org/abs/2509.23125

Impact of Environmental Factors on LoRa 2.4 GHz Time of Flight Ranging Outdoors
In WSN/IoT, node localization is essential to long-running applications for accurate environment monitoring and event detection, often covering a large area in the field. Due to the lower time resolution of typical WSN/IoT platforms (e.g., 1 microsecond on ESP32 platforms) and the jitters in timestamping, packet-level localization techniques cannot provide meter-level resolution. For high-precision localization as well as world-wide interoperability via 2.4-GHz ISM band, a new variant of LoRa, …

Secure Multi-Modal Data Fusion in Federated Digital Health Systems via MCP
Aueaphum Aueawatthanaphisut
https://arxiv.org/abs/2510.01780 https://arxiv.org/p…

Secure Multi-Modal Data Fusion in Federated Digital Health Systems via MCP
Secure and interoperable integration of heterogeneous medical data remains a grand challenge in digital health. Current federated learning (FL) frameworks offer privacy-preserving model training but lack standardized mechanisms to orchestrate multi-modal data fusion across distributed and resource-constrained environments. This study introduces a novel framework that leverages the Model Context Protocol (MCP) as an interoperability layer for secure, cross-agent communication in multi-modal fede…

Let's be honest. I've been a strong supporter of #OpenPGP (or #PGP in general) for a long time. And I still can't think of any real alternative that exists right now. And I kept believing it's not "that hard" — but it doesn't seem like it's getting any easier. The big problem with standards like that are tools.
#WebOfTrust is hard, and impractical for a lot of people. It doesn't really help how many tools implement trust. I mean, I sometimes receive encrypted mail via #EvolutionMail — and Evolution makes it really hard for me to reply encrypted without permanently trusting the sender!
The whole SKS keyserver mess doesn't help PGP at all. Nowadays finding someone's key is often hard. If you're lucky, WKD will work. If you're not, you're up for searching a bunch of keyservers, GitHub, or perhaps random websites. And it definitely doesn't help that some of these may hold expired keys, with people uploading their new key only to a subset of them or forgetting to do it.
On top of that, we have interoperability issues. Definitely doesn't speak well when GnuPG can't import keys from popular keyservers over lack of UIDs. And that's just the tip of the iceberg.
Now with diverging OpenPGP standards around the corner, we're a step ahead from true interoperability problems. Just imagine convincing someone to use OpenPGP, only to tell them afterwards that they've used non-portable tool / settings, and their key doesn't work for you.
That's really not how you advocate for #encryption.

Efficient Decomposition Identification of Deterministic Finite Automata from Examples
Junjie Meng, Jie An, Yong Li, Andrea Turrini, Fanjiang Xu, Naijun Zhan, Miaomiao Zhang
https://arxiv.org/abs/2509.24347

Efficient Decomposition Identification of Deterministic Finite Automata from Examples
The identification of deterministic finite automata (DFAs) from labeled examples is a cornerstone of automata learning, yet traditional methods focus on learning monolithic DFAs, which often yield a large DFA lacking simplicity and interoperability. Recent work addresses these limitations by exploring DFA decomposition identification problems (DFA-DIPs), which model system behavior as intersections of multiple DFAs, offering modularity for complex tasks. However, existing DFA-DIP approaches dep…

Structuring Automotive Data for Systems Engineering: A Taxonomy-Based Approach
Carl Philipp Hohl, Philipp Reis, Tobias Sch\"urmann, Stefan Otten, Eric Sax
https://arxiv.org/abs/2510.00963

Structuring Automotive Data for Systems Engineering: A Taxonomy-Based Approach
Vehicle data is essential for advancing data-driven development throughout the automotive lifecycle, including requirements engineering, design, verification, and validation, and post-deployment optimization. Developers currently collect data in a decentralized and fragmented manner across simulations, test benches, and real-world driving, resulting in data silos, inconsistent formats, and limited interoperability. This leads to redundant efforts, inefficient integration, and suboptimal use of …

Replaced article(s) found for cs.DC. https://arxiv.org/list/cs.DC/new
[1/1]:
- Atomic Smart Contract Interoperability with High Efficiency via Cross-Chain Integrated Execution
Chaoyue Yin, Mingzhe Li, Jin Zhang, You Lin, Qingsong Wei, Siow Mong Rick Goh

A User-to-User Resource Reselling Game in Open RAN with Buffer Rollover
Ruide Cao, Marie Siew, David Yau
https://arxiv.org/abs/2509.19392 https://arxiv.org…

A User-to-User Resource Reselling Game in Open RAN with Buffer Rollover
The development of the Open RAN (O-RAN) framework helps enable network slicing through its virtualization, interoperability, and flexibility. To improve spectral efficiency and better meet users' dynamic and heterogeneous service demands, O-RAN's flexibility further presents an opportunity for resource reselling of unused physical resource blocks (PRBs) across users. In this work, we propose a novel game-based user-to-user PRB reselling model in the O-RAN setting, which models the carryover of …

Propuesta de implementaci\'on de cat\'alogos federados para espacios de datos sobre DataHub
Carlos Aparicio de Santiago, Pablo Vi\~nuales Esquinas, Irene Plaza Ortiz, Andres Munoz-Arcentales, Gabriel Huecas, Joaqu\'in Salvach\'ua, Enrique Barra
https://arxiv.org/abs/2509.17649

Propuesta de implementación de catálogos federados para espacios de datos sobre DataHub
In the digital era, data spaces are emerging as key ecosystems for the secure and controlled exchange of information among participants. To achieve this, components such as metadata catalogs and data space connectors are essential. This document proposes an implementation and integration solution for both elements, considering standardization guidelines for data formats, metadata, and protocols, which ensures interoperability. A hybrid solution is presented: DataHub is used as a federated catal…