Tootfinder

Agentic Services Computing
Shuiguang Deng, Hailiang Zhao, Ziqi Wang, Guanjie Cheng, Peng Chen, Wenzhuo Qian, Zhiwei Ling, Jianwei Yin, Albert Y. Zomaya, Schahram Dustdar
https://arxiv.org/abs/2509.24380

Agentic Services Computing
The rise of LLM-powered agents is driving a fundamental transformation in services computing: from static, request-response functions to dynamic, goal-oriented, and autonomous multi-agent ecosystems. In response to this shift, we introduce Agentic Service Computing (ASC), a new paradigm that reimagines services as intelligent, self-adaptive, and socially embedded entities. This comprehensive survey presents a lifecycle-driven framework for ASC, structured around four core phases: Design, Deploy…

“Many AVs are electric, but the metals and minerals used to build them often come from environmentally harmful mining operations that damage communities—especially Indigenous communities—and ecosystems abroad.”
Appreciate @… calling this out! Cars aren't green, AV or not. Sign her petition to let California counties vote on whether we wan…

Let the People Decide: Give Us a Vote on Autonomous Vehicles
Autonomous vehicles (AVs) have flooded San Francisco’s streets, raising serious safety and traffic concerns for residents, pedestrians, animal advocates, and local businesses. In 2025 alone, both Waymo and Zoox recalled over 1,200 vehicles due to crash risks. AVs have also blocked emergency vehicles, caused traffic jams, and created dangerous situations for people walking, biking, and driving. Ride-hailing services like Uber and Lyft already made traffic worse, accounting for about half th…

Disentangling peri-urban river hypoxia
Ovidio Garc\'ia-Oliva, Carsten Lemmen, Xiangyu Li, Kai Wirtz
https://arxiv.org/abs/2510.05775 https://arxiv.org/…

Disentangling peri-urban river hypoxia
Episodes of low dissolved oxygen concentration--hypoxia--threaten the functioning of and the services provided by aquatic ecosystems, particularly those of urban rivers. Here, we disentangle oxygen-related processes in the highly modified Elbe River flowing through the major German city of Hamburg, where low oxygen levels are frequently observed. We use a process-based biochemical model that describes particulate and dissolved organic matter, micro-algae, their pathogens, and the key reactions …