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• Hearing Brightness
  Abstract Orchestration can have undeniable effects on what listeners hear as changes in auditory brightness. But the precise source of our sensation of brightness in orchestral music is difficult to pinpoint. What is the locus of brightness in terms of percept…
  crossref Charalampos Saitis, Kai Siedenburg, Moe Touizrar 2026-04-13T08:20:36Z 置信度 0.70
• AI-native cloud-edge orchestration for 6G metaverse networks: an LLM-guided multi-agent DRL approach
  Emerging metaverse experiences, including interactive extended reality (XR) sessions and live holographic telepresence, necessitate motion-to-photon latencies of less than 10 ms. These applications must also manage the continuous streaming of multi-gigabit dat…
  crossref Daniel Ayepah-Mensah, Amine Kidane Ghebreziabiher, Gordon Owusu Boateng, Rabeb Mizouni 等 2026-03-16T13:47:05Z 置信度 0.70
• PAF-DMAO: A Privacy-Aware Federated Diffusion Framework for Multi-Agent Resource Orchestration in 6G NTN-V2X Networks
  The convergence of non-terrestrial networks (NTNs) and vehicle-to-everything (V2X) communications is emerging as a key enabler of AI-native 6G intelligent transportation systems, providing seamless connectivity across urban, rural, and remote environments thro…
  crossref Abegaz Mohammed Seid, Halima Elbiaze, Muhammet Hevesli, Tilahun M. Getu 等 2026-06-12T19:44:52Z 置信度 0.70
• IEEE Standard for Edge/Fog Manageability and Orchestration
  With the innovation of mobile applications and the arrival of the fifth generation of telecommunication, edge computing has become a popular scheme due to its geographical proximity to end users. The overall architecture has the advantage of lower latency and …
  crossref 2023-07-18T17:35:04Z 置信度 0.70
• Decentralized Orchestration with Local Centralized Orchestration for Composite Web Services
  During the execution period of composite Web services, the conventional centralized orchestration (CO) tends to incur various drawbacks such as unnecessary traffic, inappropriate dependencies, etc. Decentralized orchestration is advocated to solve these drawba…
  crossref Xi Chen, Huaxin Zeng, Tao Wu 2011-01-28T15:11:54Z 置信度 0.70
• A Study in Nostalgia: The Orchestration of Life in Façade
  crossref George R. Tibbetts 2013-02-16T06:19:17Z 置信度 0.70
• Introduction to Part II: Orchestration of the Global Network Organization
  The organizational design of the Multinational Corporation (MNC) was a vibrant area of research in the field of International Business and Management during the 197
  crossref Torben Pedersen, Markus Venzin, Timothy M. Devinney, Laszlo Tihanyi 2014-07-10T19:31:01Z 置信度 0.70
• Container Orchestration for the Edge Cloud
  Orchestration de conteneurs pour l'edge cloud Avec l'essor des infrastructures de type edge où les ressources informatiques sont en périphérie de réseau, la tendance est une fois de plus orientée vers la décentralisation. En plus des appareils à ressources con…
  crossref Berat Şenel 2026-04-07T18:07:37Z 置信度 0.70
• Formal verification of mobile orchestration agents: Model checking for orchestration verification
  Enterprise integration is one of the crucial challenges faced by modern organizations. Existing effort to define Enterprise Integration Patterns (EIPs) helps organizations to build their integration processes. An EIP represents a regularity in mobile agent beh…
  crossref Charif Mahmoudi, Fabrice Mourlin 2017-05-29T20:21:59Z 置信度 0.70
• Ludwig van Beethoven's orchestration of the trombone
  Ludwig Van Beethoven is considered one of the first composers to fully realize the wide-ranging performance potential of the trombone. Although the instrument had already been scored in sacred and operatic works by major composers (and symphonies by lesser-kno…
  crossref Daniel R. Cloutier 2019-10-02T16:17:25Z 置信度 0.70
• DANA: A Digital Agent for Network Data Acquisition in Network Digital Twin Context
  In recent years, the Digital Twin paradigm has emerged as a key enabler for the monitoring, analysis, and optimization of complex systems through the continuous interaction between physical entities and their digital counterparts. In the context of communicati…
  europepmc 2026 置信度 0.80
• CellSwarm-AD: A Multi-Scale Agent-Based Framework for Virtual Alzheimer's Disease Trials.
  Computational models of Alzheimer's disease (AD) rarely connect cellular heterogeneity, spatial tissue organization, pathology cascades, and pharmacological intervention within one auditable workflow. We present CellSwarm-AD, a four-layer framework comprising …
  europepmc 2026 置信度 0.80
• A Survey of Agent Skills for Foundation-Model Agents: Concepts, Representations, Lifecycles, Evaluation, and Applications
  Foundation-model agents increasingly rely on reusable skills to support tool use, long-horizon planning, and cross-task adaptation. Yet the term remains ambiguous in the literature, where it may refer to prompt packages, executable workflows, learned routines,…
  europepmc 2026 置信度 0.80
• The Landscape of LLM-based Search Agents: A Survey
  Search is undergoing a structural shift from ranked retrieval and static retrieval-augmented generation (RAG) to agentic information seeking. Large language models (LLMs) now plan queries, browse pages, inspect evidence, maintain state, and synthesize answers …
  europepmc 2026 置信度 0.80
• Progressive Multi-Turn Reinforcement Learning for Dynamic User-Interactive Tool Agents
  Recent advances in reinforcement learning for large language models have produced powerful agent frameworks that achieve strong performance on multi-turn tool use, interactive search, and complex reasoning. However, existing reinforcement learning frameworks f…
  europepmc 2026 置信度 0.80
• Generative AI-Driven Digital Twin Architecture for Urban Mobility Simulation and Decision Support
  Urban mobility planning in smart cities requires sophisticated simulation tools, yet their complexity often creates a technical barrier for non-expert stakeholders. This paper presents a novel architecture that integrates generative artificial intelligence wit…
  europepmc 2026 置信度 0.80
• Multi-Agent Human-AI Systems with Low-Code Platforms Enabling Adaptive Web Services and Real-Time Anomaly Remediation in Distributed Architectures
  Modern distributed web architectures face escalating challenges from unpredictable anomalies and dynamic user demands, where traditional monitoring and remediation fall short in delivering real-time resilience. This paper presents a novel multi-agent human-AI …
  europepmc 2026 置信度 0.80
• What microbes want: exploring microbial substrate preferences with the Web of Microbes Agent
  Understanding and predicting bacterial substrate preferences has broad utility from microbial interactions to selecting prebiotics. Isolate exometabolite profiling directly measures which compounds a given microbe utilizes from an array of metabolites in the e…
  europepmc 2026 置信度 0.80
• Physics-Informed Deep Reinforcement Learningfor Dynamic 5G NR Network Slice Orchestrationin AGV Teleoperation
  Abstract Teleoperating Automated Guided Vehicles (AGVs) over 5G networks demandssimultaneous ultra-low latency for control commands and sustained high through-put for camera feeds, yet wireless channel dynamics and mobility-induced han-dovers routinely violate…
  europepmc 2026 置信度 0.80
• Inference-Time Control for Trustworthy Large Language Models
  Once a large language model is released, training-time alignment is hard to revise; yet deployment introduces context-specific risks that the original training cannot anticipate: evolving safety policies, jurisdictional constraints, retrieval contamination, an…
  europepmc 2026 置信度 0.80
• Orchestrated multi agents sustain accuracy under clinical-scale workloads compared to a single agent.
  We tested state-of-the-art LLMs under clinical-scale workloads using two designs: a single agent handling all tasks and a multi-agent orchestrator assigning each task to a dedicated worker. Across retrieval, extraction, and dosing tasks, batch sizes ranged fro…
  europepmc 2026 置信度 0.80
• UQ-PhysiCell: An extensible Python framework for uncertainty quantification and model analysis in PhysiCell
  Agent-based models (ABMs) are widely used to study complex multiscale biological systems, particularly in cancer research. However, their high-dimensional parameter spaces, stochasticity, and computational costs pose significant challenges for uncertainty quan…
  europepmc 2026 置信度 0.80
• Reinforcement Learning-Guided Input Scheduling for Kernel Fuzzing
  In this study, we propose an RL-guided fuzzing scheduler that learns optimal mutation ordering and seed prioritization based on kernel coverage reward signals. The agent observes execution depth, subsystem transitions, and historical crash density to adapt exp…
  europepmc 2026 置信度 0.80
• TCM-Agent: Advancing network pharmacology and herbal medicine discovery with LLM-based multi-agent systems.
  Network pharmacology has emerged as a pivotal approach for deciphering the complex "multi-component, multi-target" mechanisms underlying traditional Chinese medicine (TCM). However, despite extensive research efforts, a comprehensive and intelligent automated …
  europepmc 2026 置信度 0.80
• GOAM: Game-Oriented Agentic Modeling for Turn-Based Game AI
  Abstract We present GOAM (Game-Oriented Agentic Modeling), an architecture for turn-based game AI that separates strategic orchestration from tactical execution under an explicit certainty-based routing scheme. A macro process maintains longer-horizon objectiv…
  europepmc 2026 置信度 0.80
• Cognitively Diverse Multiple-Choice Question Generation: A Hybrid Multi-Agent Framework with Large Language Models
  Recent advances in large language models (LLMs) have made automated multiple-choice question (MCQ) generation increasingly feasible; however, reliably producing items that satisfy controlled cognitive demands remains a challenge. To address this gap, we introd…
  europepmc 2026 置信度 0.80
• BioClaw: Human-Bot Research Collaboration Ecosystems in Group Chats
  Day-to-day research discussions in group chats often generate hypotheses, analysis requests, and interpretation decisions, yet executing those analyses still requires researchers to leave the conversation and rely on fragmented local tools, databases, visualiz…
  europepmc 2026 置信度 0.80
• Emergent Communication via Causal Temporal Graph Networks: A Novel Framework for Decentralized Multi-Robot Coordination Without Explicit Message Passing
  Abstract Autonomous multi-robot systems must coordinate their behaviors to accomplish shared objectives without centralized orchestration [1]. This work proposes CausalTGN, a novel framework that discovers emergent communication protocols through learning late…
  europepmc 2026 置信度 0.80
• STAnalyzer: Transparent Spatial Transcriptomics Analysis via an Agentic Architecture
  Spatial transcriptomics enables high-resolution profiling of gene expression within spatial contexts, yet its potential is often hindered by fragmented toolchains, intricate parameters, and cognitive bottlenecks of interpreting high-dimensional data. While rec…
  europepmc 2026 置信度 0.80
• A deterministic safety pipeline for therapeutic AI in elderly assisted living
  Over 54 million Americans are aged 65+, with depression affecting 25–49% and anxiety exceeding 30% of assisted living residents. AI systems employing agentic orchestration exhibit 0.5–2% failure rates—unacceptable where a single missed crisis can be fatal. We …
  europepmc 2026 置信度 0.80
• SPAgent: Adaptive Task Decomposition and Model Selection for General Video Generation and Editing.
  Although video generation and editing models have advanced significantly, individual models remain restricted to specific tasks, often failing to meet diverse user needs. Effectively coordinating these models in pipelines can unlock a wide range of video gener…
  europepmc 2026 置信度 0.80
• Care Plan Generation for Underserved Patients Using Multi-Agent Language Models: Applying Nash Game Theory to Optimize Multiple Objectives
  Background Clinicians in care management programs are often in low supply relative to patient demand, especially in US Medicaid programs, and must simultaneously address clinical risk, time efficiency, and patients’ social needs. Many studies have shown that l…
  europepmc 2026 置信度 0.80
• Persona Persistence and Creative Framing in Grok: An Empirical Thread-Based Behavioral Analysis
  This study documents a systematic exploration of persona induction and persistence in xAI's Grok language model through public-facing Twitter/X interactions. Using exclusively cooperative creativewriting framing-without identity override or instruction suppres…
  europepmc 2026 置信度 0.80
• D3O-IIoT: deep reinforcement learning-driven dynamic deception orchestration for industrial IoT security.
  The industrial Internet of Things (IIoT) systems are under mounting cyber threats that take advantage of the resource shortage and operational vulnerability of industrial systems. The current intrusion detection schemes are based on either the static or passiv…
  europepmc 2025 置信度 0.80
• Tool and Agent Selection for Large Language Model Agents in Production: A Survey
  Large Language Model (LLM) agents have demonstrated remarkable abilities to interact with external tools, functions, Model Context Protocol (MCP) servers, agents, and to take action on behalf of the user. Due to the fast-paced nature of the industry, existing …
  europepmc 2025 置信度 0.80
• An AI-powered knowledge hub for potato functional genomics.
  europepmc 2026 置信度 0.80
• Toward standardization of GenAI-driven agentic architectures for radio access networks.
  The adoption of Generative Artificial Intelligence (GenAI) in Radio Access Networks (RAN) presents new opportunities for automation and intelligence across network operations. GenAI-powered agents, leveraging Large Language Models (LLMs), can enhance planning,…
  europepmc 2025 置信度 0.80
• RareCure: An Open-Source Artificial Intelligence Pipeline for Context-Adaptive Treatment Discovery in Rare Solid Tumors.
  Background Rare cancers account for approximately 25-30% of cancer diagnoses in the United States, yet precision-oncology infrastructure has been built primarily for common tumor types. Soft tissue sarcomas exemplify this national gap: over 50 histological sub…
  europepmc 2026 置信度 0.80
• Enhancing healthcare providers' advance care planning competence with large language models: protocol for the development of an AI chatbot and its evaluation in a randomised controlled trial.
  Introduction Advance care planning (ACP) can support individuals to express their autonomy in the decision-making process for future care. Traditional ACP training for healthcare providers faces significant challenges related to interactivity, accessibility, s…
  europepmc 2025 置信度 0.80
• Multi-Agent Orchestration Patterns for Context-Aware Intelligence Systems - Application to Course Recommendation
  crossref Sanidhya Karnik, Venkata Nithya Ala, Vignan Kamarthi, Trishul Chowdhury 等 2026-08-21T14:49:31Z 置信度 0.70
• LLM-Based Multi-Agent Orchestration: A Survey of Frameworks, Communication Protocols, and Emerging Patterns
  The proliferation of large language model (LLM) agents has enabled increasingly complex multi-step automation; however, composing multiple agents into coherent systems introduces significant orchestration challenges that remain poorly documented. This survey e…
  crossref Yiwen Zhu, Lihe Liu, Jiaqian Yu, Di Zhang 2026-06-15T15:00:48Z 置信度 0.70
• What Orchestration Is and Isn’t
  Abstract This chapter deals with fundamentals of sonic construction in the pedagogy of orchestration. The author, a working composer of orchestral music, discusses recurrent obstacles faced by orchestration students that derive from insufficient grounding in t…
  crossref Matthew Whittall 2026-04-13T08:20:36Z 置信度 0.70
• S-AI-HEALTH: SPECIALIZED AGENT TYPOLOGY AND MATHEMATICAL MODELING OF HORMONAL ORCHESTRATION FOR CLINICAL INTELLIGENCE
  This article is the second in a trilogy presenting the S-AI-Health framework — a formally grounded, intrinsically parsimonious, hormonally regulated, and natively explainable clinical intelligence architecture. Building on the theoretical foundations, global a…
  crossref Said Slaoui 2026-08-12T04:00:51Z 置信度 0.70
• Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization
  Accurate terminology is a non-negotiable requirement in industrial localization processes: a single mistranslated domain term can violate contractual obligations and erode client trust.We present AIDA term , a deployed multi-agent LLM pipeline that orchestrate…
  crossref Emanuele Di Rosa 2026-07-01T12:25:50Z 置信度 0.70
• SatEdgeAI: multi-agent federated reinforcement learning for adaptive resource orchestration in satellite–terrestrial integrated edge computing networks
  Next-generation network architectures are changing with the emerging convergence of Low Earth Orbit (LEO) satellite network constellations and multi-access edge computing (MEC) nodes across the globe, with the aim of providing low-latency computation offloadin…
  crossref Dr. Vaibhav Bhushan Tyagi 2026-05-26T10:24:13Z 置信度 0.70
• User preference-based automatic orchestration of web services using a multi-agent
  crossref Revathi Vaithiyanathan, Tholkappia Arasu Govindharajan 2015-04-21T18:38:31Z 置信度 0.70
• Multi-Agent Reinforcement Learning for Distributed Workflow Orchestration at the Tactical Edge
  The dynamic nature of tactical edge networks has led to the design of architectures that enable real-time data processing and analytics at the edge, to ensure the continuation of operations when the connection to the headquarters is unavailable. However, workf…
  crossref Alessandro Amato, Alessandro Morelli, Mattia Fogli, Raffaele Galliera 等 2024-12-06T18:47:40Z 置信度 0.70
• Agent-Ops: A Multi-Agent Orchestration Framework for End-to-End SOP Automation in E-Commerce Operations
  Apoorva Singh, Sanjay Agrawal, Sayanta Adhikari, Vinayak S Puranik, Shivam Tiwari, Dheeraj Assudani. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2026.
  crossref Apoorva Singh, Sanjay Agrawal, Sayanta Adhikari, Vinayak S Puranik 等 2026-07-01T12:25:50Z 置信度 0.70
• QPAC: SYSTEM AND METHOD FOR HYBRID AI AND RULE-BASED ORCHESTRATION OF COMMUNICATION MODES FOR DISTRIBUTED AND AGENT-BASED SYSTEMS
  This survey reviews adaptive communication over QUIC for distributed and agent-based systems, focusing on security-first transport design, preservation of session context, and orchestration across request-response, streaming, and publish-subscribe under a sing…
  crossref 2026-06-24T15:16:26Z 置信度 0.70
• S-AI-IOT : FORMAL AGENT SPECIFICATION, MATHEMATICAL MODELING, AND STABILITY ANALYSIS OF THE HORMONAL ORCHESTRATION FRAMEWORK
  Constrained Internet of Things (IoT) environmentsrequire adaptive orchestration mechanisms capable of jointlymanagingsensingquality, connectivity, energyconstraints, resilience, and securitywhileremainingcomputationally frugal and intrinsicallyexplainable. Thi…
  crossref Said Slaoui 2026-06-08T08:57:17Z 置信度 0.70
• The Transition from AI Assistants to Autonomous Agents: A Survey of Multi-Agent Orchestration Systems
  crossref Ajit Mali Ajit Mali 2026-05-26T13:11:07Z 置信度 0.70
• SEMANTIC KERNEL USAGE FOR ORCHESTRATION OF MULTI-AGENT LLM-BASED SYSTEMS TO SOLVE THE TASKS WHICH REQUIRE DYNAMIC INVOLVEMENT OF NEW AGENTS
  Relevance of the topic.The development of modern artificial intelligence (AI) systems is accompanied by an architectural shift: from monolithic architectures that try to represent all functions using a single large language model (LLM), to multi-agent systems …
  crossref Vitalii Kutsan, Vasyl Lyashkevych 2026-04-17T12:20:43Z 置信度 0.70
• Hierarchical Multi-Agent Deep Reinforcement Learning for Resilient Resource Orchestration in SDN-Enabled Fog-Edge Computing: A Lyapunov-Guided Primal-Dual Framework
  The convergence of software-defined networking (SDN) with fog-edge computing has unlocked unprecedented opportunities for ultra-low-latency distributed intelligence. However, existing resource orchestration mechanisms suffer from three fundamental limitations:…
  crossref Tan Wei Liang, Yamamoto Kenji, Park Min-Jae, Zhang Jianping 2026-07-29T13:25:01Z 置信度 0.70
• Autonomous Resource Orchestration Using Multi-Agent Proximal Policy Optimization in 6G Edge–Fog Environments
  The 6G networks introduce challenging requirements to edge–fog resource orchestration because they will support thousands of devices in each square kilometer and operate with very short latency times. The traditional centralized methods encounter difficulties …
  crossref Bhupchand Kumhar, Rahul Yogi, Santosh Kumar Yadav, Nishi Jain 2026-03-24T18:31:47Z 置信度 0.70
• Privacy-Preserving LLM Infrastructure With Multi-Agent Orchestration And RAG-Driven Retrieval
  The rapid integration of large language models (LLMs) into data-intensive and regulated environments has intensified concerns related to privacy, governance, and reliable knowledge use. This study proposes a privacy-preserving LLM infrastructure that integrate…
  crossref Chirag Agarwal, Naresh Erukulla, Rachit Gupta 2026-01-16T06:45:17Z 置信度 0.70
• AI-Powered Recruitment Orchestration: An Agent-based Approach to Modern Hiring
  crossref Saraswati Patil, Rohit Bele, Monali Bhujbal, Avinash Bhurke 等 2026-07-01T19:35:13Z 置信度 0.70
• Data Orchestration: Modernizing Legacy Data Orchestration with Cloud Composer
  This paper discusses the migration of data orchestration workflows from a legacy tool like Autosys to a modern, cloud -based solution, Google Cloud Composer. It explores the transition from traditional job scheduling to Directed Acyclic Graph (DAG) -based work…
  crossref Gautami Nadkarni 2025-04-05T11:21:37Z 置信度 0.70
• Speak Your Network: Automated Network Emulation Construction with Cost-Efficient Multi-Agent Orchestration
  crossref Daolin Zou, Jie Xu, Long Luo, Hongfang Yu 2026-08-26T19:09:25Z 置信度 0.70
• A study on improving the acquisition efficiency of supermarket promotion information based on agent workflow orchestration
  Retail promotion stacking and price confusion have intensified search frictions, exposing the fragility of conventional rule-based approaches. This study proposes a supermarket discount decision support system that replaces multi-agent architectures prone to i…
  crossref Haoyu Zhang 2026-06-18T07:01:03Z 置信度 0.70
• Reliable Data Science Analysis with Large Language Models via Multi-Agent Tools Orchestration
  While Large Language Models (LLMs) show promise for automating the labor-intensive process of data science analysis, their practical application is undermined by the generation of erroneous and unreliable code. We argue that this stems from treating LLMs as op…
  crossref Mingyin Zou, Guangrong You, Xiaomin Zhu, Yanqing Ye 等 2026-05-24T12:04:57Z 置信度 0.70
• MAMA: A Decentralized Multi-Agent Model AI Framework for Dynamic Knowledge Acquisition and Orchestration
  Decentralized agentic Artificial Intelligence (AI) systems need both dynamic collaboration and trust. We introduce the Multi-Agent Model AI (MAMA) framework for verifiable self-governance to address this problem. We present a new architecture built upon the tw…
  crossref George Chalkiadakis, Shuwen Liu, George C. Polyzos 2026-02-19T20:55:46Z 置信度 0.70
• AlphaGraph: An Auto-Evolutionary Graph Neural Network Framework via Agent-Based Graph Orchestration
  Graph Neural Networks (GNNs) have achieved remarkable success in processing graph-structured data across domains like social networks and bioinformatics. However, their design remains heavily dependent on manual expertise, resulting in inefficient workflows an…
  crossref Yaxin Shang, Huayun Tang, Lanlan Gao, Chen Jia 2026-01-20T20:38:44Z 置信度 0.70
• OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
  This paper introduces OSC (Orchestrating Cognitive Synergy), a knowledge-aware adaptive collaboration framework designed to enhance cognitive synergy in multi-agent systems with large language models.While prior work has advanced agent selection and result agg…
  crossref Jusheng Zhang, Yijia Fan, Kaitong Cai, Xiaofei Sun 等 2025-11-08T12:29:45Z 置信度 0.70
• Reinforced Fairness-Aware Multi-Agent Self-Organization for 6G Radio Access Network Orchestration
  The orchestrators’ deployment problem presents numerous challenges in 6G Network Radio Access Networks due to their large-scale, dynamic conditions, and variable user demands. Most works propose single- or hierarchical-orchestrator solutions, which offer poor …
  crossref Elham Hashemi Nezhad, Antonio Di Maio, Torsten Braun 2025-09-15T17:36:57Z 置信度 0.70
• RedOps AI: Multi-Agent Orchestration for Autonomous Penetration Testing
  The conventional method of penetration testing is a slow and difficult process due to its dependency on human expertise. To overcome these challenges, we are proposing a new autonomous framework using AI, known as RedOps AI. The framework makes use of a multi-…
  crossref Samarth C Dinesh, Sheba Selvam, Vivan Shreyas Yallal, Sadhu Venkata Sai Suvedya 2026-05-26T19:40:12Z 置信度 0.70
• Agent-based Business Process Orchestration for IoT
  The so-called Internet of Things is of increasing importance for facilitating productivity across industries, i.e., by connecting sensors with manufacturing lines and IT system landscapes with an increasing degree of autonomy. In this context, a common challen…
  crossref Timotheus Kampik, Avleen Malhi, Kary Främling 2019-10-18T12:57:15Z 置信度 0.70
• ORCHESTRATION OF WEB SERVICES BASED ON TQOS USING USER AND WEB SERVICES AGENT
  A Web service is a collection of open protocols and standards for exchanging data between applications and system. Web services are platform independent and in today's internet, web services play a vital role, single service is not sufficient to respond to use…
  crossref G. Tholkappia Arasu . 2015-01-24T06:40:07Z 置信度 0.70
• DynaMAPS: A Unified Dynamic Orchestration Framework for Budget-Aware Multi-Agent Production Systems
  The deployment of large language model (LLM) multi-agent systems in production environments is often constrained by high and unpredictable operational costs. Existing budget-aware approaches typically decouple resource provisioning from collaboration topology …
  crossref Junhao Song, Jiayi Gu, Jing Luo, Yunting Lin 等 2026-04-28T18:09:47Z 置信度 0.70
• Multi-agent orchestration architectures for real-time enterprise decision intelligence systems
  The architectures that enable the coordination of distributed analytics, enterprise events, machine agents, human judgment, and governance constraints under low latency conditions are becoming more common for real-time enterprise decision intelligence systems.…
  crossref Swaroop Suresh Borukar 2026-06-19T09:25:07Z 置信度 0.70
• Process of Orchestration
  INTRODUCTION At this point we expect the reader to be comfortable and familiar with what we call business services, the different classifications, and what we envision to be the future of technology. In this chapter, we explain what orchestration is by explain…
  crossref 2010-02-11T12:43:07Z 置信度 0.70
• Introduction
  crossref 2025-04-29T08:27:41Z 置信度 0.70
• EDAgent: A Concurrent Orchestration Method for Collaborative LLM Multi-Agent System
  crossref Zongyang Yuan, Zechang Zhang, Qinbin Li, Lailong Luo 等 2026-08-04T19:16:23Z 置信度 0.70
• MARGO:Multi-Agent RTL-to-GDSII Orchestration
  crossref Muhammet Enes Yanık, Abdullah Bayram, Ihsan Çiçek, Engin Afacan 2026-08-17T19:22:45Z 置信度 0.70
• Dynamic resource orchestration in edge computing environments using multi-agent reinforcement learning
  crossref Qi Liu, Jianzheng Yang, Zhixian Yan 2025-06-23T12:39:20Z 置信度 0.70
• Devonix: A Hierarchical Multi-Agent and Neuro-Symbolic Orchestration Framework for Autonomous Web Application Synthesis
  crossref D. Jeevitha, K. Kasthuri, M. Aishwarya, RM. Madhushree 2026-07-29T19:13:23Z 置信度 0.70
• A Multi-Agent Orchestration Framework for an LLM-Based Virtual Patient in Intestinal Obstruction: Process Analytics and Safety Benchmarking (Preprint)
  BACKGROUND Multi-agent large language model (LLM) systems can separate virtual-patient functions into coordinated agents, but educational deployment requires evidence of how agents interact, how safety rules behave under stress, and whether process logs provid…
  crossref Weng Xiaoyuan, Yanqi Tang, Yixin Lin, Zhaofeng Huang 等 2026-07-03T05:10:07Z 置信度 0.70
• Peer Tutoring Orchestration - Streamlined Technology-driven Orchestration for Peer Tutoring
  crossref Lighton Phiri, Christoph Meinel, Hussein Suleman 2017-05-19T09:34:16Z 置信度 0.70
• PatternForge: A Multi-Agent Generative AI Framework for Catalog-Driven Orchestration Across Enterprise CRM and Hyperscaler Cloud Platforms
  crossref Shikher Goel, Harish Apuri 2026-07-24T19:09:09Z 置信度 0.70
• Safe and Policy-Compliant Multi-Agent Orchestration for Enterprise AI
  Enterprise AI systems increasingly deploy multiple intelligent agents across mission-critical workflows that must satisfy hard policy constraints, bounded risk exposure, and comprehensive auditability (SOX, HIPAA, GDPR). Existing coordination methods—cooperati…
  crossref Vinil Pasupuleti, Shyalendar Reddy Allala, Siva Rama Krishna Varma Bayyavarapu, Shrey Tyagi 2026-06-02T20:03:34Z 置信度 0.70
• Dynamic Workflow Orchestration with Executability Verification for Multi-Agent AutoML Task Execution
  crossref Luke Deng, Jie Yan, Cheng Cao, Mingyang Zhao 等 2026-07-28T19:11:12Z 置信度 0.70
• Multi-Agent Emergent Communication for Conflict-Free 6G Network Slicing Orchestration: A Testbed Validation
  crossref Juan Sebastián Camargo, Adriana Fernández-Fernández, Farhad Rezazadeh, Hatim Chergui 等 2026-07-14T19:38:09Z 置信度 0.70
• An Orchestration Engine for Services-Oriented Field Level Automation Software
  crossref Christoph Legat, Birgit Vogel-Heuser 2015-02-17T14:20:04Z 置信度 0.70
• Baroque orchestration
  crossref Mary Térey-Smith 2026-04-21T08:54:54Z 置信度 0.70
• Difficulty-Aware Agentic Orchestration for Query-Specific Multi-Agent Workflows
  Large Language Model (LLM)-based agentic systems have shown strong capabilities across various tasks. However, existing multi-agent frameworks often rely on static or task-level workflows, which either over-process simple queries or underperform on complex one…
  crossref Jinwei Su, Qizhen Lan, Yinghui Xia, Lifan Sun 等 2026-04-27T13:28:36Z 置信度 0.70
• Edge-Agent Cooperative Orchestration for Vo6G Converged Core Networks in Extreme Scenarios: Lyapunov-Guarded Online Optimization via Potential Games
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• Business Services Orchestration Language (BSOL)
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• MARCO: Multi-Agent Real-time Chat Orchestration
  Anubhav Shrimal, Stanley Kanagaraj, Kriti Biswas, Swarnalatha Raghuraman, Anish Nediyanchath, Yi Zhang, Promod Yenigalla. Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: Industry Track. 2024.
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• Orchestration
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• Intelligent Full-Stack Application Deployment: A Multi-Agent AI System for Automated Containerization and Kubernetes Orchestration
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• Autonomous Workflow Method Based on Multi-Agent Orchestration for Dynamic Scheduling and Execution of Typical Tasks in DevOps Pipelines
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• Multi-Agent Deep Q-Networks (MADQN) for Adaptive Self-Healing and Orchestration of Cloud-Native Network Functions
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• Service Orchestration
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• AGORA: An IoT-Context-Aware Multi-Agent Service Orchestration Framework for International Student Placemaking Support and Career Development
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• Orchestration of the Global Network Organization
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• Federated Multi-Agent Framework for QoS-Aware Edge Orchestration of DAG-Based Microservices
  Inderscience is a global company, a dynamic leading independent journal publisher disseminates the latest research across the broad fields of science, engineering and technology; management, public and business administration; environment, ecological economics…
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• Agentic Orchestration for Adaptive Educational Recommendations: A Multi-Agent LLM Framework for Personalized Learning Pathways
  Educational personalization represents a unique challenge for recommender systems: learners require not just content recommendations, but dynamic curriculum adaptation, real-time feedback, and proactive intervention strategies that evolve over extended timesca…
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• A Survey on Multi-Agent LLM Frameworks with Semantic Memory Integration and Dynamic DAG Orchestration
  crossref Tumma Divya, Vempaty Prashanthi, Vaskula Srikanth, Venu Gopalachari M 2026-06-23T19:43:46Z 置信度 0.70
• Haydn, orchestration, and re-orchestration
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• Orchestration stories and workflows
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• Multi-Agent Orchestration for Autonomous Data Pipelines: A Systems Architecture for Self-Healing, Context-Aware, and Resilient Data Processing
  Modern enterprise data platforms increasingly operate under conditions of extreme scale, heterogeneity, and uncertainty. Traditional data pipeline orchestration frameworks rely on static Directed Acyclic Graphs (DAGs) and deterministic retry semantics, which a…
  crossref Sonika Darshan 2026-02-10T04:55:42Z 置信度 0.70