Image de couverture de livre

POLARIS: Is Multi-Agentic Reasoning the Next Wave in Engineering Self-Adaptive Systems?

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Pandey, Divyansh, Gupta, Vyakhya, Singhal, Prakhar, Vaidhyanathan, Karthik
Format:	Preprint
Publié:	2025
Sujets:	Software Engineering
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Approach Towards Semi-Automated Certification for Low Criticality ML-Enabled Airborne Applications
par: Sridhar, Chandrasekar, et autres
Publié: (2025)

CALM: A Self-Adaptive Orchestration Approach for QoS-Aware Routing in Small Language Model based Systems
par: Jain, Hemang, et autres
Publié: (2026)

Reimagining Self-Adaptation in the Age of Large Language Models
par: Donakanti, Raghav, et autres
Publié: (2024)

SWITCH: An Exemplar for Evaluating Self-Adaptive ML-Enabled Systems
par: Marda, Arya, et autres
Publié: (2024)

Dissecting Transformers: A CLEAR Perspective towards Green AI
par: Jain, Hemang, et autres
Publié: (2025)

AgenticAKM : Enroute to Agentic Architecture Knowledge Management
par: Dhar, Rudra, et autres
Publié: (2026)

EcoMLS: A Self-Adaptation Approach for Architecting Green ML-Enabled Systems
par: Tedla, Meghana, et autres
Publié: (2024)

EdgeMLBalancer: A Self-Adaptive Approach for Dynamic Model Switching on Resource-Constrained Edge Devices
par: Matathammal, Akhila, et autres
Publié: (2025)

HarmonE: A Self-Adaptive Approach to Architecting Sustainable MLOps
par: Bhatt, Hiya, et autres
Publié: (2025)

SWEnergy: An Empirical Study on Energy Efficiency in Agentic Issue Resolution Frameworks with SLMs
par: Tripathy, Arihant, et autres
Publié: (2025)

ArchBench: Benchmarking Generative-AI for Software Architecture Tasks
par: Adnan, Bassam, et autres
Publié: (2026)

Context Matters: Evaluating Context Strategies for Automated ADR Generation Using LLMs
par: Gupta, Aviral, et autres
Publié: (2026)

Towards Architecting Sustainable MLOps: A Self-Adaptation Approach
par: Bhatt, Hiya, et autres
Publié: (2024)

LLMs for Generation of Architectural Components: An Exploratory Empirical Study in the Serverless World
par: Arun, Shrikara, et autres
Publié: (2025)

Architecting AgentOps Needs CHANGE
par: Biswas, Shaunak, et autres
Publié: (2026)

EnCoDe: Energy Estimation of Source Code At Design-Time
par: Goyal, Shailender, et autres
Publié: (2026)

Toward architecting self-coding information systems
par: Falcão, Rodrigo, et autres
Publié: (2026)

Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systems
par: Akshathala, Sreemaee, et autres
Publié: (2025)

Can AI Agents Generate Microservices? How Far are We?
par: Adnan, Bassam, et autres
Publié: (2026)

LLM-based Automated Architecture View Generation: Where Are We Now?
par: Sathvika, Miryala, et autres
Publié: (2026)

Harmonica: A Self-Adaptation Exemplar for Sustainable MLOps
par: Halgatti, Ananya, et autres
Publié: (2026)

POSEIDON : Efficient Function Placement at the Edge using Deep Reinforcement Learning
par: Jain, Prakhar, et autres
Publié: (2024)

Leveraging LLMs for Dynamic IoT Systems Generation through Mixed-Initiative Interaction
par: Adnan, Bassam, et autres
Publié: (2025)

APDT: A Digital Twin for Assessing Access Point Characteristics in a Network
par: Yashaswinee, D. Sree, et autres
Publié: (2025)

Can LLMs Generate Architectural Design Decisions? -An Exploratory Empirical study
par: Dhar, Rudra, et autres
Publié: (2024)

Small Models, Big Tasks: An Exploratory Empirical Study on Small Language Models for Function Calling
par: Kavathekar, Ishan, et autres
Publié: (2025)

LoCoML: A Framework for Real-World ML Inference Pipelines
par: Maddireddy, Kritin, et autres
Publié: (2025)

Architecting Digital Twins for Intelligent Transportation Systems
par: Bhatt, Hiya, et autres
Publié: (2025)

Rethinking Software Engineering for Agentic AI Systems
par: Alenezi, Mamdouh
Publié: (2026)

Everything is Context: Agentic File System Abstraction for Context Engineering
par: Xu, Xiwei, et autres
Publié: (2025)

Engineering LLM Powered Multi-agent Framework for Autonomous CloudOps
par: Parthasarathy, Kannan, et autres
Publié: (2025)

Generating Energy-Efficient Code via Large-Language Models -- Where are we now?
par: Apsan, Radu, et autres
Publié: (2025)

POLARIS: A framework to guide the development of Trustworthy AI systems
par: Baldassarre, Maria Teresa, et autres
Publié: (2024)

DRAFT-ing Architectural Design Decisions using LLMs
par: Dhar, Rudra, et autres
Publié: (2025)

The Runtime Dimension of Ethics in Self-Adaptive Systems
par: Autili, Marco, et autres
Publié: (2026)

FLARE: Agentic Coverage-Guided Fuzzing for LLM-Based Multi-Agent Systems
par: Hui, Mingxuan, et autres
Publié: (2026)

Software Engineering for Self-Adaptive Robotics: A Research Agenda
par: Sartaj, Hassan, et autres
Publié: (2025)

LLM-Based Agentic Systems for Software Engineering: Challenges and Opportunities
par: Tang, Yongjian, et autres
Publié: (2026)

Agentic Verification of Software Systems
par: Tu, Haoxin, et autres
Publié: (2025)

Agentic Pipelines in Embedded Software Engineering: Emerging Practices and Challenges
par: Sun, Simin, et autres
Publié: (2026)