Incentivised Orchestrated Training Architecture (IOTA): A Technical Primer for Release
Fuente:
arXiv
Saved in:
| Main Authors: | Quinque, Felix, Aboudib, Alan, Fonau, Szymon, Alcocer, Rodrigo Lopez Portillo, McCrindle, Brian, Cruz, Steffen |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism
by: Aboudib, Alan, et al.
Published: (2026)
by: Aboudib, Alan, et al.
Published: (2026)
HARP: Orchestrating Automated Parallel Training on Heterogeneous GPU Clusters
by: Liang, Antian, et al.
Published: (2025)
by: Liang, Antian, et al.
Published: (2025)
SynergAI: Edge-to-Cloud Synergy for Architecture-Driven High-Performance Orchestration for AI Inference
by: Stathopoulou, Foteini, et al.
Published: (2025)
by: Stathopoulou, Foteini, et al.
Published: (2025)
Distributed Load Orchestration for Vision Computing in Multi-Access Edge Computing
by: Boing, Ricardo N., et al.
Published: (2022)
by: Boing, Ricardo N., et al.
Published: (2022)
Orchestrating the Execution of Serverless Functions in Hybrid Clouds
by: Peri, Aristotelis, et al.
Published: (2024)
by: Peri, Aristotelis, et al.
Published: (2024)
Synergizing Monetization, Orchestration, and Semantics in Computing Continuum
by: Dehury, Chinmaya Kumar, et al.
Published: (2025)
by: Dehury, Chinmaya Kumar, et al.
Published: (2025)
Inference Load-Aware Orchestration for Hierarchical Federated Learning
by: Lackinger, Anna, et al.
Published: (2024)
by: Lackinger, Anna, et al.
Published: (2024)
iDDS: Intelligent Distributed Dispatch and Scheduling for Workflow Orchestration
by: Guan, Wen, et al.
Published: (2025)
by: Guan, Wen, et al.
Published: (2025)
Evaluating Container Orchestration for Neuromorphic Workloads in Virtual Edge Environments
by: Pham, Huyen, et al.
Published: (2026)
by: Pham, Huyen, et al.
Published: (2026)
Towards Formal Verification of Federated Learning Orchestration Protocols on Satellites
by: Popovic, Miroslav, et al.
Published: (2024)
by: Popovic, Miroslav, et al.
Published: (2024)
Joint$λ$: Orchestrating Serverless Workflows on Jointcloud FaaS Systems
by: Li, Rui, et al.
Published: (2025)
by: Li, Rui, et al.
Published: (2025)
Orchestrating Mixed-Criticality Cloud Workloads in Reconfigurable Manufacturing Systems
by: Barletta, Marco, et al.
Published: (2024)
by: Barletta, Marco, et al.
Published: (2024)
Runtime-Orchestrated Second-Order Optimization for Scalable LLM Training
by: Lu, Yishun, et al.
Published: (2026)
by: Lu, Yishun, et al.
Published: (2026)
OServe: Accelerating LLM Serving via Spatial-Temporal Workload Orchestration
by: Jiang, Youhe, et al.
Published: (2026)
by: Jiang, Youhe, et al.
Published: (2026)
An Interference-aware Approach for Co-located Container Orchestration with Novel Metric
by: Li, Xiang, et al.
Published: (2024)
by: Li, Xiang, et al.
Published: (2024)
Environmentally-Conscious Cloud Orchestration Considering Geo-Distributed Data Centers
by: Attenni, Giulio, et al.
Published: (2025)
by: Attenni, Giulio, et al.
Published: (2025)
QONNECT: A QoS-Aware Orchestration System for Distributed Kubernetes Clusters
by: Aslan, Haci Ismail, et al.
Published: (2025)
by: Aslan, Haci Ismail, et al.
Published: (2025)
MaaSO: SLO-aware Orchestration of Heterogeneous Model Instances for MaaS
by: Xuan, Mo, et al.
Published: (2025)
by: Xuan, Mo, et al.
Published: (2025)
Sutradhara: An Intelligent Orchestrator-Engine Co-design for Tool-based Agentic Inference
by: Biswas, Anish, et al.
Published: (2026)
by: Biswas, Anish, et al.
Published: (2026)
ClusterLess: Deadline-Aware Serverless Workflow Orchestration on Federated Edge Clusters
by: Farahani, Reza, et al.
Published: (2026)
by: Farahani, Reza, et al.
Published: (2026)
SHADOW: Seamless Handoff And Zero-Downtime Orchestrated Workload Migration for Stateful Microservices
by: Dinh-Tuan, Hai
Published: (2026)
by: Dinh-Tuan, Hai
Published: (2026)
Edge-Oriented Orchestration of Energy Services Using Graph-Driven Swarm Intelligence
by: Toderean, Liana, et al.
Published: (2026)
by: Toderean, Liana, et al.
Published: (2026)
HeRo: Adaptive Orchestration of Agentic RAG on Heterogeneous Mobile SoC
by: Li, Maoliang, et al.
Published: (2026)
by: Li, Maoliang, et al.
Published: (2026)
INTELLECT-1 Technical Report
by: Jaghouar, Sami, et al.
Published: (2024)
by: Jaghouar, Sami, et al.
Published: (2024)
Adaptive Resource Orchestration for Distributed Quantum Computing Systems
by: Chen, Kuan-Cheng, et al.
Published: (2025)
by: Chen, Kuan-Cheng, et al.
Published: (2025)
Cost-Performance Analysis: A Comparative Study of CPU-Based Serverless and GPU-Based Training Architectures
by: Barrak, Amine, et al.
Published: (2025)
by: Barrak, Amine, et al.
Published: (2025)
Decentralized Orchestration Architecture for Fluid Computing: A Secure Distributed AI Use Case
by: Cajaraville-Aboy, Diego, et al.
Published: (2026)
by: Cajaraville-Aboy, Diego, et al.
Published: (2026)
LLM-Driven Intent-Based Privacy-Aware Orchestration Across the Cloud-Edge Continuum
by: Su, Zijie, et al.
Published: (2026)
by: Su, Zijie, et al.
Published: (2026)
Orchestrating Serverless Applications in the Edge Cloud Space Continuum: What Breaks and What is Next?
by: Malazi, Hadi Tabatabaee, et al.
Published: (2026)
by: Malazi, Hadi Tabatabaee, et al.
Published: (2026)
DuaLip-GPU Technical Report
by: Dexter, Gregory, et al.
Published: (2026)
by: Dexter, Gregory, et al.
Published: (2026)
Trabant: A Serverless Architecture for Multi-Tenant Orbital Edge Computing
by: Pfandzelter, Tobias, et al.
Published: (2025)
by: Pfandzelter, Tobias, et al.
Published: (2025)
CARISMA: CAR-Integrated Service Mesh Architecture
by: Klein, Kevin, et al.
Published: (2024)
by: Klein, Kevin, et al.
Published: (2024)
On Orchestrating Parallel Broadcasts for Distributed Ledgers
by: Sheng, Peiyao, et al.
Published: (2024)
by: Sheng, Peiyao, et al.
Published: (2024)
KubeIntellect: A Modular LLM-Orchestrated Agent Framework for End-to-End Kubernetes Management
by: Ardebili, Mohsen Seyedkazemi, et al.
Published: (2025)
by: Ardebili, Mohsen Seyedkazemi, et al.
Published: (2025)
Boosting Scientific Error-Bounded Lossy Compression through Optimized Synergistic Lossy-Lossless Orchestration
by: Wu, Shixun, et al.
Published: (2025)
by: Wu, Shixun, et al.
Published: (2025)
Resource Slicing through Intelligent Orchestration of Energy-aware IoT services in Edge-Cloud Continuum
by: Shahid, Hafiz Faheem, et al.
Published: (2024)
by: Shahid, Hafiz Faheem, et al.
Published: (2024)
AgentX: Towards Orchestrating Robust Agentic Workflow Patterns with FaaS-hosted MCP Services
by: Tokal, Shiva Sai Krishna Anand, et al.
Published: (2025)
by: Tokal, Shiva Sai Krishna Anand, et al.
Published: (2025)
Converter: A CEAML Reasoner Python package to Streamline Orchestration Across Cloud and Edge Continuum
by: Korontanis, Ioannis, et al.
Published: (2024)
by: Korontanis, Ioannis, et al.
Published: (2024)
EcoServe: Enabling Cost-effective LLM Serving with Proactive Intra- and Inter-Instance Orchestration
by: Du, Jiangsu, et al.
Published: (2025)
by: Du, Jiangsu, et al.
Published: (2025)
Data Augmentation and Convolutional Network Architecture Influence on Distributed Learning
by: Jansen, Victor Forattini, et al.
Published: (2026)
by: Jansen, Victor Forattini, et al.
Published: (2026)
Similar Items
-
ResBM: Residual Bottleneck Models for Low-Bandwidth Pipeline Parallelism
by: Aboudib, Alan, et al.
Published: (2026) -
HARP: Orchestrating Automated Parallel Training on Heterogeneous GPU Clusters
by: Liang, Antian, et al.
Published: (2025) -
SynergAI: Edge-to-Cloud Synergy for Architecture-Driven High-Performance Orchestration for AI Inference
by: Stathopoulou, Foteini, et al.
Published: (2025) -
Distributed Load Orchestration for Vision Computing in Multi-Access Edge Computing
by: Boing, Ricardo N., et al.
Published: (2022) -
Orchestrating the Execution of Serverless Functions in Hybrid Clouds
by: Peri, Aristotelis, et al.
Published: (2024)