ALPACA -- Adaptive Learning Pipeline for Comprehensive AI
Fuente:
arXiv
Saved in:
| Main Authors: | Torka, Simon, Albayrak, Sahin |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LADs: Leveraging LLMs for AI-Driven DevOps
by: Khan, Ahmad Faraz, et al.
Published: (2025)
by: Khan, Ahmad Faraz, et al.
Published: (2025)
Scalable Explainability-as-a-Service (XaaS) for Edge AI Systems
by: Singh, Samaresh Kumar, et al.
Published: (2026)
by: Singh, Samaresh Kumar, et al.
Published: (2026)
From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow
by: Gupta, Sparsh, et al.
Published: (2025)
by: Gupta, Sparsh, et al.
Published: (2025)
AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
by: Zeng, Xintan, et al.
Published: (2026)
by: Zeng, Xintan, et al.
Published: (2026)
Cluster Workload Allocation: A Predictive Approach Leveraging Machine Learning Efficiency
by: Sliwko, Leszek
Published: (2025)
by: Sliwko, Leszek
Published: (2025)
Exploring AI-Enabled Cybersecurity Frameworks: Deep-Learning Techniques, GPU Support, and Future Enhancements
by: Becher, Tobias, et al.
Published: (2024)
by: Becher, Tobias, et al.
Published: (2024)
Optimizing AI-Assisted Code Generation
by: Torka, Simon, et al.
Published: (2024)
by: Torka, Simon, et al.
Published: (2024)
Action Engine: Automatic Workflow Generation in FaaS
by: Esashi, Akiharu, et al.
Published: (2024)
by: Esashi, Akiharu, et al.
Published: (2024)
Self-Organizing Interaction Spaces: A Framework for Engineering Pervasive Applications in Mobile and Distributed Environments
by: Malhotra, Shubham
Published: (2025)
by: Malhotra, Shubham
Published: (2025)
Cluster Workload Allocation: Semantic Soft Affinity Using Natural Language Processing
by: Sliwko, Leszek, et al.
Published: (2026)
by: Sliwko, Leszek, et al.
Published: (2026)
LogAction: Consistent Cross-system Anomaly Detection through Logs via Active Domain Adaptation
by: Duan, Chiming, et al.
Published: (2025)
by: Duan, Chiming, et al.
Published: (2025)
A Survey on Failure Analysis and Fault Injection in AI Systems
by: Yu, Guangba, et al.
Published: (2024)
by: Yu, Guangba, et al.
Published: (2024)
Building AI Agents for Autonomous Clouds: Challenges and Design Principles
by: Shetty, Manish, et al.
Published: (2024)
by: Shetty, Manish, et al.
Published: (2024)
CuTeGen: An LLM-Based Agentic Framework for Generation and Optimization of High-Performance GPU Kernels using CuTe
by: Saba, Tara, et al.
Published: (2026)
by: Saba, Tara, et al.
Published: (2026)
FIRST: Federated Inference Resource Scheduling Toolkit for Scientific AI Model Access
by: Tanikanti, Aditya, et al.
Published: (2025)
by: Tanikanti, Aditya, et al.
Published: (2025)
SysMoBench: Evaluating AI on Formally Modeling Complex Real-World Systems
by: Cheng, Qian, et al.
Published: (2025)
by: Cheng, Qian, et al.
Published: (2025)
Causal AI-based Root Cause Identification: Research to Practice at Scale
by: Jha, Saurabh, et al.
Published: (2025)
by: Jha, Saurabh, et al.
Published: (2025)
On the Inference (In-)Security of Vertical Federated Learning: Efficient Auditing against Inference Tampering Attack
by: Huang, Chung-ju, et al.
Published: (2025)
by: Huang, Chung-ju, et al.
Published: (2025)
MPIrigen: MPI Code Generation through Domain-Specific Language Models
by: Schneider, Nadav, et al.
Published: (2024)
by: Schneider, Nadav, et al.
Published: (2024)
Astra: A Multi-Agent System for GPU Kernel Performance Optimization
by: Wei, Anjiang, et al.
Published: (2025)
by: Wei, Anjiang, et al.
Published: (2025)
Adaptive Protein Design Protocols and Middleware
by: Alsaadi, Aymen, et al.
Published: (2025)
by: Alsaadi, Aymen, et al.
Published: (2025)
A Reinforcement Learning Environment for Automatic Code Optimization in the MLIR Compiler
by: Tirichine, Mohammed, et al.
Published: (2024)
by: Tirichine, Mohammed, et al.
Published: (2024)
Federated Learning With L0 Constraint Via Probabilistic Gates For Sparsity
by: Huthasana, Krishna Harsha Kovelakuntla, et al.
Published: (2025)
by: Huthasana, Krishna Harsha Kovelakuntla, et al.
Published: (2025)
Root Cause Analysis for Microservice Systems via Cascaded Conditional Learning with Hypergraphs
by: Xie, Shuaiyu, et al.
Published: (2025)
by: Xie, Shuaiyu, et al.
Published: (2025)
DR.FIX: Automatically Fixing Data Races at Industry Scale
by: Behrang, Farnaz, et al.
Published: (2025)
by: Behrang, Farnaz, et al.
Published: (2025)
OptiML: An End-to-End Framework for Program Synthesis and CUDA Kernel Optimization
by: Bhattacharjee, Arijit, et al.
Published: (2026)
by: Bhattacharjee, Arijit, et al.
Published: (2026)
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
by: Teranishi, Keita, et al.
Published: (2025)
by: Teranishi, Keita, et al.
Published: (2025)
LASSI: An LLM-based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes
by: Dearing, Matthew T., et al.
Published: (2024)
by: Dearing, Matthew T., et al.
Published: (2024)
Domain Adaptation-based Edge Computing for Cross-Conditions Fault Diagnosis
by: Wang, Yanzhi, et al.
Published: (2024)
by: Wang, Yanzhi, et al.
Published: (2024)
Performance-Aligned LLMs for Generating Fast Code
by: Nichols, Daniel, et al.
Published: (2024)
by: Nichols, Daniel, et al.
Published: (2024)
Atmosphere: Context and situational-aware collaborative IoT architecture for edge-fog-cloud computing
by: Ortiz, Guadalupe, et al.
Published: (2024)
by: Ortiz, Guadalupe, et al.
Published: (2024)
Ten Years of Teaching Empirical Software Engineering in the context of Energy-efficient Software
by: Malavolta, Ivano, et al.
Published: (2024)
by: Malavolta, Ivano, et al.
Published: (2024)
Adapting Multi-objectivized Software Configuration Tuning
by: Chen, Tao, et al.
Published: (2024)
by: Chen, Tao, et al.
Published: (2024)
SemanticForge: Repository-Level Code Generation through Semantic Knowledge Graphs and Constraint Satisfaction
by: Zhang, Wuyang, et al.
Published: (2025)
by: Zhang, Wuyang, et al.
Published: (2025)
Intelligent Load Balancing in Cloud Computer Systems
by: Sliwko, Leszek
Published: (2025)
by: Sliwko, Leszek
Published: (2025)
Bridging the Gap: Empowering Small Models in Reliable OpenACC-based Parallelization via GEPA-Optimized Prompting
by: Jhaveri, Samyak, et al.
Published: (2026)
by: Jhaveri, Samyak, et al.
Published: (2026)
Simplifying Root Cause Analysis in Kubernetes with StateGraph and LLM
by: Xiang, Yong, et al.
Published: (2025)
by: Xiang, Yong, et al.
Published: (2025)
MMO: Meta Multi-Objectivization for Software Configuration Tuning
by: Chen, Pengzhou, et al.
Published: (2021)
by: Chen, Pengzhou, et al.
Published: (2021)
Why Does the LLM Stop Computing: An Empirical Study of User-Reported Failures in Open-Source LLMs
by: Yu, Guangba, et al.
Published: (2026)
by: Yu, Guangba, et al.
Published: (2026)
VibeCodeHPC: An Agent-Based Iterative Prompting Auto-Tuner for HPC Code Generation Using LLMs
by: Hayashi, Shun-ichiro, et al.
Published: (2025)
by: Hayashi, Shun-ichiro, et al.
Published: (2025)
Similar Items
-
LADs: Leveraging LLMs for AI-Driven DevOps
by: Khan, Ahmad Faraz, et al.
Published: (2025) -
Scalable Explainability-as-a-Service (XaaS) for Edge AI Systems
by: Singh, Samaresh Kumar, et al.
Published: (2026) -
From Legacy Fortran to Portable Kokkos: An Autonomous Agentic AI Workflow
by: Gupta, Sparsh, et al.
Published: (2025) -
AutoRAGTuner: A Declarative Framework for Automatic Optimization of RAG Pipelines
by: Zeng, Xintan, et al.
Published: (2026) -
Cluster Workload Allocation: A Predictive Approach Leveraging Machine Learning Efficiency
by: Sliwko, Leszek
Published: (2025)