· software
[Paper] Few-shot learning for security bug report identification
Security bug reports require prompt identification to minimize the window of vulnerability in software systems. Traditional machine learning (ML) techniques for...
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- · devops
[Paper] Exploring Blockchain Interoperability: Frameworks, Use Cases, and Future Challenges
Trust between entities in any scenario without a trusted third party is very difficult, and trust is exactly what blockchain aims to bring into the digital worl...
- · devops
[Paper] Proceedings of the 1st International Workshop on Low Carbon Computing (LOCO 2024)
This is the proceedings of the 1st International Workshop on Low Carbon Computing (LOCO 2024)....
- · software
[Paper] CodeMEM: AST-Guided Adaptive Memory for Repository-Level Iterative Code Generation
Large language models (LLMs) substantially enhance developer productivity in repository-level code generation through interactive collaboration. However, as int...
- · ai
[Paper] Hypothesize-Then-Verify: Speculative Root Cause Analysis for Microservices with Pathwise Parallelism
Microservice systems have become the backbone of cloud-native enterprise applications due to their resource elasticity, loosely coupled architecture, and lightw...
- · ai
[Paper] Agentic Memory Enhanced Recursive Reasoning for Root Cause Localization in Microservices
As contemporary microservice systems become increasingly popular and complex-often comprising hundreds or even thousands of fine-grained, interdependent subsyst...
- · software
[Paper] Enterprise Identity Integration for AI-Assisted Developer Services: Architecture, Implementation, and Case Study
AI-assisted developer services are increasingly embedded in modern IDEs, yet enterprises must ensure these tools operate within existing identity, access contro...
- · ai
[Paper] TAAF: A Trace Abstraction and Analysis Framework Synergizing Knowledge Graphs and LLMs
Execution traces are a critical source of information for understanding, debugging, and optimizing complex software systems. However, traces from OS kernels or ...
- · ai
[Paper] Hierarchical temporal receptive windows and zero-shot timescale generalization in biologically constrained scale-invariant deep networks
Human cognition integrates information across nested timescales. While the cortex exhibits hierarchical Temporal Receptive Windows (TRWs), local circuits often ...
- · ai
[Paper] Chronicals: A High-Performance Framework for LLM Fine-Tuning with 3.51x Speedup over Unsloth
Large language model fine-tuning is bottlenecked by memory: a 7B parameter model requires 84GB--14GB for weights, 14GB for gradients, and 56GB for FP32 optimize...
- · software
[Paper] State of the Quantum Software Engineering Ecosystem
We study the current state of the Quantum Software Engineering (QSE) ecosystem, focusing on the achievements, activities, and engagements from academia and indu...
- · devops
[Paper] Optimal Oblivious Load-Balancing for Sparse Traffic in Large-Scale Satellite Networks
Oblivious load-balancing in networks involves routing traffic from sources to destinations using predetermined routes independent of the traffic, so that the ma...