To conduct root cause analysis (RCA) and resolution of alert events, we propose a pioneering framework, multi-Agent Blockchain-inspired Collaboration for root cause analysis in micro-services architecture (mABC), to revolutionize the AI for IT operations (AIOps) domain, where multiple agents based on the powerful large language models (LLMs) perform blockchain-inspired voting to reach a final agreement following a standardized process for processing tasks and queries provided by Agent Workflow.
Multiagent Systems Cryptography and Security Distributed, Parallel, and Cluster Computing
This research contributes to advancing the field of automatic repair for declarative specifications and highlights the promising potential of LLMs in this domain.
Software Engineering
Local differential privacy (LDP), which perturbs sensitive data on the user side before it is shared or analyzed, emerges as a promising solution for private trajectory stream collection and analysis.
Databases Cryptography and Security
Prior research has focused on optimizing the synchronization topology, evolving from starlike to tree-based structures.
Distributed, Parallel, and Cluster Computing 68T99 I.2.11; C.2.4
Creative coding is an experimentation-heavy activity that requires translating high-level visual ideas into code.
Programming Languages Human-Computer Interaction Multimedia D.3.2; J.5
Today's software stacks for autonomous vehicles rely on HD maps to enable sufficient localization, accurate path planning, and reliable motion prediction.
Robotics
We prove PSPACE-hardness for fifteen games in the Super Mario Bros. 2D platforming video game series.
Computational Complexity
In the ever-evolving landscape of Deep Neural Networks (DNN) hardware acceleration, unlocking the true potential of systolic array accelerators has long been hindered by the daunting challenges of expertise and time investment.
Hardware Architecture
Established results indicate that, perhaps surprisingly, maximal security is achieved when the network is as small as two nodes due to increased delays in larger networks.
Cryptography and Security
Techniques for verifying or invalidating the security of computer systems have come a long way in recent years.
Cryptography and Security
