GitHub

Network, Service & Security Observability for Kubernetes

Is any network communication failing? Why is communication failing? Is it DNS? Is it an application or network problem? Is the communication broken on layer 4 (TCP) or layer 7 (HTTP)? Which services ...
IEEE

Learning to Optimize Workflow Scheduling for an Edge–Cloud Computing Environment

Abstract: The widespread deployment of intelligent Internet of Things (IoT) devices brings tighter latency demands on complex workload patterns such as workflows. In such applications, tremendous ...
IEEE

Spatial Data Dependence Graph Based Pre-RTL Simulator for Convolutional Neural Network Dataflows

Abstract: In this paper, a new pre-RTL simulator is proposed to predict the power, performance, and area of convolutional neural network (CNN) dataflows prior to register-transfer-level (RTL) design.
GitHub

verl: Volcano Engine Reinforcement Learning for LLMs

verl is a flexible, efficient and production-ready RL training library for large language models (LLMs). verl is the open-source version of HybridFlow: A Flexible and Efficient RLHF Framework paper.