Accelerate Federated Learning Model Deployment with KServe - KFServing
探索利用KServe加速联邦学习模型部署的实践。介绍Kubeflow、KFServing和推理服务工作流程,联邦学习基础知识,以及如何从水平训练的联邦学习模型创建服务。
A Full-Scenario Colocation of Workloads Based on Kubernetes
Maximizing resource utilization through workload colocation on Kubernetes, featuring techniques like prediction, isolation, and interference detection for cost-effective, high-performance deployments.
Bagua - Lightweight Distributed Learning on Kubernetes
Explore Bagua, a high-performance distributed deep learning project for Kubernetes, offering innovative communication algorithms and seamless integration for efficient training across various scenarios.
C++ Workflow - Task-based Parallel Computing and Asynchronous Networking Engine
基于任务的并行计算和异步网络引擎,支持高并发请求处理。整合通信、计算、IO等异步资源,提供任务流概念实现复杂业务逻辑。跨平台、多协议,具备服务管理和负载均衡能力。
Accelerating Robot Application Development with Kubernetes
Explore how cloud-native technologies and Kubernetes accelerate robot application development, from containerization to simulation, deployment, and fleet operations.
Beyond CUDA - GPU Accelerated Computing on Cross-Vendor Graphics Cards with Vulkan Kompute - AMD, Qualcomm, NVIDIA & Friends
Explore cross-vendor GPU computing with Vulkan and Kompute. Learn to write GPU-accelerated machine learning algorithms using Python and C++, applicable to various GPUs including AMD, Qualcomm, and NVIDIA.
Chaos Mesh 2.0 - Make Chaos Engineering Easy
Explore Chaos Mesh 2.0, an open-source platform simplifying chaos engineering for cloud-native systems. Learn key features, conduct experiments, and integrate chaos testing into your workflow.
Achieving Faas + Dapr + K8S Technology Integration, and Build a New Alibaba Cloud Serverless R&D System
探讨如何整合FaaS、Dapr和Kubernetes技术,突破性能瓶颈,实现高密度部署和高频创建删除,扩展FaaS边界,并大规模迁移现有应用到无服务器架构。
Build a Large Scale Cloud Native CI/CD System Based on Tekton
探索基于Tekton构建大规模云原生CI/CD系统，解决多集群跨区域部署挑战。分享ByteDance实践经验，包括性能优化和安全问题解决方案。
DNS Failure Observability and Diagnosis in Kubernetes
Kubernetes中DNS故障的可观测性与诊断方法，包括常见场景、CoreDNS插件、DNSTAP协议和基于BPF的客户端诊断，助您快速定位和解决DNS问题。
gRPC Proxyless Service Mesh
Spotify's journey in adopting gRPC Proxyless Service Mesh: challenges, benefits, and lessons learned from migrating a large-scale streaming infrastructure.
Scale the Internet with DNS - A CoreDNS Deep Dive
Explore CoreDNS's extensible architecture, cloud-native integrations, and scalability. Learn to use it across hybrid environments and create custom plugins for service discovery.
Scala - The Unpredicted Lingua Franca for Data Science
Explore how Scala has become a key language for data science, offering distributed computing capabilities and integrating seamlessly with big data technologies like Apache Spark.
The Structure of Programming Revolutions
Explore the paradigm shift from object-oriented to functional programming, examining key concepts, values, and challenges in adopting a new programming mindset.
Towards a Safe, Sane I O Library in Scala
Explore better-files, a Scala wrapper for Java NIO, offering simplified I/O operations. Learn about design challenges, API approaches, and practical solutions for efficient file system interactions.
Metaprogramming 2.0
Explore Scala metaprogramming's evolution, current capabilities, and future prospects. Learn about Scala Meta, its applications, and improvements in macros for enhanced code analysis and manipulation.
Trading in Futures
Explore Scala Futures in 2.12, learn new features, avoid common pitfalls, and discover useful programming patterns for asynchronous and concurrent programming.
One Microservices is No Microservice - They Come in Systems
Explore the challenges and solutions of building microservices-based systems, focusing on distributed systems complexities and a new development approach for creating scalable, flexible JVM microservices.
Polymorphic Record Types in a Lifted Embedding
Explore Slick's lifted embedding for database operations in Scala, focusing on polymorphic record types, abstractions for tuples, and functional dependencies in DSL design.
Hands on Introduction to Distributed Systems Concepts with Akka Clustering
Explore distributed systems concepts through a hands-on demonstration using Akka and Raspberry Pi's. Learn about cluster management, gossip protocols, and leader election in a gamified, interactive format.
Reactive Microservices with Akka and Docker
Explore building resilient distributed systems using Akka and Docker, focusing on Reactive microservices architecture, HTTP/JSON marshalling, persistence, and deployment strategies.