BestHub
Sign in
Tagged articles
686 articles
Page 2 of 7
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Dec 16, 2024 · Cloud Native

Understanding Event‑Driven Architecture with Knative Eventing, Serverless and EventBridge

This article explains the fundamentals of event‑driven architecture, introduces Knative Eventing as a cloud‑native serverless framework, details its broker/trigger model, event sources, orchestration patterns such as Sequence and Parallel, and shows how to integrate it with Alibaba Cloud EventBridge while comparing it to KEDA.

Event-drivenEventBridgeKEDA
0 likes · 16 min read
Understanding Event‑Driven Architecture with Knative Eventing, Serverless and EventBridge
JavaEdge
JavaEdge
Dec 15, 2024 · Cloud Computing

Is Serverless a Scam? Uncovering Hidden Costs, Complexity, and Reliability Risks

The article argues that serverless platforms often hide high costs, operational complexity, and reliability issues, contrasting them with traditional VPS and Cloudflare solutions while highlighting DDoS protection, pricing traps, and the challenges of managing micro‑service architectures.

DDoS protectionServerlesscloud computing
0 likes · 11 min read
Is Serverless a Scam? Uncovering Hidden Costs, Complexity, and Reliability Risks
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Dec 11, 2024 · Cloud Native

Cut CI/CD Costs with Alibaba Cloud Serverless Containers: A Moka Case Study

This article details how Moka migrated its CI/CD pipeline to Alibaba Cloud's serverless container service (ACS) on an ACK cluster, addressing high concurrency pain points, implementing step‑by‑step runner configuration, and achieving significant cost savings, higher resource utilization, and faster job execution.

Alibaba CloudContainerCost Optimization
0 likes · 9 min read
Cut CI/CD Costs with Alibaba Cloud Serverless Containers: A Moka Case Study
Efficient Ops
Efficient Ops
Nov 7, 2024 · Operations

Automating Flink Task Deployment with Tekton, GitLab, and Serverless K8s

This guide details how to automate the full lifecycle of Flink tasks—including environment setup, integration, building, deployment, and task control—using GitLab, Tekton CI/CD, serverless containers on Alibaba Cloud, and Kubernetes, all orchestrated via Feishu cards.

AutomationFlinkKubernetes
0 likes · 4 min read
Automating Flink Task Deployment with Tekton, GitLab, and Serverless K8s
Cloud Native Technology Community
Cloud Native Technology Community
Nov 7, 2024 · Cloud Native

Top Microservices Trends Shaping 2025: Edge, Serverless, AI & More

Microservices are evolving toward 2025 with trends such as edge computing, container orchestration via Kubernetes, DevSecOps, serverless functions, AI-driven management, advanced observability, API gateways, service meshes, multi-language services, event-driven designs, improved data handling, low-code integration, and stronger resilience, reshaping agile, scalable software development.

AICloud NativeDevSecOps
0 likes · 10 min read
Top Microservices Trends Shaping 2025: Edge, Serverless, AI & More
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Oct 23, 2024 · Cloud Computing

How Elasticsearch Serverless Cuts Log Analysis Costs by 50%

At the 2024 Cloud Xi Conference, Alibaba Cloud expert Jia Xinyu detailed how Elasticsearch Serverless addresses core log‑analysis pain points with out‑of‑the‑box, high‑performance, pay‑as‑you‑go capabilities, delivering significant cost savings and eliminating operational overhead.

Cost OptimizationElasticsearchServerless
0 likes · 14 min read
How Elasticsearch Serverless Cuts Log Analysis Costs by 50%
Alibaba Cloud Native
Alibaba Cloud Native
Oct 19, 2024 · Cloud Native

How ApsaraMQ’s Serverless Architecture Powers AI with Event‑Driven Messaging

The talk outlines ApsaraMQ’s journey to a fully serverless, cloud‑native messaging platform, detailing its compute‑storage separation, stateless proxy functions, RDMA‑enhanced performance, elastic scaling mechanisms, and how its event‑driven architecture empowers real‑time AI applications through seamless data vectorization.

AI integrationEvent-drivenMessage Queue
0 likes · 19 min read
How ApsaraMQ’s Serverless Architecture Powers AI with Event‑Driven Messaging
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Sep 27, 2024 · Big Data

How Alibaba Cloud’s New Vectorized Engines Are Revolutionizing Real‑Time Big Data Processing

At the 2024 Cloud Xi Conference, Alibaba Cloud unveiled a suite of vectorized big‑data solutions—including the Flash engine for Flink, EMR Serverless Spark with a 300% speed boost, upgraded lakehouse architecture, and real‑world case studies—showcasing massive performance gains, cost reductions, and broader serverless adoption.

Big DataData LakeFlink
0 likes · 8 min read
How Alibaba Cloud’s New Vectorized Engines Are Revolutionizing Real‑Time Big Data Processing
DataFunSummit
DataFunSummit
Sep 25, 2024 · Big Data

Evolution of Big Data AI Development Paradigm and Alibaba Cloud’s Integrated Architecture

This article examines how large‑scale big‑data platforms can simplify AI application development, outlines the shift from model‑centric to data‑centric paradigms, and shares Alibaba Cloud’s practical experiences in building an integrated big‑data‑AI architecture, including MaxCompute, Hologres, MaxFrame, and vector search capabilities.

AI integrationBig DataData Platform
0 likes · 19 min read
Evolution of Big Data AI Development Paradigm and Alibaba Cloud’s Integrated Architecture
Alibaba Cloud Native
Alibaba Cloud Native
Sep 11, 2024 · Information Security

Securing Serverless Containers with Cloud Security Center: Architecture & Challenges

The article explains how Cloud Security Center protects Serverless container workloads through vulnerability scanning, intrusion detection, baseline checks, and isolation, outlines the integration architecture and workflow, examines key challenges such as multi‑tenant isolation, resource consumption and blast‑radius control, and presents test results and future security roadmap.

Container SecurityServerlesscloud security
0 likes · 10 min read
Securing Serverless Containers with Cloud Security Center: Architecture & Challenges
Alibaba Cloud Infrastructure
Alibaba Cloud Infrastructure
Sep 3, 2024 · Cloud Native

Integrating Alibaba Cloud Knative with Service Mesh ASM: Architecture, Deployment, and Best Practices

This article explains how Alibaba Cloud Knative, built on Kubernetes, works with the ASM service mesh to provide serverless capabilities, detailing its architecture, deployment steps, code examples, and advanced traffic management features such as rate limiting, circuit breaking, and priority scheduling.

Circuit BreakingServerlessrate-limiting
0 likes · 23 min read
Integrating Alibaba Cloud Knative with Service Mesh ASM: Architecture, Deployment, and Best Practices
Liangxu Linux
Liangxu Linux
Aug 29, 2024 · Fundamentals

Run Linux Directly in Your Browser: Exploring the WebVM Virtual Machine

This article explains what a virtual machine is, why it’s useful, and introduces WebVM—an open‑source, server‑less Linux VM that runs entirely in the browser using WebAssembly and the CheerpX engine, highlighting its features, language support, and future potential.

Browser-based LinuxCheerpXServerless
0 likes · 5 min read
Run Linux Directly in Your Browser: Exploring the WebVM Virtual Machine
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
Aug 20, 2024 · Cloud Native

Four Common Microservice Deployment Strategies Explained

This article outlines four typical microservice deployment approaches—instance deployment, container deployment, serverless deployment, and container orchestration—detailing their architectures, benefits, drawbacks, and practical illustrations to help developers choose the most suitable method for scalable, efficient cloud-native applications.

DeploymentServerlesscontainerization
0 likes · 7 min read
Four Common Microservice Deployment Strategies Explained
Huawei Cloud Developer Alliance
Huawei Cloud Developer Alliance
Aug 14, 2024 · Cloud Computing

How Huawei’s YuanRong Is Redefining General-Purpose Serverless Computing

Huawei Cloud unveiled YuanRong, a general‑purpose serverless platform presented at ACM SIGCOMM 2024, which tackles core challenges of function coordination, cold‑start latency, external state handling, and backend integration, and demonstrates its impact through automotive IoV and ERP case studies while outlining future AI‑driven innovations.

Distributed SystemsFunction Cold StartHuawei Cloud
0 likes · 12 min read
How Huawei’s YuanRong Is Redefining General-Purpose Serverless Computing
ByteDance Cloud Native
ByteDance Cloud Native
Aug 7, 2024 · Artificial Intelligence

Deploy Stable Diffusion in 5 Minutes with Volcengine’s Continuous Delivery CP

Learn how to quickly launch a Stable Diffusion WebUI service in just five minutes using Volcengine’s cloud‑native continuous delivery platform, which abstracts Kubernetes complexities, provides pre‑configured AI templates, serverless VCI deployment, automatic scaling, API gateway access, and includes a Python client for image generation.

AI deploymentCloud NativePython
0 likes · 14 min read
Deploy Stable Diffusion in 5 Minutes with Volcengine’s Continuous Delivery CP
Alibaba Cloud Native
Alibaba Cloud Native
Aug 1, 2024 · Artificial Intelligence

Deploy ComfyUI on Alibaba Cloud Function Compute in Three Simple Steps

This guide walks you through deploying the open‑source AI image‑generation tool ComfyUI on Alibaba Cloud Function Compute, covering prerequisite services, step‑by‑step configuration of the app and NAS storage, workflow execution, custom node installation, and cleanup to avoid unexpected charges.

AI image generationAlibaba CloudComfyUI
0 likes · 15 min read
Deploy ComfyUI on Alibaba Cloud Function Compute in Three Simple Steps
Alibaba Cloud Native
Alibaba Cloud Native
Jul 30, 2024 · Cloud Native

Deploy ComfyUI as a Serverless API for Scalable AI Image Generation

This article explains how to transform ComfyUI into a serverless API using Alibaba Cloud Function Compute, detailing the challenges of GPU resource costs, high concurrency, and usability, while providing a step‑by‑step guide, code examples, and best‑practice recommendations for building scalable AI drawing applications.

AI image generationAPIComfyUI
0 likes · 21 min read
Deploy ComfyUI as a Serverless API for Scalable AI Image Generation
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Jul 22, 2024 · Databases

Why StarRocks Is Redefining Fast Unified OLAP Analytics

StarRocks combines vectorized execution, a new cost‑based optimizer, materialized views, a real‑time storage engine, pipeline execution, and distributed joins to deliver a unified, high‑performance OLAP solution that supports both traditional and lakehouse analytics while reducing operational complexity.

CBOLakehouseOLAP
0 likes · 14 min read
Why StarRocks Is Redefining Fast Unified OLAP Analytics
21CTO
21CTO
Jul 16, 2024 · Cloud Native

How Amazon’s Distill CLI Uses Rust and AI to Auto‑Summarize Meetings

Amazon CTO Werner Vogels released the open‑source Distill CLI, a Rust‑based tool that leverages Amazon Transcribe, Bedrock, S3, Lambda and the CDK to automatically transcribe and summarize meeting recordings, offering multiple output formats and significant performance gains.

BedrockCLIServerless
0 likes · 6 min read
How Amazon’s Distill CLI Uses Rust and AI to Auto‑Summarize Meetings
DataFunTalk
DataFunTalk
Jun 26, 2024 · Big Data

Evolution of the Big Data + AI Development Paradigm and Alibaba Cloud’s Integrated Architecture

This article examines how the big‑data AI development paradigm has shifted from model‑centric to data‑centric workflows, outlines the challenges of integrating data and AI teams, and details Alibaba Cloud’s end‑to‑end, serverless big‑data platform—including MaxCompute, Hologres, MaxFrame, Object Table, and vector search—designed to accelerate large‑scale AI applications.

AI integrationBig DataData Platform
0 likes · 20 min read
Evolution of the Big Data + AI Development Paradigm and Alibaba Cloud’s Integrated Architecture
Rare Earth Juejin Tech Community
Rare Earth Juejin Tech Community
Jun 18, 2024 · Backend Development

Graceful Shutdown in Go: Designing Robust Service Termination with the GS Library

This article describes a real‑world incident where rapid pod scaling caused order‑submission failures in a serverless e‑commerce platform, analyzes the root causes, and presents a Go‑based graceful‑shutdown solution—including ASyncClose, SyncClose, and ForceSyncClose modes—implemented in the open‑source GS library to help developers reliably terminate services.

Backend DevelopmentGoGraceful Shutdown
0 likes · 21 min read
Graceful Shutdown in Go: Designing Robust Service Termination with the GS Library
360 Smart Cloud
360 Smart Cloud
Jun 14, 2024 · Cloud Native

Knative Eventing: Concepts, Core Components, and Practical Usage Patterns (Source‑to‑Sink, Channel & Subscription, Broker & Trigger)

This article introduces Knative Eventing concepts and core components, then demonstrates three practical usage patterns—Source‑to‑Sink, Channel and Subscription, and Broker and Trigger—through step‑by‑step examples, Kubernetes manifests, and command‑line operations, highlighting event flow, filtering, and reply handling.

CloudNativeEventDrivenKnative
0 likes · 32 min read
Knative Eventing: Concepts, Core Components, and Practical Usage Patterns (Source‑to‑Sink, Channel & Subscription, Broker & Trigger)
ByteDance Cloud Native
ByteDance Cloud Native
Jun 3, 2024 · Cloud Native

How to Build High‑Availability Kubernetes Clusters with Volcengine VKE & VCI

This guide explains how Volcengine's VKE (Kubernetes Engine) and VCI (Elastic Container Instance) enable high‑availability, multi‑AZ deployments, covering cluster creation, control‑plane distribution, virtual node configuration, inventory‑aware scheduling, and practical YAML examples for resilient cloud‑native workloads.

Cloud NativeContainer ServiceKubernetes
0 likes · 14 min read
How to Build High‑Availability Kubernetes Clusters with Volcengine VKE & VCI
Alibaba Cloud Native
Alibaba Cloud Native
May 23, 2024 · Cloud Native

Deploy Any App to Alibaba Cloud SAE in Two Simple Steps

Learn how to quickly deploy a source‑code project to Alibaba Cloud's Serverless Application Engine (SAE) in just two steps—preparing a Git repository and creating an application—using the open‑source Excalidraw example, with detailed configuration, security, performance, and upgrade insights.

Alibaba CloudDeploymentSAE
0 likes · 8 min read
Deploy Any App to Alibaba Cloud SAE in Two Simple Steps
DaTaobao Tech
DaTaobao Tech
May 22, 2024 · Cloud Native

AONE Serverless Quality Assurance: Design, Testing, and Monitoring

The article explains how AONE Serverless separates development and operations domains to enable independent iteration and lower costs, details a QA workflow—functional regression, performance testing, monitoring verification, reverse‑engineered interfaces, automated API traffic replay, and isolated pressure testing— and reports deployment build time cuts of 17% and overall deployment reductions up to 44%, while outlining challenges and future plans for layered automation and plugin‑based extensions.

Cloud NativeServerlessquality assurance
0 likes · 9 min read
AONE Serverless Quality Assurance: Design, Testing, and Monitoring
360 Smart Cloud
360 Smart Cloud
May 22, 2024 · Cloud Computing

Building a Serverless Image Processing Service with Function Compute and Event Bus

This article explains how to build a serverless image‑processing pipeline that automatically compresses and watermarks uploaded pictures by deploying Go functions, configuring event‑bus rules, enabling OBS notifications, and linking them together, highlighting cost, scalability, and maintenance advantages over traditional architectures.

Function ComputeImage ProcessingServerless
0 likes · 12 min read
Building a Serverless Image Processing Service with Function Compute and Event Bus
dbaplus Community
dbaplus Community
May 20, 2024 · Cloud Computing

Why Kubernetes Is So Expensive and How Serverless Can Slash Costs

The article explains why Kubernetes, once praised for cost savings, now incurs high operational expenses due to container replication, sidecar overhead, and slow startup, and shows how serverless and WebAssembly approaches can dramatically reduce those costs while preserving reliability.

ContainersCost OptimizationKubernetes
0 likes · 14 min read
Why Kubernetes Is So Expensive and How Serverless Can Slash Costs
21CTO
21CTO
May 19, 2024 · Fundamentals

IBM Expands Qiskit into a Full Quantum Computing Stack with AI‑Powered Tools

IBM announced a comprehensive expansion of its open‑source quantum computing platform Qiskit, adding middleware, serverless components, and a generative AI coding assistant to streamline building, optimizing, and executing quantum circuits on over 100‑qubit hardware, boosting performance and accessibility for researchers.

AIIBMQiskit
0 likes · 3 min read
IBM Expands Qiskit into a Full Quantum Computing Stack with AI‑Powered Tools
php Courses
php Courses
May 13, 2024 · Backend Development

The Current State and Future Trends of PHP in Web Development

This article examines PHP’s evolution over the past two decades, outlines its present strengths such as performance gains in PHP 7 and community vitality, and explores emerging trends—including modern language features, cloud‑native integration, serverless adoption, and performance optimization—that will shape its future role in backend web development.

ModernizationPHPServerless
0 likes · 7 min read
The Current State and Future Trends of PHP in Web Development
Mike Chen's Internet Architecture
Mike Chen's Internet Architecture
May 7, 2024 · Cloud Native

Four Main Microservice Deployment Patterns Explained

This article introduces four primary microservice deployment models—multi‑instance, containerized, serverless, and container‑orchestration—detailing their architectures, advantages, drawbacks, and typical use cases for building scalable, efficient cloud‑native applications.

DeploymentDocker SwarmKubernetes
0 likes · 7 min read
Four Main Microservice Deployment Patterns Explained
Alibaba Cloud Native
Alibaba Cloud Native
Apr 12, 2024 · Cloud Native

How to Run Knative Serverless on Alibaba Cloud Spot Instances for Cost Savings

Learn how to integrate Alibaba Cloud's low‑cost spot (preemptible) instances with Knative serverless workloads, configure pod annotations, handle automatic replacement, monitor eviction events, and apply best‑practice YAML settings to achieve cost‑effective, resilient deployments on a cloud‑native platform.

Alibaba CloudKnativeKubernetes
0 likes · 13 min read
How to Run Knative Serverless on Alibaba Cloud Spot Instances for Cost Savings
Alibaba Cloud Native
Alibaba Cloud Native
Apr 11, 2024 · Cloud Native

How RocketMQ 5.0 EventBridge Powers Cloud‑Native Event‑Driven Architecture

This article explores the evolution of message middleware, defines event‑driven architecture, explains why it resurfaces in the cloud era, and details RocketMQ 5.0 EventBridge’s design—its CloudEvents‑based abstraction, schema support, rule engine, observability, and real‑world use cases—offering practical guidance for building scalable, decoupled systems.

Event-Driven ArchitectureEventBridgeIoT
0 likes · 15 min read
How RocketMQ 5.0 EventBridge Powers Cloud‑Native Event‑Driven Architecture
Alibaba Cloud Native
Alibaba Cloud Native
Mar 31, 2024 · Cloud Native

Cut OSS Storage Costs with Real‑Time Image Processing Using Function Compute

This guide explains how to store only original images in Alibaba Cloud OSS and use Object Process Access Point (OPAP) together with Function Compute to dynamically transform images on demand for different devices, thereby reducing storage expenses while supporting flexible processing like watermarking, resizing, and format conversion.

CDNFunction ComputeImage Processing
0 likes · 9 min read
Cut OSS Storage Costs with Real‑Time Image Processing Using Function Compute
Alibaba Cloud Native
Alibaba Cloud Native
Feb 28, 2024 · Cloud Native

Building a Unified Cloud‑Native Serverless Platform Across Public Cloud and IDC with ACK One & Knative

This guide explains how to design and implement a unified cloud‑native serverless platform that runs seamlessly on public clouds and on‑premise IDC clusters using Alibaba Cloud ACK One, Kubernetes, and Knative, covering architecture, key components, deployment steps, and best‑practice recommendations.

ACK OneKnativeKubernetes
0 likes · 11 min read
Building a Unified Cloud‑Native Serverless Platform Across Public Cloud and IDC with ACK One & Knative
Cloud Native Technology Community
Cloud Native Technology Community
Feb 23, 2024 · Cloud Native

Why the Serverless Revolution Has Stalled: Promises, Challenges, and Reality

Despite early hype that serverless computing would usher a new era of scalable, cost‑effective applications, this article examines its historical roots, unfulfilled promises, and four key obstacles—including limited language support, vendor lock‑in, performance issues, and inability to run entire applications—explaining why the revolution has stalled.

ScalabilityServerlesscloud computing
0 likes · 13 min read
Why the Serverless Revolution Has Stalled: Promises, Challenges, and Reality
Ctrip Technology
Ctrip Technology
Feb 22, 2024 · Backend Development

Design and Implementation of a Serverless Data Filling Engine for UnifiedPB in Ctrip Hotel Recommendation System

This article describes how Ctrip's hotel recommendation team built a serverless, configuration‑driven data‑filling engine based on UnifiedPB protobuf schemas to improve development efficiency, reduce cost, ensure data quality, and achieve unified three‑region data delivery across more than twenty recommendation scenarios.

BackendServerlessdata engineering
0 likes · 12 min read
Design and Implementation of a Serverless Data Filling Engine for UnifiedPB in Ctrip Hotel Recommendation System
Alibaba Cloud Developer
Alibaba Cloud Developer
Feb 18, 2024 · Operations

Why Software Supply Chain Consistency Is the Hidden Cost of Scaling

Software development involves both value‑creating features and unavoidable maintenance costs; this article explains how the hidden software supply chain—frameworks, libraries, runtime, cloud services, and configurations—creates consistency challenges, and proposes strategies such as explicit declarations, IaC, serverless, and mono‑repo to reduce scaling costs.

OperationsScalabilityServerless
0 likes · 21 min read
Why Software Supply Chain Consistency Is the Hidden Cost of Scaling
Alibaba Cloud Native
Alibaba Cloud Native
Jan 26, 2024 · Artificial Intelligence

Deploy a Serverless Stable Diffusion API for Scalable AI Image Generation

This guide explains how to overcome GPU cost, high‑concurrency, and model‑switching challenges by using Alibaba Cloud's Serverless Stable Diffusion API, detailing deployment steps, supported use cases, performance advantages, and the full set of RESTful endpoints for AI image creation.

AIAPIFunction Compute
0 likes · 19 min read
Deploy a Serverless Stable Diffusion API for Scalable AI Image Generation
Alibaba Cloud Native
Alibaba Cloud Native
Jan 6, 2024 · Cloud Computing

Deploy ModelScope Models to Alibaba Cloud Function Compute in 5 Minutes

This guide walks readers through using ModelScope’s SwingDeploy service to locate, configure, and instantly deploy open‑source AI models to Alibaba Cloud Function Compute, explaining the resources created, how to invoke the model via HTTP triggers, and how to optimize performance with provisioned instances, logging, and concurrency settings.

AI model servingAlibaba CloudFunction Compute
0 likes · 15 min read
Deploy ModelScope Models to Alibaba Cloud Function Compute in 5 Minutes
Alibaba Cloud Native
Alibaba Cloud Native
Dec 28, 2023 · Cloud Computing

How to Set Up No‑Code Data Dump from Alibaba Cloud Kafka to OSS

This guide explains how to use Alibaba Cloud Message Queue Kafka's no‑code, fully managed, serverless dump feature to transfer data to OSS, covering its benefits, typical scenarios, required prerequisites, step‑by‑step configuration, testing, and verification of the resulting objects.

Alibaba CloudData IntegrationKafka
0 likes · 9 min read
How to Set Up No‑Code Data Dump from Alibaba Cloud Kafka to OSS
DevOps Cloud Academy
DevOps Cloud Academy
Dec 21, 2023 · Operations

How DevOps and NoOps Transform the Software Development Lifecycle (SDLC)

DevOps and the emerging NoOps approach reshape the traditional software development lifecycle by fostering continuous development, tighter collaboration between developers and operations, and leveraging serverless technologies to automate operational tasks, thereby shortening delivery cycles and enabling startups and small applications to achieve faster, high‑quality releases.

DevOpsNoOpsSDLC
0 likes · 2 min read
How DevOps and NoOps Transform the Software Development Lifecycle (SDLC)
JavaEdge
JavaEdge
Dec 17, 2023 · Cloud Computing

Mastering AWS Lambda Error Handling: Best Practices and Advanced Strategies

This guide explains AWS Lambda error types and presents practical best‑practice solutions—including dead‑letter queues, exponential‑backoff retries, structured logging, custom error responses, and advanced techniques like X‑Ray tracing and fault injection—to help you build resilient serverless applications.

AWS LambdaError HandlingServerless
0 likes · 10 min read
Mastering AWS Lambda Error Handling: Best Practices and Advanced Strategies
DataFunSummit
DataFunSummit
Dec 17, 2023 · Big Data

Apache Kyuubi 1.8: New Features and Enhancements Overview

Apache Kyuubi 1.8 introduces a range of enhancements including multi‑tenant serverless SQL support on Spark and Flink, expanded batch and streaming capabilities, improved resource scheduling with database‑backed queues, stronger Kerberos/LDAP security, Flink YARN integration, and a new web UI for management.

Apache KyuubiBig DataFlink
0 likes · 13 min read
Apache Kyuubi 1.8: New Features and Enhancements Overview
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Dec 8, 2023 · Cloud Computing

How Alibaba Cloud EMR Powers Serverless StarRocks for Seamless Lakehouse Analytics

This article summarizes Li Yu's presentation on Alibaba Cloud EMR's deep collaboration with the StarRocks community, detailing major contributions across versions, the serverless StarRocks product’s core capabilities, and future plans to enhance OLAP‑lakehouse integration, performance, and cloud‑native elasticity.

Alibaba CloudEMRLakehouse
0 likes · 7 min read
How Alibaba Cloud EMR Powers Serverless StarRocks for Seamless Lakehouse Analytics
DaTaobao Tech
DaTaobao Tech
Dec 6, 2023 · Cloud Native

Serverless Migration of the Rights Play Platform with Ring Architecture

The Rights Play Platform migrated from the in‑house Ring JVM container framework to a Serverless architecture, eliminating custom permission logic and memory‑leak risks while achieving roughly 30% faster development cycles, 80% shorter deployments, automatic scaling, unified base services, and significantly lower operational costs.

Cloud NativeDevOpsServerless
0 likes · 14 min read
Serverless Migration of the Rights Play Platform with Ring Architecture
Spring Full-Stack Practical Cases
Spring Full-Stack Practical Cases
Dec 4, 2023 · Cloud Computing

Master Serverless with Spring Cloud Function: A Hands‑On Guide

This tutorial introduces Spring Cloud Function, explains its core concepts and benefits for serverless development, and walks through a complete example—including configuration, code snippets, HTTP endpoints, function composition, custom routing, and deployment—so readers can quickly build and test function‑based applications.

JavaServerlessSpring Boot
0 likes · 8 min read
Master Serverless with Spring Cloud Function: A Hands‑On Guide
DataFunTalk
DataFunTalk
Nov 30, 2023 · Big Data

Big Data Cloud‑Native Trends and Challenges Highlighted at the 2023 Yunqi Conference

The 2023 Yunqi Conference in Hangzhou showcased the latest advances in cloud computing and big‑data technologies, examined the evolution from big‑data 1.0 to 3.0, discussed the key difficulties of making big data cloud‑native, and presented a practical case study of MiHoYo’s cloud‑native transformation.

Alibaba CloudBig DataCloud Native
0 likes · 12 min read
Big Data Cloud‑Native Trends and Challenges Highlighted at the 2023 Yunqi Conference
Alibaba Cloud Native
Alibaba Cloud Native
Nov 23, 2023 · Cloud Native

How CDC + Serverless Functions Enable Real‑Time ETL in Cloud Native Architectures

This article explains how Alibaba Cloud's Serverless Function Compute combined with Database Change Data Capture (CDC) creates a complete, real‑time ETL pipeline, detailing the ETL model, DTS integration, architecture components, event‑driven processing, and practical use cases such as OLTP‑to‑OLAP data flow.

Alibaba CloudCDCData Integration
0 likes · 10 min read
How CDC + Serverless Functions Enable Real‑Time ETL in Cloud Native Architectures
21CTO
21CTO
Nov 17, 2023 · Backend Development

What Backend Trends Will Dominate 2024? AI, Serverless, Edge & More

This article outlines the key 2024 software development trends—AI/ML integration, serverless architectures, edge computing, zero‑trust security, IoT, ergonomic keyboards, popular programming languages, and emerging frameworks—providing developers and product leaders with a roadmap to stay competitive.

AIEdge ComputingIoT
0 likes · 12 min read
What Backend Trends Will Dominate 2024? AI, Serverless, Edge & More
Big Data Technology Architecture
Big Data Technology Architecture
Nov 14, 2023 · Big Data

Open Source Big Data Platform 3.0: Streaming Lakehouse, Serverless Architecture, and AI Integration

The talk outlines the evolution of Alibaba Cloud's open‑source big data platform from Hadoop‑based EMR to a 3.0 architecture featuring a streaming lakehouse, full serverless compute and storage, AI‑driven operations, and upcoming vector search services, highlighting technical motivations, challenges, and product releases.

Big DataLakehouseServerless
0 likes · 14 min read
Open Source Big Data Platform 3.0: Streaming Lakehouse, Serverless Architecture, and AI Integration
Alibaba Cloud Big Data AI Platform
Alibaba Cloud Big Data AI Platform
Nov 13, 2023 · Big Data

Hologres Serverless Journey: How Alibaba Built Real-Time Data Warehousing

In this talk, Alibaba Cloud’s senior technologist Jiang Weihua outlines the evolution of Hologres from a dedicated instance to a fully serverless, multi‑tenant real‑time data warehouse, detailing key challenges such as storage‑compute separation, shard replication, isolation, elasticity, high availability, and the resulting performance and cost benefits.

Big DataHologresServerless
0 likes · 18 min read
Hologres Serverless Journey: How Alibaba Built Real-Time Data Warehousing
AntTech
AntTech
Nov 10, 2023 · Cloud Native

Highlights of the 2023 Financial Industry Cloud‑Native Green Computing Development Forum

The forum held on October 25, co‑organized by China Financial Computer magazine and Ant Group, gathered experts from eleven financial institutions to share cloud‑native and green‑computing practices—including distributed stacks, hybrid deployments, secure containers, serverless, and continuous profiling—aimed at advancing low‑carbon, high‑quality compute in the financial sector.

ContainerResource OptimizationServerless
0 likes · 4 min read
Highlights of the 2023 Financial Industry Cloud‑Native Green Computing Development Forum
Alibaba Cloud Native
Alibaba Cloud Native
Nov 8, 2023 · Cloud Native

How Apache RocketMQ Became a Cloud‑Native Unified Messaging Engine

The article outlines Apache RocketMQ's evolution from a traditional message queue to a cloud‑native, serverless‑ready unified engine that handles messaging, events, and streams, detailing its architectural milestones, edge‑cloud integration, and the new serverless‑focused features introduced in version 5.0.

Apache RocketMQEvent-drivenIoT
0 likes · 28 min read
How Apache RocketMQ Became a Cloud‑Native Unified Messaging Engine
AsiaInfo Technology: New Tech Exploration
AsiaInfo Technology: New Tech Exploration
Nov 3, 2023 · Big Data

How Cloud‑Native Transforms Big Data Platforms: Challenges, Solutions, and Future Trends

This article analyzes the rise of cloud‑native technologies in big data ecosystems, identifies key pain points such as resource scheduling, service capabilities, performance, and operations, and presents detailed technical explorations—including Volcano batch scheduling, Kyuubi serverless, vectorized computing, remote shuffle services, and storage‑compute separation—while outlining future development directions.

KubernetesServerlesscloud-native
0 likes · 23 min read
How Cloud‑Native Transforms Big Data Platforms: Challenges, Solutions, and Future Trends
Amap Tech
Amap Tech
Nov 1, 2023 · Backend Development

Gaode Go Ecosystem Evolution, Cloud‑Native Serverless Practices, and Project Refactoring Experience

The article details Gaode’s journey of building a high‑performance Go ecosystem that scaled from zero to tens of millions of QPS, comparing Go with Java and Erlang, outlining cloud‑native serverless architecture, and sharing real‑world refactoring and optimization case studies such as a million‑QPS rendering gateway and a Go‑based sharding middleware.

GoMicroservicesServerless
0 likes · 34 min read
Gaode Go Ecosystem Evolution, Cloud‑Native Serverless Practices, and Project Refactoring Experience
Alibaba Cloud Native
Alibaba Cloud Native
Oct 20, 2023 · Cloud Native

How Knative Cuts AI Service Costs by 60% and Halves Deployment Time

This article explains how Shuhe Tech combined Knative with AI workloads to achieve 60% resource cost savings and reduce model deployment cycles from one day to half a day, detailing Knative's architecture, request‑based autoscaling, multi‑version releases, and advanced scaling features.

AICloud NativeKPA
0 likes · 19 min read
How Knative Cuts AI Service Costs by 60% and Halves Deployment Time
Baidu Intelligent Cloud Tech Hub
Baidu Intelligent Cloud Tech Hub
Oct 18, 2023 · Cloud Computing

How AI Is Redefining Cloud Computing: From Scale‑Up to Serverless

The talk explores how the rise of large AI models is transforming cloud computing architecture, workloads, and services—shifting from traditional virtualization to heterogeneous compute, massive scaling, serverless infrastructures, and new networking designs that together enable agile AI‑native applications.

AI-nativeDistributed TrainingHardware acceleration
0 likes · 23 min read
How AI Is Redefining Cloud Computing: From Scale‑Up to Serverless
Alibaba Cloud Developer
Alibaba Cloud Developer
Oct 10, 2023 · Backend Development

How to Re‑Architect a Decade‑Old Financial Platform for Scalable Innovation

This article explores how architects of large, complex financial platforms can tackle technical debt, redesign legacy systems, adopt shared platform and serverless architectures, and implement low‑code, modular solutions to accelerate innovation while maintaining stability and operational efficiency.

Domain ModelingServerlessarchitecture redesign
0 likes · 27 min read
How to Re‑Architect a Decade‑Old Financial Platform for Scalable Innovation
DataFunTalk
DataFunTalk
Oct 8, 2023 · Big Data

Full-Process DataOps Practices for Large-Scale Business Data Reporting at Baidu

This article reveals how Baidu implements end‑to‑end DataOps for its commercial data products, covering challenges of massive report generation, the design of a layered data architecture, platform‑wide automation, serverless deployment, risk control, monitoring, and optimization to achieve scalable, reliable data pipelines.

Big DataDataOpsServerless
0 likes · 13 min read
Full-Process DataOps Practices for Large-Scale Business Data Reporting at Baidu
Alibaba Cloud Native
Alibaba Cloud Native
Sep 21, 2023 · Cloud Native

How Alibaba Cloud’s SAE Achieves High Stability with Diagnostic Engines and Probes

This article explains how Alibaba Cloud's Serverless Application Engine (SAE) builds end‑to‑end stability by dividing fault handling into prevention, detection, localization and recovery, using a Kubernetes‑based diagnostic engine, runtime availability probes, a unified alert center, and a plug‑in architecture for root‑cause analysis.

Cloud NativeKubernetesObservability
0 likes · 28 min read
How Alibaba Cloud’s SAE Achieves High Stability with Diagnostic Engines and Probes
MaGe Linux Operations
MaGe Linux Operations
Sep 16, 2023 · Cloud Native

Containers vs Serverless: Which Is Right for Your App?

This article explains how containers and serverless functions work, compares their architectures, resource usage, and pricing, and provides guidance on when to choose each based on startup time, scalability, language support, and workload characteristics, helping developers decide the best fit for their applications.

DeploymentScalabilityServerless
0 likes · 8 min read
Containers vs Serverless: Which Is Right for Your App?
Efficient Ops
Efficient Ops
Sep 14, 2023 · Cloud Native

How ByteDance Leverages WebAssembly for Ultra‑Lightweight Serverless Functions

This article outlines ByteDance's exploration of WebAssembly in serverless FaaS, highlighting a conference talk that covers the technology's benefits, runtime architecture, edge integration, and future micro‑service orchestration, while offering attendees practical insights and engineering details.

ByteDanceEdge ComputingFaaS
0 likes · 4 min read
How ByteDance Leverages WebAssembly for Ultra‑Lightweight Serverless Functions
Alibaba Cloud Native
Alibaba Cloud Native
Sep 3, 2023 · Cloud Native

Master Knative’s Request‑Based Autoscaling: KPA, Scale‑to‑Zero, and Advanced Strategies

This article explains how Knative implements request‑based autoscaling with KPA, details the scale‑to‑zero mechanism, shows how to handle burst traffic using stable and panic windows, and demonstrates advanced extensions such as resource pools, precise MPA scaling, and predictive AHPA configurations with concrete YAML examples.

Cloud NativeKPAKnative
0 likes · 18 min read
Master Knative’s Request‑Based Autoscaling: KPA, Scale‑to‑Zero, and Advanced Strategies
Baidu Geek Talk
Baidu Geek Talk
Aug 28, 2023 · Cloud Native

Baidu Search Vertical Offline Computing System Architecture Evolution

Baidu's search vertical offline computing system evolved through four stages—from a fragmented pre‑2018 processing setup to a unified business framework, then serverless functions, and finally a data‑intelligent architecture with multi‑layer abstraction, graph and multi‑language engines, achieving 5‑10× efficiency gains and dramatically reducing failures.

Baidu SearchCloud NativeDAG Processing
0 likes · 23 min read
Baidu Search Vertical Offline Computing System Architecture Evolution
DataFunTalk
DataFunTalk
Aug 20, 2023 · Databases

Best Practices for Building Low‑Cost Data Lake Analytics with AnalyticDB MySQL and Serverless Spark

This article presents a comprehensive technical overview of Alibaba Cloud AnalyticDB MySQL and its Serverless Spark integration, detailing architecture, core optimizations, security enhancements, and real‑world case studies that demonstrate how to achieve cost‑effective, high‑performance data lake analytics.

AnalyticDBBig DataData Lake
0 likes · 19 min read
Best Practices for Building Low‑Cost Data Lake Analytics with AnalyticDB MySQL and Serverless Spark
Ant R&D Efficiency
Ant R&D Efficiency
Aug 17, 2023 · Cloud Computing

How Ant Group’s FaaS Architecture Boosts Performance and Security

Ant Group’s FaaS platform redefines serverless computing by eliminating infrastructure overhead, offering rapid function deployment, high‑throughput low‑latency scheduling, robust security isolation, and cost‑effective scaling, while detailing its architectural components, performance optimizations, and future AI‑driven enhancements.

FaaSPerformance OptimizationSecurity
0 likes · 21 min read
How Ant Group’s FaaS Architecture Boosts Performance and Security
Tencent Database Technology
Tencent Database Technology
Aug 10, 2023 · Databases

Optimizing Buffer Pool Memory Management in TDSQL-C Serverless

This article explains the architecture of TDSQL-C Serverless buffer pool, details how InnoDB buffer pool resize works, analyzes performance bottlenecks such as IO and mutex contention, and presents optimization techniques like chunk pre‑allocation, delayed release, and hash‑resize improvements that make serverless scaling more stable.

Memory ManagementServerlessTDSQL-C
0 likes · 11 min read
Optimizing Buffer Pool Memory Management in TDSQL-C Serverless
Alibaba Cloud Native
Alibaba Cloud Native
Aug 7, 2023 · Cloud Native

How to Optimize Serverless Function Parameters for Cost and Performance

This guide explains how to evaluate and tune Serverless function settings—balancing cost, performance, and workload complexity—using built‑in estimation tools, CPU/IO benchmark results, Little's Law‑based performance probing, and Alibaba Cloud's PTS testing workflow.

Cloud NativeFunction ComputePerformance Testing
0 likes · 14 min read
How to Optimize Serverless Function Parameters for Cost and Performance
Alibaba Cloud Native
Alibaba Cloud Native
Jul 28, 2023 · Cloud Native

Deploy a Web App on Alibaba Cloud SAE: Step-by-Step Guide for the Cloud Native Challenge

This guide walks you through claiming a free SAE trial, creating a Serverless application, configuring public access, and submitting your deployment for the 4th Cloud Native Programming Challenge, providing practical steps and essential links for a successful migration to Alibaba Cloud's Serverless Application Engine.

Alibaba CloudCloud NativeDeployment
0 likes · 6 min read
Deploy a Web App on Alibaba Cloud SAE: Step-by-Step Guide for the Cloud Native Challenge
AI Cyberspace
AI Cyberspace
Jul 24, 2023 · Cloud Native

What Is Cloud Native? A Simple City Analogy and Evolution Explained

An accessible Chinese-to-English guide demystifies cloud native by likening it to a city, outlines its definition, core traits, evolution through three philosophical questions, practical “Wang’s Four Rules,” development stages from cloud‑hosted VMs to containers and serverless, and discusses applicability in private and traditional enterprises.

DevOpsKubernetesServerless
0 likes · 17 min read
What Is Cloud Native? A Simple City Analogy and Evolution Explained
21CTO
21CTO
Jul 16, 2023 · Frontend Development

What’s Driving Web Development in 2023? Key Trends You Must Know

The 2023 web development landscape is shifting toward meta‑frameworks with server‑side rendering, edge‑computing and serverless functions, revived databases, modern JavaScript runtimes, monorepos, utility‑first CSS, end‑to‑end type safety, new build tools, and AI‑assisted coding, reshaping how developers build full‑stack applications.

AIEdge ComputingJavaScript
0 likes · 21 min read
What’s Driving Web Development in 2023? Key Trends You Must Know
ByteFE
ByteFE
Jul 12, 2023 · Cloud Native

Design and Implementation of ByteFaaS Worker: A Lightweight WebAssembly‑Based Serverless Solution

ByteFaaS, ByteDance’s internal function compute platform, leverages WebAssembly to create a lightweight, cloud‑edge integrated serverless solution called ByteFaaS Worker, detailing classic versus lightweight FaaS, the WebAssembly runtime, simplified architecture, traffic scheduling, edge support, developer SDKs, and performance benefits.

Cloud NativeEdge ComputingFunction as a Service
0 likes · 28 min read
Design and Implementation of ByteFaaS Worker: A Lightweight WebAssembly‑Based Serverless Solution
Ant R&D Efficiency
Ant R&D Efficiency
Jun 26, 2023 · Cloud Native

Serverless Function Compute for Mini Programs: Architecture, Security, and Performance Optimizations

Alipay’s serverless Function Compute platform empowers mini‑program developers with a four‑stage architecture—mini program, Alipay app, gateway, and function—offering automatic elastic scaling, sub‑20 ms scheduling, sub‑100 ms cold‑starts, multi‑layer isolation, DDoS protection, and the ability to sustain 10 k QPS for reliable, low‑latency user experiences.

Cloud NativeFunction ComputeMini Program
0 likes · 18 min read
Serverless Function Compute for Mini Programs: Architecture, Security, and Performance Optimizations
Selected Java Interview Questions
Selected Java Interview Questions
May 26, 2023 · Backend Development

Amazon Prime Video Case Study: Moving from Serverless Microservices to a Monolith Cuts Costs by Over 90%

The Prime Video engineering team replaced a costly, scaling‑limited serverless microservice architecture with a streamlined monolithic solution on EC2/ECS, achieving more than a 90% reduction in infrastructure expenses while improving scalability, sparking widespread debate about the true value of microservices and serverless approaches.

AWSBackend ArchitectureCost Optimization
0 likes · 11 min read
Amazon Prime Video Case Study: Moving from Serverless Microservices to a Monolith Cuts Costs by Over 90%
Baidu Geek Talk
Baidu Geek Talk
May 25, 2023 · Cloud Native

OpenFaaS Product Background, Business Scenario, Architecture Design and Implementation

To replace wasteful physical‑machine scripts on Baidu’s Aladdin search platform, the team adopted OpenFaaS on a Kubernetes cluster, using its event‑connector, Prometheus‑driven autoscaling, and high‑availability gateway to run synchronous, scheduled, and asynchronous functions, achieving stable deployments with only 14 % CPU and 8 % memory of the original.

KubernetesResource OptimizationServerless
0 likes · 14 min read
OpenFaaS Product Background, Business Scenario, Architecture Design and Implementation