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Latest from Zuoyebang Tech Team

40 recent articles

Zuoyebang Tech Team

Jun 12, 2025 · Information Security

How AI‑Powered RAG and Agents Are Revolutionizing Enterprise Security Operations

This article explains how the rise of AI large‑model technology and Retrieval‑Augmented Generation (RAG) combined with autonomous AI agents enable a three‑layer network‑boundary defense, address deep operational challenges such as alert overload and response latency, and dramatically improve incident‑response efficiency in large‑scale enterprises.

AI agentsAI securityRAG

0 likes · 16 min read

How AI‑Powered RAG and Agents Are Revolutionizing Enterprise Security Operations

Zuoyebang Tech Team

Feb 19, 2024 · Databases

How OceanBase’s HTAP Architecture Solved Our MySQL Scaling Pain Points

Facing rapid data growth, our team struggled with MySQL scaling, costly distributed refactoring, and inflexible storage; by adopting OceanBase’s native distributed HTAP platform we achieved elastic scaling, strong consistency, over 60% storage savings, and multi‑tenant performance gains for both OLTP and OLAP workloads.

Database MigrationHTAPMySQL

0 likes · 9 min read

How OceanBase’s HTAP Architecture Solved Our MySQL Scaling Pain Points

Zuoyebang Tech Team

Dec 28, 2023 · Big Data

How We Scaled Our Data Platform by Migrating to Apache DolphinScheduler

Facing growing task volumes and diverse workload types, we upgraded our data development platform's scheduling engine to Apache DolphinScheduler, detailing the migration process, architectural enhancements, stability and observability improvements, multi‑tenant support, and the resulting performance gains and future roadmap.

Apache DolphinSchedulerMigrationbig data

0 likes · 12 min read

How We Scaled Our Data Platform by Migrating to Apache DolphinScheduler

Zuoyebang Tech Team

Dec 22, 2023 · Databases

Unlocking Intelligent Database Operations: Inside Zyb’s Multi‑Cloud Platform

This article details how Zyb’s multi‑cloud database platform integrates diverse database types, a unified proxy layer, intelligent lifecycle management, automated task orchestration, monitoring, resource allocation, backup, and fault‑handling to achieve efficient, reliable, and secure database operations across cloud environments.

BackupIntelligent OperationsMonitoring

0 likes · 19 min read

Unlocking Intelligent Database Operations: Inside Zyb’s Multi‑Cloud Platform

Zuoyebang Tech Team

Oct 19, 2023 · Artificial Intelligence

How AI and Big Data Are Transforming Education: Insights from Zuoyebang’s Chief Scientist

At the GET2023 Education Technology Conference, Zuoyebang’s chief scientist Song Yang detailed how AI, large language models, big data, and smart hardware are reshaping learning experiences across subjects, from math problem generation to interactive programming assistants, and outlined the company’s vision for AI‑driven education.

AI in EducationEducational Technologylarge language models

0 likes · 12 min read

How AI and Big Data Are Transforming Education: Insights from Zuoyebang’s Chief Scientist

Zuoyebang Tech Team

Jul 28, 2023 · Operations

How Ops Teams Can Thrive in the Cloud‑Native Era: Strategies and Lessons

This article explores how the rise of cloud‑native technologies forces traditional operations to transform into service‑oriented platforms, detailing new organizational structures, the OPaS model, onion‑layered migration, practical steps, and key lessons for successful ops modernization.

DevOpsTransformationcloud-native

0 likes · 19 min read

How Ops Teams Can Thrive in the Cloud‑Native Era: Strategies and Lessons

Zuoyebang Tech Team

Nov 25, 2022 · Databases

Cut Storage Costs 400%: Inside BitalosDB’s High‑Performance KV Engine

An in‑depth look at BitalosDB, the home‑grown NoSQL storage engine behind Zuoyebang’s massive KV traffic, covering its novel IO architecture, KV‑separation design, Raft‑based consistency, multi‑cloud CRDT replication, and benchmark results that show up to 400% cost savings versus standard Redis.

CRDTDatabase PerformanceKV storage

0 likes · 11 min read

Cut Storage Costs 400%: Inside BitalosDB’s High‑Performance KV Engine

Zuoyebang Tech Team

Nov 17, 2022 · Artificial Intelligence

Scaling Deep Learning Model Serving: High‑Concurrency, Low‑Latency Solutions

This article examines the challenges of deploying dozens of deep‑learning models at Zuoyebang and compares three serving architectures—Gunicorn + Flask + Transformers, Tornado + PyTorch, and Tornado + Triton—highlighting performance trade‑offs and presenting a final high‑concurrency, low‑latency solution in production.

High ConcurrencyTritondeep learning

0 likes · 11 min read

Scaling Deep Learning Model Serving: High‑Concurrency, Low‑Latency Solutions

Zuoyebang Tech Team

Nov 14, 2022 · Cloud Native

How We Built a Multi‑Cloud, Multi‑Active Architecture at Zuoyebang

This article details Zuoyebang's journey from a single‑cloud setup to a multi‑cloud, multi‑active architecture, covering business drivers, design principles, network planning, compute and storage strategies, traffic scheduling, container migration, operational management, and the measurable cost, stability, and efficiency benefits achieved.

DevOpsarchitecturecloud-native

0 likes · 19 min read

How We Built a Multi‑Cloud, Multi‑Active Architecture at Zuoyebang

Zuoyebang Tech Team

Nov 9, 2022 · Artificial Intelligence

Boost Data Annotation Efficiency with VAPAL: Active Learning Meets Virtual Adversarial Perturbation

This article explains how a pool‑based active learning framework that combines uncertainty sampling (using BADGE, ALPS, or virtual adversarial perturbations) with diversity‑driven clustering can dramatically cut labeling costs for Transformer‑based NLP models, and presents experimental results showing VAPAL’s competitive performance and early‑stage advantages.

Data AnnotationNLPactive learning

0 likes · 10 min read

Boost Data Annotation Efficiency with VAPAL: Active Learning Meets Virtual Adversarial Perturbation