The article examines the advantages and drawbacks of microservices versus monolithic architectures, outlines key factors that influence the decision to split, and walks through a real‑world shared‑points project, detailing a four‑step process for decomposing a monolith into independent services.
By walking through the creation of a custom Android Studio (IntelliJ) plugin that reads protobuf files and auto‑generates Service and Presenter classes, the author shows how VFS, PSI, and project‑model APIs can replace tedious manual coding, delivering roughly 5.5% time savings per requirement.
MMKV is a high‑performance, mmap‑based key‑value component that uses protobuf for serialization, offering fast writes, incremental updates, space management, and data integrity checks, making it a superior alternative to NSUserDefaults for iOS applications.
This article details the architecture and key technologies of JD’s open platform, including a high‑performance API gateway, unified metadata configuration, TCP full‑duplex long‑connection channels, Protobuf data exchange, multi‑dimensional flow control, and a reliable message‑push system designed for massive 618‑scale traffic.
This article details the end‑to‑end process of designing and deploying an operations‑focused monitoring framework, covering semantic, log, and performance monitoring, protobuf integration, implementation challenges, actual effects, and future optimization directions for large‑scale online services.
This article presents a comprehensive Java benchmark that compares JSON libraries (Jackson, Fastjson, DSL‑JSON, Jsoniter, Thrift) with Google Protocol Buffers across various data types and structures, revealing where Protobuf truly outperforms JSON and where modern JSON parsers narrow the gap.
This article describes the design, implementation, and deployment of a custom Hadoop security solution that introduces username‑password authentication via RPC, integrates a new protobuf protocol, modifies NameNode behavior, and provides rollout tools to secure a large‑scale shared Hadoop cluster without service interruption.
This tutorial explains how to set up protobuf and gRPC, generate code from .proto files, and create a simple Python client (wrapped with Flask) to query relay information for live cloud streaming services, providing a lightweight alternative to manual log inspection.
This article benchmarks Java JSON libraries against Google Protobuf, analyzing decode/encode performance for integers, doubles, strings, objects, and lists, revealing that while Protobuf often outperforms JSON, optimized JSON libraries like DSL‑JSON can narrow the gap dramatically.
The article shares Google SRE veteran Minghua Ye’s insights on App Engine’s evolution, emphasizing the critical role of automatic scalability, distributed locks, service discovery, load balancing, and open‑source tools like gRPC, Protobuf, gflags, glog, and Googletest in building reliable, high‑traffic cloud services.
This article details the design and implementation of a Go‑based backend for a ride‑hailing app, covering real‑time vehicle tracking, route planning with OSRM, bandwidth‑saving UDP + ProtoBuf communication, in‑memory storage, R‑tree indexing, and the full API workflow.
This article describes how a ride‑hailing service built a memory‑based backend that animates cars on a map, covering challenges of sparse GPS updates, route planning with OSRM, protocol selection (UDP), data serialization (Protobuf), storage architecture, geospatial indexing with R‑tree, and the final API design.
This article provides a comprehensive overview of Hyperledger Fabric’s architecture, detailing its three core components, key terminology, protobuf definitions for transactions, blocks and messages, chaincode development in Go, and proposed role‑based redesign for improved scalability.
PhxRPC is a compact, 450KB RPC framework from the WeChat backend team that uses Protobuf for IDL, offers semi‑sync/async processing with Epoll‑based IO threads, provides built‑in overload protection, and includes performance benchmarks, usage instructions, and code generation details.
This case study details how a Baidu QA team diagnosed a long‑standing memory‑growth issue caused by improper use of Protocol Buffers, identified the problematic merged_data structure, applied a scoped_ptr reset fix, and validated the improvement with monitoring and unit tests.
This article details a real‑world investigation of a memory‑growth issue in a core backend service caused by improper use of Protocol Buffers, describing the symptoms, reproduction attempts, step‑by‑step root‑cause analysis, the implemented fix, and performance verification results.
This article analyzes the architectural choices behind WeChat and Momo instant‑messaging services, covering battery and traffic constraints, network reliability, the shift from XMPP to proprietary long/short connections, protocol design with protobuf, and operational strategies for scaling massive user bases.
The article explains the concept of specialized search, its service model, and detailed backend architecture considerations such as interface standards, traffic distribution, service invocation, and component reuse, illustrated with protobuf definitions and deployment diagrams.
