Gremlin | BestHub

DataFunSummit

Oct 14, 2022 · Databases

ByteGraph: ByteDance’s In‑house Graph Database Architecture and Implementation

ByteGraph is ByteDance’s internally developed graph database that stores and queries massive graph data efficiently, featuring a three‑layer architecture of query engine, storage engine, and disk storage, supporting Gremlin, partitioning, indexing, caching, high availability, and integration with online/offline data pipelines.

ByteGraphDistributed StorageGremlin

0 likes · 12 min read

ByteGraph: ByteDance’s In‑house Graph Database Architecture and Implementation

DataFunTalk

May 30, 2022 · Big Data

ByteGraph: ByteDance’s Self‑Developed Graph Database – Architecture, Data Model, Query Language, and Operational Challenges

This article introduces ByteDance’s self‑developed graph database ByteGraph, covering its fundamentals, use‑case scenarios, data model and Gremlin query language, architecture and implementation details, and key challenges such as indexing, hot‑spot handling, resource allocation, high availability, and offline‑online data fusion.

Big DataByteGraphDistributed Storage

0 likes · 14 min read

ByteGraph: ByteDance’s Self‑Developed Graph Database – Architecture, Data Model, Query Language, and Operational Challenges

Baidu Geek Talk

Aug 25, 2021 · Databases

Applying Graph Database Technology to Baidu Chinese Dictionary Service

To meet Baidu Chinese’s need for sub‑200 ms responses on multi‑hop queries across millions of dictionary entities, the team replaced MySQL with the open‑source HugeGraph graph database backed by RocksDB, deploying a multi‑master, REST‑enabled architecture with caching, bulk loading, and a data‑intervention platform to ensure fast, reliable traversal of semantic relationships.

Baidu ChineseGremlinHugeGraph

0 likes · 12 min read

Applying Graph Database Technology to Baidu Chinese Dictionary Service

DevOps

Jul 12, 2021 · Operations

The First Four Chaos Experiments to Run on Apache Kafka

This article explains how to use chaos engineering with Gremlin to design, execute, and analyze four experiments that test Kafka broker load, message loss, split‑brain scenarios, and ZooKeeper outages, helping improve the reliability and resilience of Kafka deployments.

Chaos EngineeringGremlinKafka

0 likes · 18 min read

The First Four Chaos Experiments to Run on Apache Kafka

DevOps

May 24, 2021 · Operations

Chaos Engineering: Embracing Failure – Insights from Ana Medina’s Talk

The article recounts Ana Medina’s presentation on chaos engineering, explaining how deliberately injecting failure through practices such as blast‑radius experiments, game days, Thursday takedowns, and on‑call training builds resilient systems and a culture that learns from mistakes.

Blast RadiusChaos EngineeringFailure Culture

0 likes · 18 min read

Chaos Engineering: Embracing Failure – Insights from Ana Medina’s Talk

Architects Research Society

Aug 17, 2020 · Databases

Interview with JanusGraph PMC Members on Graph Database Landscape, Neo4j Comparison, and Deployment Best Practices

In this interview, JanusGraph PMC members Florian Hockmann and Jason Plurad discuss the project's origins, compare JanusGraph with Neo4j, share advice for production deployments, outline future expectations for JanusGraph and TinkerPop, and provide practical tips for graph modeling and community contribution.

CassandraElasticsearchGremlin

0 likes · 16 min read

Interview with JanusGraph PMC Members on Graph Database Landscape, Neo4j Comparison, and Deployment Best Practices

DataFunTalk

Feb 26, 2020 · Databases

ByteGraph: ByteDance’s Distributed Graph Database and Graph Computing System – Architecture, Data Model, and Practices

This article presents an in‑depth technical overview of ByteGraph, ByteDance’s self‑built distributed graph database and its accompanying graph‑computing engine, covering graph data characteristics, the directed‑property graph model, API design, three‑tier system architecture, storage strategies using KV stores and B‑Trees, hotspot handling, indexing, and future research directions.

B-TreeByteGraphDistributed Storage

0 likes · 33 min read

ByteGraph: ByteDance’s Distributed Graph Database and Graph Computing System – Architecture, Data Model, and Practices

58 Tech

Aug 16, 2019 · Databases

Introduction to Knowledge Graphs and JanusGraph: Architecture, Schema Design, and Traversal

This article explains the rapid development of knowledge graphs, why graph databases like JanusGraph are preferred over relational databases for large‑scale semantic networks, and provides a step‑by‑step guide covering JanusGraph architecture, schema creation, Gremlin traversal language, server deployment, data import, and query examples.

GremlinJanusGraphKnowledge Graph

0 likes · 15 min read

Introduction to Knowledge Graphs and JanusGraph: Architecture, Schema Design, and Traversal