In Memory Data Grid – JBoss Datagrid (Infinispan) 에 대한 웨비나 동영상
facebook의 Server Side Architecture Group에서는 오픈나루 전준식 이사님([거침없이 배우는 JBoss: 오픈소스 미들웨어 JBoss EAP 6 & AS 7 이해하기] 저자)의 진행으로 “In Memory Data Grid-Infinispan(JBoss Data Grid)”라는 주제로 웹미나가 펼쳐졌습니다.
주요 내용은 다음과 같습니다.
Consistent Hashing 알고리즘
• The Origin
• 알고리즘
• 구현 방법
In Memory Data Grid
• Use Cases
• References
Infinispan(JBoss Data Grid)
• 주요 특징
• Library Mode & Server Mode
• Cache Topology
• Eviction & Expiration
• Cache Store
• Infinispan Code Sample
• Distributed Executor
• Map/Reduce
• Query
• Data Grid API(Transaction 등)
Performance
• RadarGun 성능 측정
• Azul Zing + JBoss Data Grid
샘플 코드
• Simple PUT/GET
• XML설정 PUT/GET
• Spring Integration 샘플
• Queue 예제
• OPENMAUR Installer 을 이용한 Live 서버 설치
• HotRod Client 샘플
샘플코드는 Github에 올린 후 다시 Update 하겠습니다.
References & Related Links
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거침없이 배우는 JBoss –  전준식 엮음/지&선(지앤선) |
Steve Yen 이 분류한 NoSQL 의 종류
Steve Yen 이 분류한 NoSQL 의 종류들은 다음과 같습니다.
- key‐value‐cache
- key‐value‐store
- consistent key‐value‐store
- ordered‐key‐value‐store
- data‐structures server
- tuple‐store
- object database
- document store
- wide columnar store
위의 분류에 따라 간단하게 제품들을 정리합니다.
| 분류 | 제품 | 설명 |
| Key-value-cache | Memchaced | Memcached is an in-memory key-value store for small chunks of arbitrary data |
| Repcached | repcached는 memcached에 데이터 복제 기능을 추가 구현 | |
| Coherence | Oracle의 Data Grid 제품 | |
| Infinispan | 오픈소스 Data Grid 제품으로 RedHat의 JBoss Data Grid 로도 유상 서비스로 구매 가능 | |
| WebSphere eXtreme Scale | IBM의 Data Grid 제품 | |
| JBoss Cache | Infinispan 의 이전 제품명 | |
| Velocity | Microsoft 의 캐시 제품 | |
| Teracotta | Terracotta는 각 캐시 노드들의 Hub 역할을 하는 분산 캐시 서버 | |
| key‐value‐store | Keyspace | Keyspace is a consistently replicated, fault-tolerant key-value store |
| FLARE | Flare는 memcached 호환 분산 key-value 스토리지 서버 | |
| RAMCloud | Designed primarily for usage within a datacenter | |
| Roma | Ruby 에서 분산 Key-Value Store | |
| eventually‐consistent
key‐value‐store |
dynamo | 아마존 웹서비스(AWS)에 NoSQL 데이터베이스(DB) |
| Project Voldemort | 분산 Key-Value 저장 시스템 | |
| dynomite | Erlang 으로 작성된 Dynamo를 복제한 오픈소스 | |
| SubRecord | SubRecord is a Distributed, scalable, non-relational, attribute-oriented storage supposed to be used in the cloud | |
| DovetailDB | DovetailDB is a schemaless, JSON-based database. It is similar in spirit to Amazon ‘s SimpleDB | |
| MemcacheDB | MemcacheDB is a Distributed Key-value storage system designed for persistent | |
| Orderd-key-value-store | tokyo Tyrant | Tokyo Tyrant is a package of network interface to the DBM called Tokyo Cabinet |
| LightCloud | LightCloud는 Tokyo Cabinet / Tokyo Tyrant를 백엔드에 사용하는 분산 key-value 데이터베이스 | |
| nmdb | nmdb is a network Database (dbm-style) for controlled networks | |
| Lux IO | Lux IO is a yet Another fast Database Manager | |
| actord | ||
| Data-structures server | redis | Redis is an Advanced Key-value store. It is similar to memcached but the dataset is not volatile |
| Tuple-store | GigaSpaces eXtreme Application Platform | The Scalable, High Performance Application Server for High-End Distributed Applications |
| coord | coord is an Open Source Implementation of a SBA (Space-based Architecture) built on DHT (Distributed Hash Table) | |
| Apache River | A Project furthering the Development and advancement of Jini Technology | |
| Object database | Zope Object Database | The ZODB is a persistence System for python Objects |
| db4objects | Java/.NET에 네이티브 db4o를 통합하면 손쉽게 저장 | |
| Project Shoal | Shoal is a Java based scalable dynamic clustering Framework that Provides Infrastructure to build fault tolerance, reliability and availability. | |
| Document store | CouchDB | Apache CouchDB is a document-oriented database that can be queried and indexed in a MapReduce fashion using JavaScript |
| mongo | The Best Features of document databases, key / values stores, and RDBMSes in one | |
| Jackrabbit | Apache Jackrabbit is a Fully conforming Implementation of the Content Repository for Java Technology API | |
| ThruDB | Thrudb is a SET of simple Services Built on top of the 아파치 Thrift Framework that Provides indexing and document Storage Services for Building and scaling WebSites | |
| CloudKit | CloudKit Provides schema-free auto-versioned, RESTful JSON storage with optional OpenID and OAuth support, including OAuth Discovery | |
| Persevere | Persevere helps you rapidly Develop data-driven JavaScript-based rich internet applications | |
| Riak Basho | Riak combines a decentralized Key-value store, a flexible map / reduce engine, and a friendly HTTP / JSON query interface to provide a database ideally suited for Web applications | |
| Scalaris | Scalaris is a scalable, transactional, distributed key-value store. It can be used for building scalable Web 2.0 services | |
| Wide columnar store | bigtable | Bigtable is a Distributed Storage System for Managing Structured data that is Designed to scale to a very Large Size |
| HBase | HBase is the Hadoop Database. Use it when you need random, realtime read / write access to your Big Data | |
| cassandra Project | Cassandra is a highly scalable, eventually consistent, distributed, structured key-value store | |
| Hypertable | In a web-driven world, datasets are larger than ever before – with “web scale” becoming the term of choice to describe the ultimate size of problems | |
| kai | Kai is a Distributed Key-value datastore, which is mainly inspired by Amazon ‘s Dynamo | |
| OpenNeptune | Neptune is Another Open Source Project Implementing Google’s Bigtable |
