文章来源于网络收集而来,版权归原创者所有,如有侵权请及时联系!
参考文献
- Tyler Akidau, Robert Bradshaw, Craig Chambers, et al.: The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, Unbounded, Out-of-Order Data Processing , Proceedings of the VLDB Endowment, volume 8, number 12, pages 1792–1803, August 2015. doi:10.14778/2824032.2824076
- Harold Abelson, Gerald Jay Sussman, and Julie Sussman: Structure and Interpretation of Computer Programs , 2nd edition. MIT Press, 1996. ISBN: 978-0-262-51087-5, available online at mitpress.mit.edu
- Patrick Th. Eugster, Pascal A. Felber, Rachid Guerraoui, and Anne-Marie Kermarrec: The Many Faces of Publish/Subscribe , ACM Computing Surveys, volume 35, number 2, pages 114–131, June 2003. doi:10.1145/857076.857078
- Joseph M. Hellerstein and Michael Stonebraker: Readings in Database Systems , 4th edition. MIT Press, 2005. ISBN: 978-0-262-69314-1, available online at redbook.cs.berkeley.edu
- Don Carney, Uğur Çetintemel, Mitch Cherniack, et al.: Monitoring Streams – A New Class of Data Management Applications , at 28th International Conference on Very Large Data Bases (VLDB), August 2002.
- Matthew Sackman: Pushing Back , lshift.net, May 5, 2016. Vicent Martí: Brubeck, a statsd-Compatible Metrics Aggregator , githubengineering.com, June 15, 2015. Seth Lowenberger: MoldUDP64 Protocol Specification V 1.00 , nasdaqtrader.com, July 2009.
- Pieter Hintjens: ZeroMQ – The Guide . O'Reilly Media, 2013. ISBN: 978-1-449-33404-8
- Ian Malpass: Measure Anything, Measure Everything , codeascraft.com, February 15, 2011.
- Dieter Plaetinck: 25 Graphite, Grafana and statsd Gotchas , blog.raintank.io, March 3, 2016.
- Jeff Lindsay: Web Hooks to Revolutionize the Web , progrium.com, May 3, 2007.
- Jim N. Gray: Queues Are Databases , Microsoft Research Technical Report MSR-TR-95-56, December 1995.
- Mark Hapner, Rich Burridge, Rahul Sharma, et al.: JSR-343 Java Message Service (JMS) 2.0 Specification , jms-spec.java.net, March 2013.
- Sanjay Aiyagari, Matthew Arrott, Mark Atwell, et al.: AMQP: Advanced Message Queuing Protocol Specification , Version 0-9-1, November 2008.
- Google Cloud Pub/Sub: A Google-Scale Messaging Service , cloud.google.com, 2016.
- Apache Kafka 0.9 Documentation , kafka.apache.org, November 2015.
- Jay Kreps, Neha Narkhede, and Jun Rao: Kafka: A Distributed Messaging System for Log Processing , at 6th International Workshop on Networking Meets Databases (NetDB), June 2011.
- Amazon Kinesis Streams Developer Guide , docs.aws.amazon.com, April 2016.
- Leigh Stewart and Sijie Guo: Building DistributedLog: Twitter’s High-Performance Replicated Log Service , blog.twitter.com, September 16, 2015.
- DistributedLog Documentation , Twitter, Inc., distributedlog.io, May 2016. Jay Kreps:
Benchmarking Apache Kafka: 2 Million Writes Per Second (On Three Cheap Machines) , engineering.linkedin.com, April 27, 2014.
- Kartik Paramasivam: How We’re Improving and Advancing Kafka at LinkedIn , engineering.linkedin.com, September 2, 2015.
- Jay Kreps: The Log: What Every Software Engineer Should Know About Real-Time Data's Unifying Abstraction , engineering.linkedin.com, December 16, 2013.
- Shirshanka Das, Chavdar Botev, Kapil Surlaker, et al.: All Aboard the Databus! , at 3rd ACM Symposium on Cloud Computing (SoCC), October 2012.
- Yogeshwer Sharma, Philippe Ajoux, Petchean Ang, et al.: Wormhole: Reliable Pub-Sub to Support Geo-Replicated Internet Services , at 12th USENIX Symposium on Networked Systems Design and Implementation (NSDI), May 2015.
- P. P. S. Narayan: Sherpa Update , developer.yahoo.com, June 8, .
- Martin Kleppmann: Bottled Water: Real-Time Integration of PostgreSQL and Kafka , martin.kleppmann.com, April 23, 2015.
- Ben Osheroff: Introducing Maxwell, a mysql-to-kafka Binlog Processor , developer.zendesk.com, August 20, 2015.
- Randall Hauch: Debezium 0.2.1 Released , debezium.io, June 10, 2016.
- Prem Santosh Udaya Shankar: Streaming MySQL Tables in Real-Time to Kafka , engineeringblog.yelp.com, August 1, 2016.
- Mongoriver , Stripe, Inc., github.com, September 2014.
- Dan Harvey: Change Data Capture with Mongo + Kafka , at Hadoop Users Group UK, August 2015.
- Oracle GoldenGate 12c: Real-Time Access to Real-Time Information , Oracle White Paper, March 2015.
- Oracle GoldenGate Fundamentals: How Oracle GoldenGate Works , Oracle Corporation, youtube.com, November 2012.
- Slava Akhmechet: Advancing the Realtime Web , rethinkdb.com, January 27, 2015.
- Firebase Realtime Database Documentation , Google, Inc., firebase.google.com, May 2016.
- Apache CouchDB 1.6 Documentation , docs.couchdb.org, 2014.
- Matt DeBergalis: Meteor 0.7.0: Scalable Database Queries Using MongoDB Oplog Instead of Poll-and-Diff , info.meteor.com, December 17, 2013.
- Chapter 15. Importing and Exporting Live Data , VoltDB 6.4 User Manual, docs.voltdb.com, June 2016.
- Neha Narkhede: Announcing Kafka Connect: Building Large-Scale Low-Latency Data Pipelines , confluent.io, February 18, 2016.
- Greg Young: CQRS and Event Sourcing , at Code on the Beach, August 2014.
- Martin Fowler: Event Sourcing , martinfowler.com, December 12, 2005.
- Vaughn Vernon: Implementing Domain-Driven Design . Addison-Wesley Professional, 2013. ISBN: 978-0-321-83457-7
- H. V. Jagadish, Inderpal Singh Mumick, and Abraham Silberschatz: View Maintenance Issues for the Chronicle Data Model , at 14th ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems (PODS), May 1995. doi:10.1145/212433.220201
- Event Store 3.5.0 Documentation , Event Store LLP, docs.geteventstore.com, February 2016.
- Martin Kleppmann: Making Sense of Stream Processing . Report, O'Reilly Media, May 2016.
- Sander Mak: Event-Sourced Architectures with Akka , at JavaOne, September 2014.
- Julian Hyde: personal communication , June 2016.
- Ashish Gupta and Inderpal Singh Mumick: Materialized Views: Techniques, Implementations, and Applications. MIT Press, 1999. ISBN: 978-0-262-57122-7
- Timothy Griffin and Leonid Libkin: Incremental Maintenance of Views with Duplicates , at ACM International Conference on Management of Data (SIGMOD), May 1995. doi:10.1145/223784.223849
- Pat Helland: Immutability Changes Everything , at 7th Biennial Conference on Innovative Data Systems Research (CIDR), January 2015.
- Martin Kleppmann: Accounting for Computer Scientists , martin.kleppmann.com, March 7, 2011.
- Pat Helland: Accountants Don't Use Erasers , blogs.msdn.com, June 14, 2007.
- Fangjin Yang: Dogfooding with Druid, Samza, and Kafka: Metametrics at Metamarkets , metamarkets.com, June 3, 2015.
- Gavin Li, Jianqiu Lv, and Hang Qi: Pistachio: Co-Locate the Data and Compute for Fastest Cloud Compute , yahoohadoop.tumblr.com, April 13, 2015.
- Kartik Paramasivam: Stream Processing Hard Problems – Part 1: Killing Lambda , engineering.linkedin.com, June 27, 2016.
- Martin Fowler: CQRS , martinfowler.com, July 14, 2011.
- Greg Young: CQRS Documents , cqrs.files.wordpress.com, November 2010.
- Baron Schwartz: Immutability, MVCC, and Garbage Collection , xaprb.com, December 28, 2013.
- Daniel Eloff, Slava Akhmechet, Jay Kreps, et al.: "Re: Turning the Database Inside-out with Apache Samza ," Hacker News discussion, news.ycombinator.com, March 4, 2015.
- Datomic Development Resources: Excision , Cognitect, Inc., docs.datomic.com.
- Fossil Documentation: Deleting Content from Fossil , fossil-scm.org, 2016.
- Jay Kreps: The irony of distributed systems is that data loss is really easy but deleting data is surprisingly hard, twitter.com, March 30, 2015.
- David C. Luckham: What’s the Difference Between ESP and CEP? , complexevents.com, August 1, 2006.
- Srinath Perera: How Is Stream Processing and Complex Event Processing (CEP) Different? , quora.com, December 3, 2015.
- Arvind Arasu, Shivnath Babu, and Jennifer Widom: The CQL Continuous Query Language: Semantic Foundations and Query Execution , The VLDB Journal, volume 15, number 2, pages 121–142, June 2006. doi:10.1007/s00778-004-0147-z
- Julian Hyde: Data in Flight: How Streaming SQL Technology Can Help Solve the Web 2.0 Data Crunch , ACM Queue, volume 7, number 11, December 2009. doi:10.1145/1661785.1667562
- Esper Reference, Version 5.4.0 , EsperTech, Inc., espertech.com, April 2016.
- Zubair Nabi, Eric Bouillet, Andrew Bainbridge, and Chris Thomas: Of Streams and Storms , IBM technical report, developer.ibm.com, April 2014.
- Milinda Pathirage, Julian Hyde, Yi Pan, and Beth Plale: SamzaSQL: Scalable Fast Data Management with Streaming SQL , at IEEE International Workshop on High-Performance Big Data Computing (HPBDC), May 2016. doi:10.1109/IPDPSW.2016.141
- Philippe Flajolet, Éric Fusy, Olivier Gandouet, and Frédéric Meunier: HyperLogLog: The Analysis of a Near-Optimal Cardinality Estimation Algorithm , at Conference on Analysis of Algorithms (AofA), June 2007.
- Jay Kreps: Questioning the Lambda Architecture , oreilly.com, July 2, 2014.
- Ian Hellström: An Overview of Apache Streaming Technologies , databaseline.wordpress.com, March 12, 2016.
- Jay Kreps: Why Local State Is a Fundamental Primitive in Stream Processing , oreilly.com, July 31, 2014.
- Shay Banon: Percolator , elastic.co, February 8, 2011.
- Alan Woodward and Martin Kleppmann: Real-Time Full-Text Search with Luwak and Samza , martin.kleppmann.com, April 13, 2015.
- Apache Storm 1.0.1 Documentation , storm.apache.org, May 2016.
- Tyler Akidau: The World Beyond Batch: Streaming 102 , oreilly.com, January 20, 2016.
- Stephan Ewen: Streaming Analytics with Apache Flink , at Kafka Summit, April 2016.
- Tyler Akidau, Alex Balikov, Kaya Bekiroğlu, et al.: MillWheel: Fault-Tolerant Stream Processing at Internet Scale , at 39th International Conference on Very Large Data Bases (VLDB), August 2013.
- Alex Dean: Improving Snowplow's Understanding of Time , snowplowanalytics.com, September 15, 2015.
- Windowing (Azure Stream Analytics) , Microsoft Azure Reference, msdn.microsoft.com, April 2016.
- State Management , Apache Samza 0.10 Documentation, samza.apache.org, December 2015.
- Rajagopal Ananthanarayanan, Venkatesh Basker, Sumit Das, et al.: Photon: Fault-Tolerant and Scalable Joining of Continuous Data Streams , at ACM International Conference on Management of Data (SIGMOD), June 2013. doi:10.1145/2463676.2465272
- Martin Kleppmann: Samza Newsfeed Demo , github.com, September 2014.
- Ben Kirwin: Doing the Impossible: Exactly-Once Messaging Patterns in Kafka , ben.kirw.in, November 28, 2014.
- Pat Helland: Data on the Outside Versus Data on the Inside , at 2nd Biennial Conference on Innovative Data Systems Research (CIDR), January 2005.
- Ralph Kimball and Margy Ross: The Data Warehouse Toolkit: The Definitive Guide to Dimensional Modeling, 3rd edition. John Wiley & Sons, 2013. ISBN: 978-1-118-53080-1
- Viktor Klang: I'm coining the phrase 'effectively-once' for message processing with at-least-once + idempotent operations , twitter.com, October 20, 2016.
- Matei Zaharia, Tathagata Das, Haoyuan Li, et al.: Discretized Streams: An Efficient and Fault-Tolerant Model for Stream Processing on Large Clusters , at 4th USENIX Conference in Hot Topics in Cloud Computing (HotCloud), June 2012.
- Kostas Tzoumas, Stephan Ewen, and Robert Metzger: High-Throughput, Low-Latency, and Exactly-Once Stream Processing with Apache Flink , data-artisans.com, August 5, 2015.
- Paris Carbone, Gyula Fóra, Stephan Ewen, et al.: Lightweight Asynchronous Snapshots for Distributed Dataflows , arXiv:1506.08603 [cs.DC], June 29, 2015.
- Ryan Betts and John Hugg: Fast Data: Smart and at Scale . Report, O'Reilly Media, October 2015.
- Flavio Junqueira: Making Sense of Exactly-Once Semantics , at Strata+Hadoop World London, June 2016.
- Jason Gustafson, Flavio Junqueira, Apurva Mehta, Sriram Subramanian, and Guozhang Wang: KIP-98 – Exactly Once Delivery and Transactional Messaging , cwiki.apache.org, November 2016.
- Pat Helland: Idempotence Is Not a Medical Condition , Communications of the ACM, volume 55, number 5, page 56, May 2012. doi:10.1145/2160718.2160734
- Jay Kreps: Re: Trying to Achieve Deterministic Behavior on Recovery/Rewind , email to samza-dev mailing list, September 9, 2014.
- E. N. (Mootaz) Elnozahy, Lorenzo Alvisi, Yi-Min Wang, and David B. Johnson: A Survey of Rollback-Recovery Protocols in Message-Passing Systems , ACM Computing Surveys, volume 34, number 3, pages 375–408, September 2002. doi:10.1145/568522.568525
- Adam Warski: Kafka Streams – How Does It Fit the Stream Processing Landscape? , softwaremill.com, June 1, 2016.
如果你对这篇内容有疑问,欢迎到本站社区发帖提问 参与讨论,获取更多帮助,或者扫码二维码加入 Web 技术交流群。
绑定邮箱获取回复消息
由于您还没有绑定你的真实邮箱,如果其他用户或者作者回复了您的评论,将不能在第一时间通知您!
发布评论