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Akidau, Tyler; Schmidt, Eric; Whittle, Sam; Bradshaw, Robert; Chambers, Craig; Chernyak, Slava; Fernández-Moctezuma, Rafael J.; Lax, Reuven; McVeety, Sam; Mills, Daniel; Perry, Frances (1 August 2015).
242:
Apache Beam is one implementation of the
Dataflow model paper. The Dataflow model is based on previous work on distributed processing abstractions at Google, in particular on FlumeJava and Millwheel.
1188:
Chambers, Craig; Raniwala, Ashish; Perry, Frances; Adams, Stephen; Henry, Robert R.; Bradshaw, Robert; Weizenbaum, Nathan (1 January 2010). "FlumeJava: Easy, efficient data-parallel pipelines".
1363:
1249:
Akidau, Tyler; Whittle, Sam; Balikov, Alex; Bekiroğlu, Kaya; Chernyak, Slava; Haberman, Josh; Lax, Reuven; McVeety, Sam; Mills, Daniel; Nordstrom, Paul (27 August 2013).
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Google released an open SDK implementation of the
Dataflow model in 2014 and an environment to execute Dataflows locally (non-distributed) as well as in the
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Proceedings of the 31st ACM SIGPLAN Conference on
Programming Language Design and Implementation
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206:(continuous) processing. Beam Pipelines are defined using one of the provided
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unified programming model to define and execute data processing
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1105:"Apache Beam's Ambitious Goal: Unify Big Data Development"
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Free software programmed in Java (programming language)
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Unified programming model for data processing pipelines
1133:"Cloud Dataflow - Batch & Stream Data Processing"
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257:Apache Beam makes minor releases every 6 weeks.
1300:"Apache Beam wants to be uber-API for big data"
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8:
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210:and executed in one of the Beam’s supported
19:
1060:List of Apache Software Foundation projects
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2509:Google LLC v. Oracle America, Inc.
1000:Old version, no longer maintained:
989:Old version, no longer maintained:
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285:Old version, no longer maintained:
14:
1258:Proceedings of the VLDB Endowment
1156:Proceedings of the VLDB Endowment
2182:
2181:
1085:. The Apache Software Foundation
2515:Open Source Security Foundation
1373:The Apache Software Foundation
1298:Pointer, Ian (14 April 2016).
1103:Woodie, Alex (22 April 2016).
1:
2561:Distributed stream processing
2233:free and open-source software
1026:Old version, still maintained
1021:Old version, not maintained
85:2.58.0 (August 6, 2024
2597:
2541:Apache Software Foundation
52:Apache Software Foundation
2177:
1197:. ACM. pp. 363–375.
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105:
75:
24:
1270:10.14778/2536222.2536229
1168:10.14778/2824032.2824076
1203:10.1145/1806596.1806638
272:Current stable version:
1038:Latest preview version
216:distributed processing
2277:Programming languages
247:Google Cloud Platform
232:Google Cloud Dataflow
218:back-ends) including
87:; 42 days ago
63:; 8 years ago
1230:on 23 September 2016
1149:"The dataflow model"
21:
1434:Apache HTTP Server
1279:on 1 February 2016
160:Apache License 2.0
61:June 15, 2016
35:Original author(s)
2556:Cluster computing
2551:Big data products
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2456:Operating systems
2310:development tools
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1264:(11): 1033–1044.
1162:(12): 1792–1803.
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859:2.7.0 (LTS)
274:
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228:Apache Spark
224:Apache Samza
220:Apache Flink
211:
194:, including
183:
182:
47:Developer(s)
2357:FlatBuffers
1302:. InfoWorld
1251:"MillWheel"
1005:2016-06-15
994:2016-08-08
983:2016-10-31
972:2016-12-29
961:2017-02-02
950:2017-03-11
939:2017-05-17
928:2017-08-23
917:2017-12-02
906:2018-01-30
895:2018-03-20
884:2018-06-26
873:2018-08-08
862:2018-10-03
851:2018-10-29
840:2018-12-13
829:2019-02-01
818:2019-02-26
807:2019-04-25
796:2019-05-22
785:2019-08-01
774:2019-08-22
763:2019-10-07
752:2020-01-06
741:2020-01-23
730:2020-02-04
719:2020-04-15
708:2020-05-27
697:2020-06-08
686:2020-07-29
675:2020-09-18
664:2020-10-23
653:2020-12-11
642:2021-01-08
631:2021-02-22
620:2021-04-27
609:2021-06-09
598:2021-07-08
587:2021-08-25
576:2021-10-07
565:2021-11-11
554:2021-12-29
543:2022-02-07
532:2022-03-04
521:2022-04-20
510:2022-05-25
499:2022-06-27
488:2022-08-23
477:2022-10-17
466:2022-11-17
455:2023-01-12
444:2023-02-15
433:2023-03-10
422:2023-05-10
411:2023-05-31
400:2023-07-17
389:2023-08-30
378:2023-10-11
367:2023-11-17
356:2024-01-04
345:2024-02-14
334:2024-03-25
323:2024-05-01
312:2024-06-26
301:2024-08-06
290:2024-08-15
279:2024-09-11
188:open source
184:Apache Beam
99:[±]
20:Apache Beam
2535:Categories
2468:ChromiumOS
2442:TensorFlow
2407:Kubernetes
2263:OpenRefine
2073:Deltacloud
1859:Subversion
1749:OрenOffice
1634:Jackrabbit
1574:FreeMarker
1499:CloudStack
1484:CarbonData
1464:Bloodhound
1322:"Policies"
1089:2024-08-06
1066:References
124:Written in
111:Repository
92:2024-08-06
68:2016-06-15
2327:AngularJS
2268:Tesseract
2068:Continuum
1989:Incubator
1942:ZooKeeper
1899:Trafodion
1889:TinkerPop
1589:Guacamole
1549:Empire-db
1534:Directory
1489:Cassandra
1380:Top-level
249:service.
192:pipelines
2483:Goobuntu
2427:OR-Tools
2253:Chromium
2239:Software
2188:Category
2162:Licenses
2103:Marmotta
1934:XMLBeans
1914:Velocity
1874:Tapestry
1869:SystemDS
1864:Superset
1854:Struts 2
1849:Struts 1
1804:RocketMQ
1709:NetBeans
1689:mod_perl
1579:Geronimo
1469:Brooklyn
1399:Airavata
1394:ActiveMQ
1389:Accumulo
1382:projects
1331:21 April
1306:4 August
1283:4 August
1234:4 August
1221:14888571
1173:4 August
1114:4 August
1109:Datanami
1054:See also
263:Version
253:Timeline
2503:Code-in
2496:Related
2473:Fuchsia
2432:Polymer
2412:LevelDB
2392:Guetzli
2362:Flutter
2352:Cpplint
2342:Blockly
2322:Angular
2299:Sawzall
2143:Tuscany
2138:Stanbol
2098:Jakarta
2093:Harmony
2053:Beehive
1996:Taverna
1980:Logging
1952:Commons
1769:Phoenix
1764:Parquet
1744:OpenNLP
1739:OpenJPA
1734:OpenEJB
1694:MyFaces
1619:Iceberg
1514:CouchDB
1509:Cordova
1494:Cayenne
1474:Calcite
1404:Airflow
1079:"Blogs"
1015:Legend:
826:2.10.0
815:2.11.0
804:2.12.0
793:2.13.0
782:2.14.0
771:2.15.0
760:2.16.0
749:2.17.0
738:2.18.0
727:2.19.0
716:2.20.0
705:2.21.0
694:2.22.0
683:2.23.0
672:2.24.0
661:2.25.0
650:2.26.0
639:2.27.0
628:2.28.0
617:2.29.0
606:2.30.0
595:2.31.0
584:2.32.0
573:2.33.0
562:2.34.0
551:2.35.0
540:2.36.0
529:2.37.0
518:2.38.0
507:2.39.0
496:2.40.0
485:2.41.0
474:2.42.0
463:2.43.0
452:2.44.0
441:2.45.0
430:2.46.0
419:2.47.0
408:2.48.0
397:2.49.0
386:2.50.0
375:2.51.0
364:2.52.0
353:2.53.0
342:2.54.0
331:2.55.0
320:2.56.0
309:2.57.0
298:2.58.0
287:2.58.1
238:History
212:runners
173:.apache
166:Website
155:License
90: (
66: (
2571:Hadoop
2478:gLinux
2417:libvpx
2402:gVisor
2372:Gerrit
2284:Carbon
2231:Google
2083:Giraph
2058:iBATIS
1970:Daemon
1929:Xerces
1919:Wicket
1894:Tomcat
1879:Thrift
1799:Roller
1759:PDFBox
1699:Mynewt
1674:Mahout
1669:Lucene
1649:JMeter
1629:Impala
1624:Ignite
1599:Hadoop
1584:Groovy
1519:cTAKES
1504:Cocoon
1414:Ambari
1409:Allura
1219:
1209:
1002:0.1.0
991:0.2.0
980:0.3.0
969:0.4.0
958:0.5.0
947:0.6.0
936:2.0.0
925:2.1.0
914:2.2.0
903:2.3.0
892:2.4.0
881:2.5.0
870:2.6.0
848:2.8.0
837:2.9.0
275:2.59.0
230:, and
204:stream
186:is an
132:Python
96:)
40:Google
2397:Guice
2377:Guava
2367:Gears
2337:Bazel
2258:Gemma
2133:Sqoop
2128:Slide
2123:Shale
2118:River
2108:MXNet
2063:Click
2048:AxKit
2036:Attic
2027:Log4j
2012:Batik
1975:Jelly
1938:Yetus
1924:Xalan
1839:Storm
1834:Spark
1824:Sling
1819:SINGA
1814:Shiro
1809:Samza
1789:Pivot
1784:Pinot
1729:Oozie
1724:OFBiz
1719:NuttX
1714:Nutch
1679:Maven
1664:Kylin
1654:Kafka
1639:James
1609:Helix
1604:HBase
1569:Flume
1564:Flink
1554:Felix
1544:Druid
1539:Drill
1529:Derby
1479:Camel
1454:Axis2
1429:Arrow
1424:Aries
1277:(PDF)
1254:(PDF)
1228:(PDF)
1217:S2CID
1195:(PDF)
1152:(PDF)
200:batch
2463:AOSP
2422:NaCl
2387:Gson
2382:gRPC
2332:Beam
2289:Dart
2148:Wave
2088:Hama
2078:Etch
2043:Apex
1960:BCEL
1909:UIMA
1884:Tika
1829:Solr
1794:Qpid
1704:NiFi
1684:MINA
1659:Kudu
1644:Jena
1614:Hive
1594:Gump
1559:Flex
1459:Beam
1449:Axis
1444:Avro
1333:2022
1308:2016
1285:2016
1236:2016
1207:ISBN
1175:2016
1116:2016
208:SDKs
202:and
175:.org
171:beam
128:Java
2317:AMP
2153:XML
2113:ODE
2022:Ivy
2017:FOP
1965:BSF
1779:Pig
1774:POI
1754:ORC
1524:CXF
1439:APR
1419:Ant
1266:doi
1199:doi
1164:doi
196:ETL
2537::
2447:V8
2294:Go
1324:.
1260:.
1256:.
1215:.
1205:.
1158:.
1154:.
1124:^
1107:.
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234:.
226:,
222:,
198:,
136:Go
134:,
130:,
2223:e
2216:t
2209:v
1365:e
1358:t
1351:v
1335:.
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1268::
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1238:.
1201::
1177:.
1166::
1160:8
1135:.
1118:.
1092:.
214:(
94:)
70:)
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