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Scala

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References

  • Ackermann S, Jovanovic V, Rompf T, Odersky M (2012) Jet: an embedded DSL for high performance big data processing. In: International workshop on end-to-end management of Big Data (BigData 2012), EPFL-CONF-181673

    Google Scholar 

  • Alexandrov A, Bergmann R, Ewen S, Freytag J, Hueske F, Heise A, Kao O, Leich M, Leser U, Markl V, Naumann F, Peters M, Rheinländer A, Sax MJ, Schelter S, Höger M, Tzoumas K, Warneke D (2014) The stratosphere platform for big data analytics. VLDB J 23(6):939–964. https://doi.org/10.1007/s00778-014-0357-y

    Article  Google Scholar 

  • Armbrust M, Xin RS, Lian C, Huai Y, Liu D, Bradley JK, Meng X, Kaftan T, Franklin MJ, Ghodsi A, Zaharia M (2015) Spark SQL: relational data processing in spark. In: Sellis TK, Davidson SB, Ives ZG (eds) Proceedings of the 2015 ACM SIGMOD international conference on management of data, 31 May–4 June 2015. ACM, Melbourne, pp 1383–1394. https://doi.org/10.1145/2723372.2742797

    Google Scholar 

  • Boykin PO, Ritchie S, O’Connell I, Lin JJ (2014) Summingbird: a framework for integrating batch and online mapreduce computations. PVLDB 7(13):1441–1451

    Google Scholar 

  • Burmako E (2013) Scala macros: let our powers combine! On how rich syntax and static types work with metaprogramming. In: Proceedings of the 4th workshop on scala, SCALA@ECOOP, 2 July 2013. ACM, Montpellier, pp 3:1–3:10. https://doi.org/10.1145/2489837.2489840

  • Canning PS, Cook WR, Hill WL, Olthoff WG, Mitchell JC (1989) F-bounded polymorphism for object-oriented programming. In: Stoy JE (ed) Proceedings of the fourth international conference on functional programming languages and computer architecture, FPCA, 11–13 Sept 1989. ACM, London, pp 273–280. https://doi.org/10.1145/99370.99392

    Chapter  Google Scholar 

  • Carbone P, Katsifodimos A, Ewen S, Markl V, Haridi S, Tzoumas K (2015) Apache flink™: stream and batch processing in a single engine. IEEE Data Eng Bull 38(4):28–38

    Google Scholar 

  • Coppel Y, Odersky M, Dubochet G (2008) Reflecting scala. Semester project report, Laboratory for Programming Methods Ecole Polytechnique Federale de Lausanne, Lausanne

    Google Scholar 

  • Gibbons J, Wu N (2014) Folding domain-specific languages: deep and shallow embeddings (functional pearl). In: ICFP. ACM, pp 339–347

    MATH  Google Scholar 

  • Odersky M (2006) A brief history of scala. Blog Post. http://www.artima.com/scalazine/articles/origins_of_scala.html

    Google Scholar 

  • Odersky M, Martres G, Petrashko D (2016) Implementing higher-kinded types in dotty. In: Biboudis A, Jonnalagedda M, Stucki S, Ureche V (eds) Proceedings of the 7th ACM SIGPLAN symposium on scala, SCALA@SPLASH 2016, 30 Oct–4 Nov 2016. ACM, Amsterdam, pp 51–60. https://doi.org/10.1145/2998392.2998400

    Chapter  Google Scholar 

  • Odersky M, Blanvillain O, Liu F, Biboudis A, Miller H, Stucki S (2018) Simplicitly: foundations and applications of implicit function types. PACMPL 2(POPL):42:1–42:29. https://doi.org/10.1145/3158130

    Article  Google Scholar 

  • Parreaux L, Voizard A, Shaikhha A, Koch CE (2018) Unifying analytic and statically-typed quasiquotes. PACMPL 2(POPL):13:1–13:33. https://doi.org/10.1145/3158101

    Article  Google Scholar 

  • Rompf T, Amin N (2016) Type soundness for dependent object types (DOT). In: Visser E, Smaragdakis Y (eds) Proceedings of the 2016 ACM SIGPLAN international conference on object-oriented programming, systems, languages, and applications, OOPSLA 2016, part of SPLASH 2016, 30 Oct–4 Nov 2016. ACM, Amsterdam, pp 624–641. https://doi.org/10.1145/2983990.2984008

    Google Scholar 

  • Rompf T, Odersky M (2010) Lightweight modular staging: a pragmatic approach to runtime code generation and compiled DSLs. In: Visser E, Järvi J (eds) Generative programming and component engineering, proceedings of the ninth international conference on generative programming and component engineering, GPCE 2010, 10–13 Oct 2010. ACM, Eindhoven, pp 127–136. https://doi.org/10.1145/1868294.1868314

    Google Scholar 

  • Schelter S, Palumbo A, Quinn S, Marthi S, Musselman A (2016) Samsara: declarative machine learning on distributed dataflow systems. In: NIPS workshop MLSystems

    Google Scholar 

  • Sujeeth AK, Brown KJ, Lee H, Rompf T, Chafi H, Odersky M, Olukotun K (2014) Delite: a compiler architecture for performance-oriented embedded domain-specific languages. ACM Trans Embedded Comput Syst 13(4s):134:1–134:25. https://doi.org/10.1145/2584665

    Article  Google Scholar 

  • Zaharia M, Chowdhury M, Franklin MJ, Shenker S, Stoica I (2010) Spark: cluster computing with working sets. In: Nahum EM, Xu D (eds) 2nd USENIX workshop on hot topics in cloud computing, HotCloud’10, 22 June 2010. USENIX Association, Boston

    Google Scholar 

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Correspondence to Alexander Alexandrov .

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Alexandrov, A. (2019). Scala. In: Sakr, S., Zomaya, A.Y. (eds) Encyclopedia of Big Data Technologies. Springer, Cham. https://doi.org/10.1007/978-3-319-77525-8_306

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