Tiark Rompf
Purdue University, Department of Computer Science
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Presentations
Invited Talks
- A Tale of Type, Ability, and Effect Systems. Oderskyfest, EPFL, Lausanne, 2023
- A Programming Language and Compiler View on Data Management and ML Systems. TU Berlin, 2021
- A Programming Language and Compiler View on Data Management and ML Systems. Data Engineering Lecture Series, Hasso Plattner Institute, Potsdam, 2020
- A Programming Language and Compiler View on Data Management and ML Systems. UIUC, Urbana- Champaign, 2019
- Flare & Lantern: accelerators for Big Data and Deep Learning. NII Shonan Meeting 143 on Programming Language Support for Data-intensive Applications, 2019
- A Programming Language and Compiler View on AI Systems. C4ML Workshop, Washington DC, 2019
- What Programming Languages Research has to Offer for AI and Vice-Versa. Google DeepMind, London, 2018
- Native Compilation as Query Accelerator. SAP HANA Tech Days, Galveston, 2018
- Demystifying Differentiable Programming. IFIP Working Group 2.11, 18th Meeting, University of Kyoto, 2018
- What Programming Languages Research has to Offer for Big Data and AI. Huawei Midwest Research Summit: Artificial Intelligence, Champaign, 2018
- Building efficient query engines in a high-level language. SAP HANA Tech Days, Munich, 2017
- How types can turn a SQL interpreter into a SQL compiler: Building efficient query engines in a high-level language. NII Shonan Meeting 98 on Language integrated queries: towards standard logics for big data analytics, 2017
- LMS: Generate all the things! GPCE'16 Keynote, Amsterdam, 2016
- TBD Workshop on Architecture and Software for Emerging Applications (WASEA) Haifa, Israel, 2016
- LMS-Verify: Abstraction with Regret for Verified Systems Programming. IFIP Working Group 2.11, 16th Meeting, IU Bloomington, 2016
- DSLs in Scala. Summer School on Domain-Specific Languages, EPFL, Switzerland, 2015
- A SQL to C compiler in 500 lines of Scala. IFIP Working Group 2.11, 14th Meeting, University of Stellenbosch, South Africa, 2015
- Dagstuhl Seminar 15062 Domain-Specific Languages, 2015
- Abstraction Without Regret for High-Level High-Performance Programming. Professor's Day, Huawei Research, Moscow, 2014
- A SQL to C compiler in 500 lines of code. Dagstuhl Seminar 14511 Programming Languages for Big Data (PlanBig), 2014
- Dagstuhl Seminar 14271 on Scripting Languages and Frameworks: Analysis and Verification, 2014
- Staging with Scala, LMS and Delite (LMS 5 years later). NII Shonan Meeting on Staging and High-Performance Computing: Theory and Practice, 2014
- Abstraction Without Regret for High-Level High-Performance Programming. Purdue University, 2014
- Staging for Database Systems: From Query Interpreters to Query Compilers. IFIP Working Group 2.11, 13th Meeting, CMU, 2014
- Lightweight Modular Staging in Scala. The Future of Programming Symposium, TU Delft, 2014
- Scala, LMS and Delite: Big Data on Heterogenenous Architectures. NSF DALI Workshop on Dynamic Languages for Scalable Data Analytics, Indianapolis, 2013
- Surgical Precision JIT Compilers. Splash-I, Indianapolis, 2013
- DSLs for Parallelism: Problems, Solutions and Open Issues. LaME Workshop on Languages for the Multicore Era, Montpellier, 2013
- Project Lancet: Surgical Precision JIT Compilers. IFIP Working Group 2.11, 12th Meeting, University of Minnesota, 2013
- Big Data in Industry (Panel Discussion). XLDB Europe Workshop, CERN, 2013
- Abstraction With and Without Regret: Can we Bridge the Productivity vs Performance Gap in Software Development? ETH Zürich, 2013
- High-Performance Embedded DSLs in Scala. RAWFP Workshop on Productivity and Performance through Resource Aware Functional Programming, Chalmers University, 2012
- High-Performance Embedded DSLs with Delite. NII Shonan Meeting on Bridging the Theory of Staged Programming Languages and the Practice of High-Performance Computing, 2012
Conference Tutorials
- Scala, LMS and Delite for High-Performance DSLs and Program Generators. Tiark Rompf, Kunle Olukotun, Markus Püschel (organizers). PLDI 2017
- Scala, LMS and Delite for High-Performance DSLs and Program Generators. Tiark Rompf, Kunle Olukotun, Markus Püschel (organizers). CGO 2015
- Batteries Included: Generative Programming with Scala and LMS Tiark Rompf, Nada Amin, Manohar Jonnalagedda. SPLASH 2014 Fall School
- Batteries Included: Generative Programming with Scala and LMS Tiark Rompf, Nada Amin. CUFP 2014
- Scala, LMS and Delite for High-Performance DSLs and Program Generators. Tiark Rompf, Kunle Olukotun, Markus Püschel (organizers). PLDI 2013
- Scala, LMS and Delite for High-Performance DSLs and Program Generators. Tiark Rompf, Arvind K. Sujeeth. ECOOP 2013 Summer School
Selected Other Talks
- Flare & Lantern: Accelerators for Spark and Deep Learning. ScalaDays, Lausanne, 2019 [video]
- How types can turn a SQL interpreter into a SQL compiler. Curry On!, Barcelona, 2017 [video]
- Flare: Scale up Spark SQL with native compilation and set your data on fire! Spark Summit, San Francisco, 2017 [video]
- Flare: Scale up Spark SQL with native compilation and set your data on fire! Scala Days, Chicago, 2017 [video]
- Flare: Scale up Spark SQL with native compilation and set your data on fire! Spark Summit EU, Brussels, 2016 [video]
- The Essence of Multi-stage Evaluation in LMS Wadlerfest, Edinburgh, 2016 [video]
- How types can turn a SQL interpreter into a SQL compiler: Building efficient query engines in a high-level language. Strange Loop 2014 [video]
- Implicits in Scala. ML Family Workshop 2014, with Nada Amin [video]
- Building a DBMS in Scala or how types can turn a SQL interpreter into a SQL compiler. ScalaDays 2014 [video]
- Delite: A Compiler Framework for High-Performance Embedded DSLs. DSLFIN 2013 [video]
- Project Lancet: Surgical Precision JIT Compilers. ScalaDays 2013 [video]
- Delite: Domain Specific Languages for Big Data and Heterogeneous Parallelism. XLDB Europe Workshop, CERN, 2013
- High-Level High-Performance Programming With Scala-Virtualized, LMS and Delite. ScalaDays 2012 [video]
- Fast Concatenation for Immutable Vectors. ScalaDays 2012 [video]
- Node.js? Done.scala! Implementing Scalable Async IO using Delimited Continuations. ScalaDays 2011 [video]
- Implementing First-Class Polymorphic Delimited Continuations by a Type-Directed Selective CPS-Transform. ICFP 2009 [video]