Fredrik Kjolstad

All Publications

• Revet: A Language and Compiler for Dataflow Threads International Symposium on High-Performance Computer Architecture Rucker, A., Sundram, S., Smith, C., Vilim, M., Prabhakar, R., Kjolstad, F., Olukotun, K. 2024: 14
• Compiling Recurrences over Dense and Sparse Arrays Proceedings of the ACM on Programming Languages Sundram, S., Tariq, M. U., Kjolstad, F. 2024; 8: 26
• BaCO: A Fast and Portable Bayesian Compiler Optimization Framework International Conference on Architectural Support for Programming Languages and Operating Systems Hellsten, E. O., Souza, A., Lenfers, J., Lacouture, R., Hsu, O., Ejjeh, A., Kjolstad, F., Steuwer, M., Olukotun, K., Nardi, L. 2024: 24

  View details for DOI 10.1145/3623278.3624770

• AHA: An Agile Approach to the Design of Coarse-Grained Reconfigurable Accelerators and Compilers ACM Transactions on Embedded Computing Systems Koul, K., Melchert, J., Sreedhar, K., Truong, L., Nyengele, G., Zhang, K., Liu, Q., Setter, J., Chen, P., Mei, Y., Strange, M., Daly, R., Donovick, C., Carsello, A., Kong, T., Feng, K., Huff, D., Nayak, A., Setaluri, R., Thomas, J., Bhagdikar, N., Durst, D., Myers, Z., Tsiskaridze, N., Richardson, S., et al 2023; 22 (2)

  View details for DOI 10.1145/3534933

• Unified Buffer: Compiling Image Processing and Machine Learning Applications to Push-Memory Accelerators ACM Transactions on Architecture and Code Optimization Liu, Q., Setter, J., Huff, D., Strange, M., Feng, K., Horowitz, M., Raina, P., Kjolstad, F. 2023: 26

  View details for DOI 10.1145/3572908

• Legate Sparse: Distributed Sparse Computing in Python International Conference for High Performance Computing, Networking, Storage and Analysis Yadav, R., Lee, W., Elibol, M., Papadakis, M., Lee-Patti, T., Garland, M., Aiken, A., Kjolstad, F., Bauer, M. 2023: 13

  View details for DOI 10.1145/3581784.3607033

• Indexed Streams: A Formal Intermediate Representation for Fused Contraction Programs Proceedings of the ACM on Programming Languages Kovach, S., Kolichala, P., Gu, T., Kjolstad, F. 2023; 7 (PLDI): 25

  View details for DOI 10.1145/3591268

• Mosaic: An Interoperable Compiler for Tensor Algebra Proceedings of the ACM on Programming Languages Bansal, M., Hsu, O., Olukotun, K., Kjolstad, F. 2023; 7 (PLDI): 26

  View details for DOI 10.1145/3591236

• The Sparse Abstract Machine International Conference on Architectural Support for Programming Languages and Operating Systems Hsu, O., Strange, M., Sharma, R., Won, J., Olukotun, K., Emer, J. S., Horowitz, M. A., Kjolstad, F. 2023: 17

  View details for DOI 10.1145/3582016.3582051

• Looplets: A Language for Structured Coiteration Proceedings of the 21st ACM/IEEE International Symposium on Code Generation and Optimization Ahrens, W., Donenfeld, D., Kjolstad, F., Amarasinghe, S. Association for Computing Machinery. 2023: 14

  View details for DOI 10.1145/3579990.3580020

• SpDISTAL: Compiling Distributed Sparse Tensor Computations International Conference on High Performance Computing, Networking, Storage and Analysis Yadav, R., Aiken, A., Kjolstad, F. 2022: 15
• Compiler Support for Sparse Tensor Computations in MLIR ACM Transactions on Architecture and Code Optimization Bik, A., Koanantakool, P., Shpeisman, T., Vasilache, N., Zheng, B., Kjolstad, F. 2022; 19 (4): 1-25

  View details for DOI 10.1145/3544559

• DISTAL: The Distributed Tensor Algebra Compiler 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation Yadav, R., Aiken, A., Kjolstad, F. 2022: 15

  View details for DOI 10.1145/3519939.3523437

• Autoscheduling for sparse tensor algebra with an asymptotic cost model 43rd ACM SIGPLAN International Conference on Programming Language Design and Implementation Ahrens, P., Kjolstad, F., Amarasinghe, S. 2022: 17

  View details for DOI 10.1145/3519939.3523442

• Compilation of Sparse Array Programming Models PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL Henry, R., Hsu, O., Yadav, R., Chou, S., Olukotun, K., Amarasinghe, S., Kjolstad, F. 2021; 5

  View details for DOI 10.1145/3485505

  View details for Web of Science ID 000731569200032

• Copy-and-Patch Compilation A Fast Compilation Algorithm for High-Level Languages and Bytecode PROCEEDINGS OF THE ACM ON PROGRAMMING LANGUAGES-PACMPL Xu, H., Kjolstad, F. 2021; 5

  View details for DOI 10.1145/3485513

  View details for Web of Science ID 000731569200039

• A Sparse Iteration Space Transformation Framework for Sparse Tensor Algebra Proceedings of the ACM on Programming Languages Senanayake, R., Hong, C., Wang, Z., Wilson, A., Chou, S., Kamil, S., Amarasinghe, S., Kjolstad, F. 2020; 4 (OOPSLA): 30

  View details for DOI 10.1145/3428226

• Automatic Generation of Efficient Sparse Tensor Format Conversion Routines Proceedings of the 41st ACM SIGPLAN Conference on Programming Language Design and Implementation Chou, S., Kjolstad, F., Amarasinghe, S. 2020: 16

  View details for DOI 10.1145/3385412.3385963

• Sparse Tensor Transpositions Proceedings of the 32nd ACM Symposium on Parallelism in Algorithms and Architectures Mueller, S., Ahrens, P., Chou, S., Kjolstad, F., Amarasinghe, S. 2020: 3

  View details for DOI 10.1145/3350755.3400245

• Creating an Agile Hardware Design Flow 2020 57th ACM/IEEE Design Automation Conference (DAC) Bahr, R., Barrett, C., Bhagdikar, N., Carsello, A., Daly, R., Donovick, C., Durst, D., Fatahalian, K., Feng, K., Hanrahan, P., Hofstee, T., Horowitz, M., Huff, D., Kjolstad, F., Kong, T., Liu, Q., Mann, M., Melchert, J., Nayak, A., Niemetz, A., Nyengele, G., Raina, P., Richardson, S., Setaluri, R., Setter, J., et al 2020

  View details for DOI 10.1109/DAC18072.2020.9218553

• Tensor Algebra Compilation with Workspaces Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization Kjolstad, F., Ahrens, P., Kamil, S., Amarasinghe, S. 2019: 13
• Format Abstraction for Sparse Tensor Algebra Compilers Proceedings of the ACM on Programming Languages Chou, S., Kjolstad, F., Amarasinghe, S. 2018; 2 (OOPSLA): 30

  View details for DOI 10.1145/3276493

• The Tensor Algebra Compiler Proceedings of the ACM on Programming Languages Kjolstad, F., Kamil, S., Chou, S., Lugato, D., Amarasinghe, S. 2017; 1 (OOPSLA): 29

  View details for DOI 10.1145/3133901

• Simit: A Language for Physical Simulation ACM TRANSACTIONS ON GRAPHICS Kjolstad, F., Kamil, S., Ragan-Kelley, J., Levin, D. I., Sueda, S., Chen, D., Vouga, E., Kaufman, D. M., Kanwar, G., Matusik, W., Amarasinghe, S. 2016; 35 (2)

  View details for DOI 10.1145/2866569

  View details for Web of Science ID 000377286900011

• Why New Programming Languages for Simulation? ACM TRANSACTIONS ON GRAPHICS Bernstein, G. L., Kjolstad, F. 2016; 35 (2)

  View details for DOI 10.1145/2930661

  View details for Web of Science ID 000377286900010

• MPI Datatype Processing using Runtime Compilation Proceedings of the 20th European MPI Users' Group Meeting Schneider, T., Kjolstad, F., Hoefler, T. 2013: 6

  View details for DOI 10.1145/2488551.2488552

• Automatic Datatype Generation and Optimization Kjolstad, F., Hoefler, T., Snir, M. ASSOC COMPUTING MACHINERY. 2012: 327–28

  View details for DOI 10.1145/2370036.2145878

  View details for Web of Science ID 000309350200052

• Transformation for Class Immutability Kjolstad, F., Dig, D., Acevedo, G., Snir, M., IEEE IEEE. 2011: 61–70

  View details for Web of Science ID 000297156400007

• Transformation for Class Immutability 33rd International Conference on Software Engineering Kjolstad, F., Dig, D., Acevedo, G., Snir, M. 2011

  View details for DOI 10.1145/1985793.1985803

• Ghost Cell Pattern Proceedings of the 2010 Workshop on Parallel Programming Patterns Kjolstad, F., Snir, M. 2010: 9

  View details for DOI 10.1145/1953611.1953615