Dan-Adrian Alistarh

Alistarh Group
dan.alistarh@ist.ac.at

19 Publications

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[19]
2019 | Conference Poster | IST-REx-ID: 6485
Lock-free channels for programming via communicating sequential processes
N. Koval, D.-A. Alistarh, R. Elizarov, Lock-Free Channels for Programming via Communicating Sequential Processes, ACM Press, 2019.
View | DOI
 
[18]
2018 | Conference Paper | IST-REx-ID: 5961
A brief tutorial on distributed and concurrent machine learning
D.-A. Alistarh, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 487–488.
View | DOI
 
[17]
2018 | Conference Paper | IST-REx-ID: 5966   OA
The transactional conflict problem
D.-A. Alistarh, S.K. Haider, R. Kübler, G. Nadiradze, in:, Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures  - SPAA ’18, ACM Press, 2018, pp. 383–392.
View | DOI | Download (ext.) | arXiv
 
[16]
2018 | Conference Paper | IST-REx-ID: 6558   OA
Byzantine Stochastic Gradient Descent
D.-A. Alistarh, Z. Allen-Zhu, J. Li, in:, S. Bengio, H. Wallach, H. Larochelle, K. Grauman, N. Cesa-Bianchi, R. Garnett (Eds.), Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2018, pp. 4613–4623.
View | Download (ext.) | arXiv
 
[15]
2018 | Conference Paper | IST-REx-ID: 6589   OA
The convergence of sparsified gradient methods
D.-A. Alistarh, T. Hoefler, M. Johansson, N.H. Konstantinov, S. Khirirat, C. Renggli, in:, Advances in Neural Information Processing Systems 31, Neural information processing systems, 2018, pp. 5973–5983.
View | Download (ext.) | arXiv
 
[14]
2018 | Conference Paper | IST-REx-ID: 5962   OA
The convergence of stochastic gradient descent in asynchronous shared memory
D.-A. Alistarh, C. De Sa, N.H. Konstantinov, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 169–178.
View | DOI | Download (ext.) | arXiv
 
[13]
2018 | Journal Article | IST-REx-ID: 536   OA
Communication-efficient randomized consensus
D.-A. Alistarh, J. Aspnes, V. King, J. Saia, Distributed Computing 31 (2018) 489–501.
View | Files available | DOI
 
[12]
2018 | Conference Paper | IST-REx-ID: 5963   OA
Relaxed schedulers can efficiently parallelize iterative algorithms
D.-A. Alistarh, T.A. Brown, J. Kopinsky, G. Nadiradze, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 377–386.
View | DOI | Download (ext.) | arXiv
 
[11]
2018 | Conference Paper | IST-REx-ID: 6031
Fast quantized arithmetic on x86: Trading compute for data movement
A. Stojanov, T.M. Smith, D.-A. Alistarh, M. Puschel, in:, 2018 IEEE International Workshop on Signal Processing Systems, IEEE, 2018.
View | DOI
 
[10]
2018 | Conference Paper | IST-REx-ID: 5964   OA
Brief Announcement: Performance prediction for coarse-grained locking
V. Aksenov, D.-A. Alistarh, P. Kuznetsov, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 411–413.
View | DOI | Download (ext.)
 
[9]
2018 | Journal Article | IST-REx-ID: 6001
ThreadScan: Automatic and scalable memory reclamation
D.-A. Alistarh, W. Leiserson, A. Matveev, N. Shavit, ACM Transactions on Parallel Computing 4 (2018).
View | Files available | DOI
 
[8]
2018 | Conference Paper | IST-REx-ID: 5965   OA
Distributionally linearizable data structures
D.-A. Alistarh, T.A. Brown, J. Kopinsky, J.Z. Li, G. Nadiradze, in:, Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures  - SPAA ’18, ACM Press, 2018, pp. 133–142.
View | DOI | Download (ext.) | arXiv
 
[7]
2017 | Conference Paper | IST-REx-ID: 787   OA
Time-space trade-offs in population protocols
D.-A. Alistarh, J. Aspnes, D. Eisenstat, R. Rivest, R. Gelashvili, in:, SIAM, 2017, pp. 2560–2579.
View | DOI | Download (ext.)
 
[6]
2017 | Conference Paper | IST-REx-ID: 431   OA
QSGD: Communication-efficient SGD via gradient quantization and encoding
D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnović, in:, Neural Information Processing Systems Foundation, Inc., 2017, pp. 1710–1721.
View | Download (ext.)
 
[5]
2017 | Conference Paper | IST-REx-ID: 791   OA
The power of choice in priority scheduling
D.-A. Alistarh, J. Kopinsky, J. Li, G. Nadiradze, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2017, pp. 283–292.
View | DOI | Download (ext.)
 
[4]
2017 | Conference Paper | IST-REx-ID: 432   OA
ZipML: Training linear models with end-to-end low precision, and a little bit of deep learning
H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, C. Zhang, in:, Proceedings of Machine Learning Research, PMLR, 2017, pp. 4035–4043.
View | Files available
 
[3]
2017 | Conference Paper | IST-REx-ID: 487
Towards unlicensed cellular networks in TV white spaces
G. Baig, B. Radunovic, D.-A. Alistarh, M. Balkwill, T. Karagiannis, L. Qiu, in:, Proceedings of the 2017 13th International Conference on Emerging Networking EXperiments and Technologies, ACM, 2017, pp. 2–14.
View | DOI
 
[2]
2015 | Conference Paper | IST-REx-ID: 784
A high-radix, low-latency optical switch for data centers
D.-A. Alistarh, H. Ballani, P. Costa, A. Funnell, J. Benjamin, P. Watts, B. Thomsen, in:, ACM, 2015, pp. 367–368.
View | DOI
 
[1]
2015 | Conference Paper | IST-REx-ID: 780   OA
Polylogarithmic-time leader election in population protocols
D.-A. Alistarh, R. Gelashvili, in:, Springer, 2015, pp. 479–491.
View | DOI | Download (ext.) | arXiv
 
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19 Publications

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[19]
2019 | Conference Poster | IST-REx-ID: 6485
Lock-free channels for programming via communicating sequential processes
N. Koval, D.-A. Alistarh, R. Elizarov, Lock-Free Channels for Programming via Communicating Sequential Processes, ACM Press, 2019.
View | DOI
 
[18]
2018 | Conference Paper | IST-REx-ID: 5961
A brief tutorial on distributed and concurrent machine learning
D.-A. Alistarh, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 487–488.
View | DOI
 
[17]
2018 | Conference Paper | IST-REx-ID: 5966   OA
The transactional conflict problem
D.-A. Alistarh, S.K. Haider, R. Kübler, G. Nadiradze, in:, Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures  - SPAA ’18, ACM Press, 2018, pp. 383–392.
View | DOI | Download (ext.) | arXiv
 
[16]
2018 | Conference Paper | IST-REx-ID: 6558   OA
Byzantine Stochastic Gradient Descent
D.-A. Alistarh, Z. Allen-Zhu, J. Li, in:, S. Bengio, H. Wallach, H. Larochelle, K. Grauman, N. Cesa-Bianchi, R. Garnett (Eds.), Advances in Neural Information Processing Systems, Neural Information Processing Systems Foundation, 2018, pp. 4613–4623.
View | Download (ext.) | arXiv
 
[15]
2018 | Conference Paper | IST-REx-ID: 6589   OA
The convergence of sparsified gradient methods
D.-A. Alistarh, T. Hoefler, M. Johansson, N.H. Konstantinov, S. Khirirat, C. Renggli, in:, Advances in Neural Information Processing Systems 31, Neural information processing systems, 2018, pp. 5973–5983.
View | Download (ext.) | arXiv
 
[14]
2018 | Conference Paper | IST-REx-ID: 5962   OA
The convergence of stochastic gradient descent in asynchronous shared memory
D.-A. Alistarh, C. De Sa, N.H. Konstantinov, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 169–178.
View | DOI | Download (ext.) | arXiv
 
[13]
2018 | Journal Article | IST-REx-ID: 536   OA
Communication-efficient randomized consensus
D.-A. Alistarh, J. Aspnes, V. King, J. Saia, Distributed Computing 31 (2018) 489–501.
View | Files available | DOI
 
[12]
2018 | Conference Paper | IST-REx-ID: 5963   OA
Relaxed schedulers can efficiently parallelize iterative algorithms
D.-A. Alistarh, T.A. Brown, J. Kopinsky, G. Nadiradze, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 377–386.
View | DOI | Download (ext.) | arXiv
 
[11]
2018 | Conference Paper | IST-REx-ID: 6031
Fast quantized arithmetic on x86: Trading compute for data movement
A. Stojanov, T.M. Smith, D.-A. Alistarh, M. Puschel, in:, 2018 IEEE International Workshop on Signal Processing Systems, IEEE, 2018.
View | DOI
 
[10]
2018 | Conference Paper | IST-REx-ID: 5964   OA
Brief Announcement: Performance prediction for coarse-grained locking
V. Aksenov, D.-A. Alistarh, P. Kuznetsov, in:, Proceedings of the 2018 ACM Symposium on Principles of Distributed Computing  - PODC ’18, ACM Press, 2018, pp. 411–413.
View | DOI | Download (ext.)
 
[9]
2018 | Journal Article | IST-REx-ID: 6001
ThreadScan: Automatic and scalable memory reclamation
D.-A. Alistarh, W. Leiserson, A. Matveev, N. Shavit, ACM Transactions on Parallel Computing 4 (2018).
View | Files available | DOI
 
[8]
2018 | Conference Paper | IST-REx-ID: 5965   OA
Distributionally linearizable data structures
D.-A. Alistarh, T.A. Brown, J. Kopinsky, J.Z. Li, G. Nadiradze, in:, Proceedings of the 30th on Symposium on Parallelism in Algorithms and Architectures  - SPAA ’18, ACM Press, 2018, pp. 133–142.
View | DOI | Download (ext.) | arXiv
 
[7]
2017 | Conference Paper | IST-REx-ID: 787   OA
Time-space trade-offs in population protocols
D.-A. Alistarh, J. Aspnes, D. Eisenstat, R. Rivest, R. Gelashvili, in:, SIAM, 2017, pp. 2560–2579.
View | DOI | Download (ext.)
 
[6]
2017 | Conference Paper | IST-REx-ID: 431   OA
QSGD: Communication-efficient SGD via gradient quantization and encoding
D.-A. Alistarh, D. Grubic, J. Li, R. Tomioka, M. Vojnović, in:, Neural Information Processing Systems Foundation, Inc., 2017, pp. 1710–1721.
View | Download (ext.)
 
[5]
2017 | Conference Paper | IST-REx-ID: 791   OA
The power of choice in priority scheduling
D.-A. Alistarh, J. Kopinsky, J. Li, G. Nadiradze, in:, Proceedings of the ACM Symposium on Principles of Distributed Computing, ACM, 2017, pp. 283–292.
View | DOI | Download (ext.)
 
[4]
2017 | Conference Paper | IST-REx-ID: 432   OA
ZipML: Training linear models with end-to-end low precision, and a little bit of deep learning
H. Zhang, J. Li, K. Kara, D.-A. Alistarh, J. Liu, C. Zhang, in:, Proceedings of Machine Learning Research, PMLR, 2017, pp. 4035–4043.
View | Files available
 
[3]
2017 | Conference Paper | IST-REx-ID: 487
Towards unlicensed cellular networks in TV white spaces
G. Baig, B. Radunovic, D.-A. Alistarh, M. Balkwill, T. Karagiannis, L. Qiu, in:, Proceedings of the 2017 13th International Conference on Emerging Networking EXperiments and Technologies, ACM, 2017, pp. 2–14.
View | DOI
 
[2]
2015 | Conference Paper | IST-REx-ID: 784
A high-radix, low-latency optical switch for data centers
D.-A. Alistarh, H. Ballani, P. Costa, A. Funnell, J. Benjamin, P. Watts, B. Thomsen, in:, ACM, 2015, pp. 367–368.
View | DOI
 
[1]
2015 | Conference Paper | IST-REx-ID: 780   OA
Polylogarithmic-time leader election in population protocols
D.-A. Alistarh, R. Gelashvili, in:, Springer, 2015, pp. 479–491.
View | DOI | Download (ext.) | arXiv
 
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