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Malte Schwarzkopf
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Omega: flexible, scalable schedulers for large compute clusters
M Schwarzkopf, A Konwinski, M Abd-El-Malek, J Wilkes
Proceedings of the 8th ACM European Conference on Computer Systems, 351-364, 2013
9592013
Learning scheduling algorithms for data processing clusters
H Mao, M Schwarzkopf, SB Venkatakrishnan, Z Meng, M Alizadeh
Proceedings of the ACM Special Interest Group on Data Communication, 270-288, 2019
6712019
CIEL: a universal execution engine for distributed data-flow computing
DG Murray, M Schwarzkopf, C Smowton, S Smith, A Madhavapeddy, ...
Proceedings of the 8th USENIX Symposium on Networked Systems Design and …, 2011
3922011
Firmament: Fast, Centralized Cluster Scheduling at Scale
I Gog, M Schwarzkopf, A Gleave, RNM Watson, S Hand
Proceedings of the 12th USENIX Symposium on Operating Systems Design and …, 2016
2732016
Queues Don’t Matter When You Can JUMP Them!
MP Grosvenor, M Schwarzkopf, I Gog, RNM Watson, AW Moore, S Hand, ...
Proceedings of the 12th USENIX Symposium on Networked Systems Design and …, 2015
2592015
Weld: A Common Runtime for High Performance Data Analytics
S Palkar, JJ Thomas, A Shanbhag, D Narayanan, H Pirk, M Schwarzkopf, ...
Proceedings of the 2017 Conference on Innovative Data Systems Research (CIDR), 2017
1732017
Musketeer: all for one, one for all in data processing systems
I Gog, M Schwarzkopf, N Crooks, MP Grosvenor, A Clement, S Hand
Proceedings of the 10th ACM European Conference on Computer Systems, 2, 2015
1612015
AIFM: High-Performance, Application-Integrated Far Memory
Z Ruan, M Schwarzkopf, MK Aguilera, A Belay
Proceedings of the 14th USENIX Symposium on Operating Systems Design and …, 2020
1582020
Conclave: secure multi-party computation on big data
N Volgushev, M Schwarzkopf, B Getchell, M Varia, A Lapets, A Bestavros
Proceedings of the 14th European Conference on Computer Systems (EuroSys), 2019
1372019
Conclave: secure multi-party computation on big data (extended TR)
N Volgushev, M Schwarzkopf, B Getchell, M Varia, A Lapets, A Bestavros
arXiv preprint arXiv:1902.06288, 2019
1372019
Broom: sweeping out Garbage Collection from Big Data systems
I Gog, J Giceva, M Schwarzkopf, K Vaswani, D Vytiniotis, G Ramalingan, ...
Proceedings of the 15th USENIX Workshop on Hot Topics in Operating Systems, 2015
1252015
Raft Refloated: Do We Have Consensus?
H Howard, M Schwarzkopf, A Madhavapeddy, J Crowcroft
ACM SIGOPS Operating Systems Review 49 (1), 12-21, 2015
1032015
Variance Reduction for Reinforcement Learning in Input-Driven Environments
H Mao, SB Venkatakrishnan, M Schwarzkopf, M Alizadeh
arXiv preprint arXiv:1807.02264, 2018
1002018
Evaluating end-to-end optimization for data analytics applications in weld
S Palkar, J Thomas, D Narayanan, P Thaker, R Palamuttam, P Negi, ...
Proceedings of the VLDB Endowment 11 (9), 1002-1015, 2018
942018
The Seven Deadly Sins of Cloud Computing Research
M Schwarzkopf, DG Murray, S Hand
Proceedings of HotCloud, 2012
772012
Noria: dynamic, partially-stateful data-flow for high-performance Web applications
J Gjengset, M Schwarzkopf, J Behrens, LT Araújo, M Ek, E Kohler, ...
Proceedings of the 13th USENIX Conference on Operating Systems Design and …, 2018
712018
Position: GDPR Compliance by Construction
M Schwarzkopf, E Kohler, M Frans Kaashoek, R Morris
Heterogeneous Data Management, Polystores, and Analytics for Healthcare …, 2019
412019
Non-volatile storage
M Nanavati, M Schwarzkopf, J Wires, A Warfield
Communications of the ACM 59 (1), 56-63, 2015
372015
Towards safe online reinforcement learning in computer systems
H Mao, M Schwarzkopf, H He, M Alizadeh
NeurIPS Machine Learning for Systems Workshop, 2019
332019
Tuplex: Data Science in Python at Native Code Speed
L Spiegelberg, R Yesantharao, M Schwarzkopf, T Kraska
Proceedings of the 2021 International Conference on Management of Data, 1718 …, 2021
312021
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Articles 1–20