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Malte Schwarzkopf
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2020 – today
- 2023
- [c32]Megan Frisella
, Shirley Loayza Sanchez
, Malte Schwarzkopf
:
Towards Increased Datacenter Efficiency with Soft Memory. HotOS 2023: 127-134 - [c31]Zhenyuan Ruan
, Shihang Li
, Kaiyan Fan
, Marcos K. Aguilera
, Adam Belay
, Seo Jin Park
, Malte Schwarzkopf
:
Unleashing True Utility Computing with Quicksand. HotOS 2023: 196-205 - [c30]Zhenyuan Ruan, Seo Jin Park, Marcos K. Aguilera, Adam Belay, Malte Schwarzkopf:
Nu: Achieving Microsecond-Scale Resource Fungibility with Logical Processes. NSDI 2023: 1409-1427 - [c29]Kinan Dak Albab, Ishan Sharma, Justus Adam, Benjamin Kilimnik, Aaron R. Jeyaraj, Raj Paul, Artem Agvanian, Leonhard F. Spiegelberg, Malte Schwarzkopf:
K9db: Privacy-Compliant Storage For Web Applications By Construction. OSDI 2023: 99-116 - [c28]Lillian Tsai
, Hannah Gross
, Eddie Kohler
, M. Frans Kaashoek
, Malte Schwarzkopf
:
Edna: Disguising and Revealing User Data in Web Applications. SOSP 2023: 434-450 - [c27]Leonhard F. Spiegelberg, Tim Kraska, Malte Schwarzkopf:
Hyperspecialized Compilation for Serverless Data Analytics. VLDB Workshops 2023 - [e1]Malte Schwarzkopf, Andrew Baumann, Natacha Crooks:
Proceedings of the 19th Workshop on Hot Topics in Operating Systems, HOTOS 2023, Providence, RI, USA, June 22-24, 2023. ACM 2023 [contents] - [i9]Pouya Hamadanian, Arash Nasr-Esfahany, Siddartha Sen, Malte Schwarzkopf, Mohammad Alizadeh:
Locally Constrained Policy Optimization for Online Reinforcement Learning in Non-Stationary Input-Driven Environments. CoRR abs/2302.02182 (2023) - 2022
- [i8]Pouya Hamadanian, Malte Schwarzkopf, Siddartha Sen, Mohammad Alizadeh:
Reinforcement Learning in Time-Varying Systems: an Empirical Study. CoRR abs/2201.05560 (2022) - 2021
- [j10]Archita Agarwal, Marilyn George, Aaron R. Jeyaraj, Malte Schwarzkopf:
Retrofitting GDPR Compliance onto Legacy Databases. Proc. VLDB Endow. 15(4): 958-970 (2021) - [c26]Lillian Tsai, Malte Schwarzkopf, Eddie Kohler:
Privacy heroes need data disguises. HotOS 2021: 112-118 - [c25]Malte Schwarzkopf:
Burnt topics in operating systems. HotOS 2021: 238 - [c24]Leonhard F. Spiegelberg, Rahul Yesantharao
, Malte Schwarzkopf, Tim Kraska:
Tuplex: Data Science in Python at Native Code Speed. SIGMOD Conference 2021: 1718-1731 - 2020
- [j9]Frank McSherry, Andrea Lattuada
, Malte Schwarzkopf, Timothy Roscoe:
Shared Arrangements: practical inter-query sharing for streaming dataflows. Proc. VLDB Endow. 13(10): 1793-1806 (2020) - [c23]Zhenyuan Ruan, Malte Schwarzkopf, Marcos K. Aguilera, Adam Belay:
AIFM: High-Performance, Application-Integrated Far Memory. OSDI 2020: 315-332
2010 – 2019
- 2019
- [j8]Jon Gjengset, Malte Schwarzkopf, Jonathan Behrens, Lara Timbó Araújo, Martin Ek, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris:
Noria: A New Take on Fast Web Application Backends. login Usenix Mag. 44(1) (2019) - [c22]Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets
, Azer Bestavros:
Conclave: secure multi-party computation on big data. EuroSys 2019: 3:1-3:18 - [c21]Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Tappan Morris, M. Frans Kaashoek, Sam Madden:
Towards Multiverse Databases. HotOS 2019: 88-95 - [c20]Hongzi Mao, Shaileshh Bojja Venkatakrishnan
, Malte Schwarzkopf, Mohammad Alizadeh:
Variance Reduction for Reinforcement Learning in Input-Driven Environments. ICLR (Poster) 2019 - [c19]Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan
, Zili Meng
, Mohammad Alizadeh:
Learning scheduling algorithms for data processing clusters. SIGCOMM 2019: 270-288 - [c18]Malte Schwarzkopf, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris:
Position: GDPR Compliance by Construction. Poly/DMAH@VLDB 2019: 39-53 - [i7]Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros:
Conclave: secure multi-party computation on big data (extended TR). CoRR abs/1902.06288 (2019) - 2018
- [b1]Malte Schwarzkopf:
Operating system support for warehouse-scale computing. University of Cambridge, UK, 2018 - [j7]Malte Schwarzkopf, Peter Bailis:
Research for practice: cluster scheduling for datacenters. Commun. ACM 61(5): 50-53 (2018) - [j6]Shoumik Palkar, James Thomas, Deepak Narayanan, Pratiksha Thaker, Rahul Palamuttam, Parimarjan Negi, Anil Shanbhag, Malte Schwarzkopf, Holger Pirk, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia
:
Evaluating End-to-End Optimization for Data Analytics Applications in Weld. Proc. VLDB Endow. 11(9): 1002-1015 (2018) - [c17]Jon Gjengset, Malte Schwarzkopf, Jonathan Behrens, Lara Timbó Araújo, Martin Ek, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris:
Noria: dynamic, partially-stateful data-flow for high-performance web applications. OSDI 2018: 213-231 - [i6]Hongzi Mao, Shaileshh Bojja Venkatakrishnan, Malte Schwarzkopf, Mohammad Alizadeh:
Variance Reduction for Reinforcement Learning in Input-Driven Environments. CoRR abs/1807.02264 (2018) - [i5]Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan, Zili Meng, Mohammad Alizadeh:
Learning Scheduling Algorithms for Data Processing Clusters. CoRR abs/1810.01963 (2018) - [i4]Frank McSherry, Andrea Lattuada, Malte Schwarzkopf:
K-Pg: Shared State in Differential Dataflows. CoRR abs/1812.02639 (2018) - 2017
- [j5]Malte Schwarzkopf:
Cluster Scheduling for Data Centers. ACM Queue 15(5): 70 (2017) - [c16]Shoumik Palkar, James Thomas, Anil Shanbhag, Deepak Narayanan, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Matei Zaharia:
A Common Runtime for High Performance Data Analysis. CIDR 2017 - [i3]Shoumik Palkar, James Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia:
Weld: Rethinking the Interface Between Data-Intensive Applications. CoRR abs/1709.06416 (2017) - 2016
- [j4]Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield:
Non-volatile storage. Commun. ACM 59(1): 56-63 (2016) - [c15]Nikolaj Volgushev, Malte Schwarzkopf, Andrei Lapets
, Mayank Varia, Azer Bestavros
:
DEMO: Integrating MPC in Big Data Workflows. CCS 2016: 1844-1846 - [c14]Ionel Gog, Malte Schwarzkopf, Adam Gleave, Robert N. M. Watson, Steven Hand:
Firmament: Fast, Centralized Cluster Scheduling at Scale. OSDI 2016: 99-115 - [i2]Nikolaj Volgushev, Malte Schwarzkopf, Andrei Lapets, Mayank Varia, Azer Bestavros:
DEMO: Integrating MPC in Big Data Workflows. IACR Cryptol. ePrint Arch. 2016: 883 (2016) - 2015
- [j3]Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield:
Non-volatile Storage. ACM Queue 13(9): 20 (2015) - [j2]Heidi Howard, Malte Schwarzkopf, Anil Madhavapeddy
, Jon Crowcroft
:
Raft Refloated: Do We Have Consensus? ACM SIGOPS Oper. Syst. Rev. 49(1): 12-21 (2015) - [j1]Matthew P. Grosvenor, Malte Schwarzkopf, Ionel Gog, Andrew W. Moore:
Jump the Queue to Lower Latency. login Usenix Mag. 40(2) (2015) - [c13]Ionel Gog, Malte Schwarzkopf, Natacha Crooks, Matthew P. Grosvenor, Allen Clement, Steven Hand:
Musketeer: all for one, one for all in data processing systems. EuroSys 2015: 2:1-2:16 - [c12]Ionel Gog, Jana Giceva, Malte Schwarzkopf, Kapil Vaswani, Dimitrios Vytiniotis, Ganesan Ramalingam, Manuel Costa, Derek Gordon Murray, Steven Hand, Michael Isard:
Broom: Sweeping Out Garbage Collection from Big Data Systems. HotOS 2015 - [c11]Matthew P. Grosvenor, Malte Schwarzkopf, Ionel Gog, Robert N. M. Watson, Andrew W. Moore, Steven Hand, Jon Crowcroft:
Queues Don't Matter When You Can JUMP Them! NSDI 2015: 1-14 - 2013
- [c10]Malte Schwarzkopf, Matthew P. Grosvenor, Steven Hand:
New wine in old skins: the case for distributed operating systems in the data center. APSys 2013: 9:1-9:7 - [c9]Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes:
Omega: flexible, scalable schedulers for large compute clusters. EuroSys 2013: 351-364 - [c8]Matthew P. Grosvenor, Malte Schwarzkopf, Andrew W. Moore
:
R2D2: bufferless, switchless data center networks using commodity ethernet hardware. SIGCOMM 2013: 507-508 - 2012
- [c7]Malte Schwarzkopf, Steven Hand:
A down-to-earth look at the cloud host OS. HotCDP@EuroSys 2012: 3:1-3:5 - [c6]Malte Schwarzkopf, Derek Gordon Murray, Steven Hand:
The Seven Deadly Sins of Cloud Computing Research. HotCloud 2012 - [i1]Malte Schwarzkopf, Derek Gordon Murray, Steven Hand:
Please mind the gap between intra- and inter-chassis parallelism! (and how it can be closed). Tiny Trans. Comput. Sci. 1 (2012) - 2011
- [c5]Jon Crowcroft
, Anil Madhavapeddy
, Malte Schwarzkopf, Theodore Hong, Richard Mortier:
Unclouded Vision. ICDCN 2011: 29-40 - [c4]Derek Gordon Murray, Malte Schwarzkopf, Christopher Smowton, Steven Smith, Anil Madhavapeddy, Steven Hand:
CIEL: A Universal Execution Engine for Distributed Data-Flow Computing. NSDI 2011 - 2010
- [c3]Richard Mortier, Anil Madhavapeddy
, Theodore Hong, Derek Gordon Murray, Malte Schwarzkopf:
Using Dust Clouds to Enhance Anonymous Communication. Security Protocols Workshop 2010: 54-59 - [c2]Malte Schwarzkopf:
Using Dust Clouds to Enhance Anonymous Communication (Transcript of Discussion). Security Protocols Workshop 2010: 60-70
2000 – 2009
- 2009
- [c1]Malte Schwarzkopf, Christian Richardt:
Proteus - Semi-Automatic Interactive Structure-from-Motion. VMV 2009: 391-392
Coauthor Index
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