Malte Schwarzkopf

According to our database, Malte Schwarzkopf authored at least 48 papers between 2009 and 2023.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2023

Locally Constrained Policy Optimization for Online Reinforcement Learning in Non-Stationary Input-Driven Environments.

Pouya Hamadanian, Arash Nasr-Esfahany, Siddartha Sen, Malte Schwarzkopf, Mohammad Alizadeh

CoRR, 2023

Hyperspecialized Compilation for Serverless Data Analytics.

Leonhard F. Spiegelberg, Tim Kraska, Malte Schwarzkopf

Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

Edna: Disguising and Revealing User Data in Web Applications.

Lillian Tsai, Hannah Gross, Eddie Kohler, M. Frans Kaashoek, Malte Schwarzkopf

Proceedings of the 29th Symposium on Operating Systems Principles, 2023

K9db: Privacy-Compliant Storage For Web Applications By Construction.

Kinan Dak Albab, Ishan Sharma, Justus Adam, Benjamin Kilimnik, Aaron R. Jeyaraj, Raj Paul, Artem Agvanian, Leonhard F. Spiegelberg, Malte Schwarzkopf

Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

Nu: Achieving Microsecond-Scale Resource Fungibility with Logical Processes.

Zhenyuan Ruan, Seo Jin Park, Marcos K. Aguilera, Adam Belay, Malte Schwarzkopf

Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Unleashing True Utility Computing with Quicksand.

Zhenyuan Ruan, Shihang Li, Kaiyan Fan, Marcos K. Aguilera, Adam Belay, Seo Jin Park, Malte Schwarzkopf

Proceedings of the 19th Workshop on Hot Topics in Operating Systems, 2023

Towards Increased Datacenter Efficiency with Soft Memory.

Megan Frisella, Shirley Loayza Sanchez, Malte Schwarzkopf

Proceedings of the 19th Workshop on Hot Topics in Operating Systems, 2023

2022

Reinforcement Learning in Time-Varying Systems: an Empirical Study.

Pouya Hamadanian, Malte Schwarzkopf, Siddartha Sen, Mohammad Alizadeh

CoRR, 2022

2021

Retrofitting GDPR Compliance onto Legacy Databases.

Archita Agarwal, Marilyn George, Aaron R. Jeyaraj, Malte Schwarzkopf

Proc. VLDB Endow., 2021

Tuplex: Data Science in Python at Native Code Speed.

Leonhard F. Spiegelberg, Rahul Yesantharao, Malte Schwarzkopf, Tim Kraska

Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Privacy heroes need data disguises.

Lillian Tsai, Malte Schwarzkopf, Eddie Kohler

Proceedings of the HotOS '21: Workshop on Hot Topics in Operating Systems, 2021

Burnt topics in operating systems.

Malte Schwarzkopf

Proceedings of the HotOS '21: Workshop on Hot Topics in Operating Systems, 2021

2020

Shared Arrangements: practical inter-query sharing for streaming dataflows.

Frank McSherry, Andrea Lattuada, Malte Schwarzkopf, Timothy Roscoe

Proc. VLDB Endow., 2020

AIFM: High-Performance, Application-Integrated Far Memory.

Zhenyuan Ruan, Malte Schwarzkopf, Marcos K. Aguilera, Adam Belay

Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

2019

Noria: A New Take on Fast Web Application Backends.

Jon Gjengset, Malte Schwarzkopf, Jonathan Behrens, Lara Timbó Araújo, Martin Ek, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris

login Usenix Mag., 2019

Conclave: secure multi-party computation on big data (extended TR).

Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros

CoRR, 2019

Position: GDPR Compliance by Construction.

Malte Schwarzkopf, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris

Proceedings of the Heterogeneous Data Management, Polystores, and Analytics for Healthcare, 2019

Learning scheduling algorithms for data processing clusters.

Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan, Zili Meng, Mohammad Alizadeh

Proceedings of the ACM Special Interest Group on Data Communication, 2019

Variance Reduction for Reinforcement Learning in Input-Driven Environments.

Hongzi Mao, Shaileshh Bojja Venkatakrishnan, Malte Schwarzkopf, Mohammad Alizadeh

Proceedings of the 7th International Conference on Learning Representations, 2019

Towards Multiverse Databases.

Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Tappan Morris, M. Frans Kaashoek, Sam Madden

Proceedings of the Workshop on Hot Topics in Operating Systems, 2019

Conclave: secure multi-party computation on big data.

Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros

Proceedings of the Fourteenth EuroSys Conference 2019, Dresden, Germany, March 25-28, 2019, 2019

2018

Operating system support for warehouse-scale computing.

Malte Schwarzkopf

PhD thesis, 2018

Evaluating End-to-End Optimization for Data Analytics Applications in Weld.

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

Proc. VLDB Endow., 2018

K-Pg: Shared State in Differential Dataflows.

Frank McSherry, Andrea Lattuada, Malte Schwarzkopf

CoRR, 2018

Research for practice: cluster scheduling for datacenters.

Malte Schwarzkopf, Peter Bailis

Commun. ACM, 2018

Noria: dynamic, partially-stateful data-flow for high-performance web applications.

Jon Gjengset, Malte Schwarzkopf, Jonathan Behrens, Lara Timbó Araújo, Martin Ek, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris

Proceedings of the 13th USENIX Symposium on Operating Systems Design and Implementation, 2018

2017

Cluster Scheduling for Data Centers.

Malte Schwarzkopf

ACM Queue, 2017

Weld: Rethinking the Interface Between Data-Intensive Applications.

Shoumik Palkar, James Thomas, Deepak Narayanan, Anil Shanbhag, Rahul Palamuttam, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Samuel Madden, Matei Zaharia

CoRR, 2017

A Common Runtime for High Performance Data Analysis.

Shoumik Palkar, James Thomas, Anil Shanbhag, Deepak Narayanan, Holger Pirk, Malte Schwarzkopf, Saman P. Amarasinghe, Matei Zaharia

Proceedings of the 8th Biennial Conference on Innovative Data Systems Research, 2017

2016

DEMO: Integrating MPC in Big Data Workflows.

Nikolaj Volgushev, Malte Schwarzkopf, Andrei Lapets, Mayank Varia, Azer Bestavros

IACR Cryptol. ePrint Arch., 2016

Firmament: Fast, Centralized Cluster Scheduling at Scale.

Ionel Gog, Malte Schwarzkopf, Adam Gleave, Robert N. M. Watson, Steven Hand

Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

2015

Jump the Queue to Lower Latency.

Matthew P. Grosvenor, Malte Schwarzkopf, Ionel Gog, Andrew W. Moore

login Usenix Mag., 2015

Raft Refloated: Do We Have Consensus?

Heidi Howard, Malte Schwarzkopf, Anil Madhavapeddy, Jon Crowcroft

ACM SIGOPS Oper. Syst. Rev., 2015

Non-volatile Storage.

Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield

ACM Queue, 2015

Queues Don't Matter When You Can JUMP Them!

Matthew P. Grosvenor, Malte Schwarzkopf, Ionel Gog, Robert N. M. Watson, Andrew W. Moore, Steven Hand, Jon Crowcroft

Proceedings of the 12th USENIX Symposium on Networked Systems Design and Implementation, 2015

Broom: Sweeping Out Garbage Collection from Big Data Systems.

Ionel Gog, Jana Giceva, Malte Schwarzkopf, Kapil Vaswani, Dimitrios Vytiniotis, Ganesan Ramalingam, Manuel Costa, Derek Gordon Murray, Steven Hand, Michael Isard

Proceedings of the 15th Workshop on Hot Topics in Operating Systems, 2015

Musketeer: all for one, one for all in data processing systems.

Ionel Gog, Malte Schwarzkopf, Natacha Crooks, Matthew P. Grosvenor, Allen Clement, Steven Hand

Proceedings of the Tenth European Conference on Computer Systems, 2015

2013

R2D2: bufferless, switchless data center networks using commodity ethernet hardware.

Matthew P. Grosvenor, Malte Schwarzkopf, Andrew W. Moore

Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Omega: flexible, scalable schedulers for large compute clusters.

Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes

Proceedings of the Eighth Eurosys Conference 2013, 2013

New wine in old skins: the case for distributed operating systems in the data center.

Malte Schwarzkopf, Matthew P. Grosvenor, Steven Hand

Proceedings of the Asia-Pacific Workshop on Systems, 2013

2012

Please mind the gap between intra- and inter-chassis parallelism! (and how it can be closed).

Malte Schwarzkopf, Derek Gordon Murray, Steven Hand

Tiny Trans. Comput. Sci., 2012

The Seven Deadly Sins of Cloud Computing Research.

Malte Schwarzkopf, Derek Gordon Murray, Steven Hand

Proceedings of the 4th USENIX Workshop on Hot Topics in Cloud Computing, 2012

A down-to-earth look at the cloud host OS.

Malte Schwarzkopf, Steven Hand

Proceedings of the 1st International Workshop on Hot Topics in Cloud Data Processing, 2012

2011

CIEL: A Universal Execution Engine for Distributed Data-Flow Computing.

Derek Gordon Murray, Malte Schwarzkopf, Christopher Smowton, Steven Smith, Anil Madhavapeddy, Steven Hand

Proceedings of the 8th USENIX Symposium on Networked Systems Design and Implementation, 2011

Unclouded Vision.

Jon Crowcroft, Anil Madhavapeddy, Malte Schwarzkopf, Theodore Hong, Richard Mortier

Proceedings of the Distributed Computing and Networking - 12th International Conference, 2011

2010

Using Dust Clouds to Enhance Anonymous Communication (Transcript of Discussion).

Malte Schwarzkopf

Proceedings of the Security Protocols XVIII, 2010

Using Dust Clouds to Enhance Anonymous Communication.

Richard Mortier, Anil Madhavapeddy, Theodore Hong, Derek Gordon Murray, Malte Schwarzkopf

Proceedings of the Security Protocols XVIII, 2010

2009

Proteus - Semi-Automatic Interactive Structure-from-Motion.

Malte Schwarzkopf, Christian Richardt

Proceedings of the 14th International Workshop on Vision, Modeling, and Visualization, 2009