Malte Schwarzkopf

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 40

Top Topics

Variance Reduction

Garbage Collection

Top Venues

Proc. VLDB Endow.

Publications

Leonhard F. Spiegelberg, Tim Kraska, Malte Schwarzkopf
Hyperspecialized Compilation for Serverless Data Analytics. VLDB Workshops (2023)
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 (2023)
Zhenyuan Ruan, Seo Jin Park, Marcos K. Aguilera, Adam Belay, Malte Schwarzkopf
Nu: Achieving Microsecond-Scale Resource Fungibility with Logical Processes. NSDI (2023)
Zhenyuan Ruan, Shihang Li, Kaiyan Fan, Marcos K. Aguilera, Adam Belay, Seo Jin Park, Malte Schwarzkopf
Unleashing True Utility Computing with Quicksand. HotOS (2023)
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)
Lillian Tsai, Hannah Gross, Eddie Kohler, M. Frans Kaashoek, Malte Schwarzkopf
Edna: Disguising and Revealing User Data in Web Applications. SOSP (2023)
Megan Frisella, Shirley Loayza Sanchez, Malte Schwarzkopf
Towards Increased Datacenter Efficiency with Soft Memory. HotOS (2023)
Pouya Hamadanian, Malte Schwarzkopf, Siddartha Sen, Mohammad Alizadeh
Reinforcement Learning in Time-Varying Systems: an Empirical Study. CoRR (2022)
Malte Schwarzkopf
Burnt topics in operating systems. HotOS (2021)
Lillian Tsai, Malte Schwarzkopf, Eddie Kohler
Privacy heroes need data disguises. HotOS (2021)
Leonhard F. Spiegelberg, Rahul Yesantharao, Malte Schwarzkopf, Tim Kraska
Tuplex: Data Science in Python at Native Code Speed. SIGMOD Conference (2021)
Archita Agarwal, Marilyn George, Aaron R. Jeyaraj, Malte Schwarzkopf
Retrofitting GDPR Compliance onto Legacy Databases. Proc. VLDB Endow. 15 (4) (2021)
Frank McSherry, Andrea Lattuada, Malte Schwarzkopf, Timothy Roscoe
Shared Arrangements: practical inter-query sharing for streaming dataflows. Proc. VLDB Endow. 13 (10) (2020)
Zhenyuan Ruan, Malte Schwarzkopf, Marcos K. Aguilera, Adam Belay
AIFM: High-Performance, Application-Integrated Far Memory. OSDI (2020)
Alana Marzoev, Lara Timbó Araújo, Malte Schwarzkopf, Samyukta Yagati, Eddie Kohler, Robert Tappan Morris, M. Frans Kaashoek, Sam Madden
Towards Multiverse Databases. HotOS (2019)
Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros
Conclave: secure multi-party computation on big data (extended TR). CoRR (2019)
Hongzi Mao, Shaileshh Bojja Venkatakrishnan, Malte Schwarzkopf, Mohammad Alizadeh
Variance Reduction for Reinforcement Learning in Input-Driven Environments. ICLR (Poster) (2019)
Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan, Zili Meng, Mohammad Alizadeh
Learning scheduling algorithms for data processing clusters. SIGCOMM (2019)
Nikolaj Volgushev, Malte Schwarzkopf, Ben Getchell, Mayank Varia, Andrei Lapets, Azer Bestavros
Conclave: secure multi-party computation on big data. EuroSys (2019)
Malte Schwarzkopf, Eddie Kohler, M. Frans Kaashoek, Robert Tappan Morris
Position: GDPR Compliance by Construction. Poly/DMAH@VLDB (2019)
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)
Hongzi Mao, Shaileshh Bojja Venkatakrishnan, Malte Schwarzkopf, Mohammad Alizadeh
Variance Reduction for Reinforcement Learning in Input-Driven Environments. CoRR (2018)
Shoumik Palkar, James J. 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) (2018)
Hongzi Mao, Malte Schwarzkopf, Shaileshh Bojja Venkatakrishnan, Zili Meng, Mohammad Alizadeh
Learning Scheduling Algorithms for Data Processing Clusters. CoRR (2018)
Malte Schwarzkopf, Peter Bailis
Research for practice: cluster scheduling for datacenters. Commun. ACM 61 (5) (2018)
Frank McSherry, Andrea Lattuada, Malte Schwarzkopf
K-Pg: Shared State in Differential Dataflows. CoRR (2018)
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)
Shoumik Palkar, James J. 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 (2017)
Shoumik Palkar, James J. Thomas, Anil Shanbhag, Malte Schwarzkopf, Saman P. Amarasinghe, Matei Zaharia
A Common Runtime for High Performance Data Analysis. CIDR (2017)
Malte Schwarzkopf
Cluster Scheduling for Data Centers. ACM Queue 15 (5) (2017)
Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield
Non-volatile storage. Commun. ACM 59 (1) (2016)
Nikolaj Volgushev, Malte Schwarzkopf, Andrei Lapets, Mayank Varia, Azer Bestavros
DEMO: Integrating MPC in Big Data Workflows. CCS (2016)
Nikolaj Volgushev, Malte Schwarzkopf, Andrei Lapets, Mayank Varia, Azer Bestavros
DEMO: Integrating MPC in Big Data Workflows. IACR Cryptol. ePrint Arch. 2016 (2016)
Ionel Gog, Malte Schwarzkopf, Adam Gleave, Robert N. M. Watson, Steven Hand
Firmament: Fast, Centralized Cluster Scheduling at Scale. OSDI (2016)
Mihir Nanavati, Malte Schwarzkopf, Jake Wires, Andrew Warfield
Non-volatile Storage. ACM Queue 13 (9) (2015)
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)
Heidi Howard, Malte Schwarzkopf, Anil Madhavapeddy, Jon Crowcroft
Raft Refloated: Do We Have Consensus? ACM SIGOPS Oper. Syst. Rev. 49 (1) (2015)
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)
Matthew P. Grosvenor, Malte Schwarzkopf, Ionel Gog, Andrew W. Moore
Jump the Queue to Lower Latency. login Usenix Mag. 40 (2) (2015)
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)
Matthew P. Grosvenor, Malte Schwarzkopf, Andrew W. Moore
R2D2: bufferless, switchless data center networks using commodity ethernet hardware. SIGCOMM (2013)
Malte Schwarzkopf, Andy Konwinski, Michael Abd-El-Malek, John Wilkes
Omega: flexible, scalable schedulers for large compute clusters. EuroSys (2013)
Malte Schwarzkopf, Matthew P. Grosvenor, Steven Hand
New wine in old skins: the case for distributed operating systems in the data center. APSys (2013)
Malte Schwarzkopf, Steven Hand
A down-to-earth look at the cloud host OS. HotCDP@EuroSys (2012)
Malte Schwarzkopf, Derek Gordon Murray, Steven Hand
The Seven Deadly Sins of Cloud Computing Research. HotCloud (2012)
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)
Jon Crowcroft, Anil Madhavapeddy, Malte Schwarzkopf, Theodore Hong, Richard Mortier
Unclouded Vision. ICDCN (2011)
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)
Malte Schwarzkopf
Using Dust Clouds to Enhance Anonymous Communication (Transcript of Discussion). Security Protocols Workshop (2010)
Richard Mortier, Anil Madhavapeddy, Theodore Hong, Derek Gordon Murray, Malte Schwarzkopf
Using Dust Clouds to Enhance Anonymous Communication. Security Protocols Workshop (2010)
Malte Schwarzkopf, Christian Richardt
Proteus - Semi-Automatic Interactive Structure-from-Motion. VMV (2009)