Daniel S. Berger

Principal Researcher

Papiers de Collaboration

Afficher par:

- Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
  
  Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
  
  ASPLOS | March 2025
  
  Publication Projet
- My CXL Pool Obviates Your PCIe Switch
  
  Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Antonis Psistakis, Joshua Fried, Asaf Cidon
  
  OSDI 2025 | March 2025
  
  DOI Publication Publication
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Projet
- FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces
  
  Sara McAllister, Sherry Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  USENIX OSDI 2024 | July 2024
  
  Preprint
- Managing Memory Tiers with CXL in Virtualized Environments
  
  Yuhong Zhong, Daniel S. Berger, Carl Waldspurger, Ishwar Agarwal, Rajat Agarwal, Frank Hady, Karthik Kumar, Mark D. Hill, Mosharaf Chowdhury, Asaf Cidon
  
  USENIX OSDI | July 2024
  
  Publication
- Designing Cloud Servers for Lower Carbon
  
  Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman
  
  ISCA | June 2024
  
  Publication
- Baleen: ML Admission & Prefetching for Flash Caches
  
  Daniel Lin-Kit Wong, Hao Wu, Carson Molder, S. Gunasekar, Jimmy Lu, Snehal Khandkar, Abhinav Sharma, Daniel S. Berger, Nathan Beckmann, G. R. Ganger
  
  USENIX FAST | February 2024
  
  Publication
- Enso: A Streaming Interface for NIC-Application Communication
  
  Hugo Sadok, Nirav Atre, Zhipeng Zhao, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry, Ren Wang
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  OSDI Best Paper Award
  
  Publication
- Hyrax: Fail-in-Place Server Operation in Cloud Platforms
  
  Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  Publication Projet Projet
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Projet
- An Introduction to the Compute Express Link (CXL) Interconnect
  
  Debendra Das Sharma, R. Blankenship, Daniel S. Berger
  
  June 2023
  
  DOI Publication
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
  
  Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
  
  Distinguished Paper Award
  
  Publication Projet
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Projet
- Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
  
  Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
  
  IEEE Micro | February 2023, Vol 43(2): pp. 30-38
  
  Publication Projet
- C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery
  
  Juncheng Yang, Anirudh Sabnis, Daniel S. Berger, K. V. Rashmi, Ramesh K. Sitaraman
  
  Networked Systems Design and Implementation (NSDI) | April 2022
  
  Publication
- SOL: Safe On-Node Learning in Cloud Platforms
  
  Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
  
  Publication Projet
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication
- Towards a Cost vs. Quality Sweet Spot for Monitoring Networks
  
  Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula
  
  HotNets 2021 | November 2021
  
  Publication Author's Version
- Kangaroo: Caching Billions of Tiny Objects on Flash
  
  Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
  
  October 2021
  
  SOSP 2021 Best Paper Award
- Don’t Be a Blockhead: Zoned Namespaces Make Work on Conventional SSDs Obsolete
  
  Theano Stavrinos, Daniel S. Berger, Ethan Katz-Bassett, Wyatt Lloyd
  
  HotOS | May 2021
  
  Publication
- We need kernel interposition over the network dataplane
  
  Hugo Sadok, Zhipeng Zhao, Valerie Choung, Nirav Atre, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry
  
  HotOS | May 2021
  
  Publication PDF Publication
- The CacheLib Caching Engine: Design and Experiences at Scale
  
  Benjamin Berg, Daniel S. Berger, Sara McAllister, Isaac Grosof, Sathya Gunasekar, Jimmy Lu, Michael Uhlar, Jim Carrig, Nathan Beckmann, Mor Harchol-Balter, Gregory R. Ganger
  
  2020 Operating Systems Design and Implementation | October 2020
  
  Publication Publication
- Caching with Delayed Hits
  
  Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
  
  2020 ACM Special Interest Group on Data Communication | July 2020
  
  Publication Publication Publication
- Learning Relaxed Belady for Content Distribution Network Caching
  
  Zhenyu Song, Daniel S. Berger, Kai Li, Wyatt Lloyd
  
  2020 Networked Systems Design and Implementation | March 2020
  
  Publication Publication Publication
- Maximizing Page-Level Cache Hit Ratios in Large Web Services
  
  Justin Wang, Benjamin Berg, Daniel S. Berger, Siddhartha Sen
  
  2019 Measurement and Modeling of Computer Systems | January 2019
  
  Publication Publication
- Towards Lightweight and Robust Machine Learning for CDN Caching
  
  Daniel S. Berger
  
  2018 Hot Topics in Networks | November 2018
  
  Publication Publication Publication
- RobinHood: tail latency-aware caching—dynamically reallocating from cache-rich to cache-poor
  
  Daniel S. Berger, Benjamin Berg, Timothy Zhu, Mor Harchol-Balter, Siddhartha Sen
  
  2018 Operating Systems Design and Implementation | October 2018
  
  DOI PDF Publication Publication
- Practical Bounds on Optimal Caching with Variable Object Sizes
  
  Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
  
  SIGMETRICS | June 2018
  
  Publication PDF Publication
- Adaptsize: orchestrating the hot object memory cache in a content delivery network
  
  Daniel S. Berger, Ramesh K. Sitaraman, Mor Harchol-Balter
  
  2017 Networked Systems Design and Implementation | March 2017
  
  Publication Publication
- SNC-Meister: Admitting More Tenants with Tail Latency SLOs
  
  Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI PDF Publication
- Friendly Jamming on Access Points: Analysis and Real-World Measurements
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  IEEE Transactions on Wireless Communications | August 2016, Vol 15(9): pp. 6189-6202
  
  Publication Publication
- Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
  
  Martin Karsten, Daniel S. Berger, Jens Schmitt
  
  2016 International Teletraffic Congress | August 2016
  
  Publication Publication
- Maximizing Cache Hit Ratios by Variance Reduction
  
  Daniel S. Berger, Sebastian Henningsen, Florin Ciucu, Jens Schmitt
  
  2015 Measurement and Modeling of Computer Systems | September 2015
  
  DOI PDF Publication
- Exact analysis of TTL cache networks
  
  Daniel S. Berger, [Guest] Philipp Gland (philipp-gland), [Guest] Sahil Singla (sahil-singla), [Guest] Florin Ciucu (florin-ciucu)
  
  Performance Evaluation | August 2014, Vol 79: pp. 2-23
  
  IFIP Performance Best Paper
  
  DOI
- Gaining insight on friendly jamming in a real-world IEEE 802.11 network
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  2014 Wireless Network Security | July 2014
  
  ACM WiSec Best Student Paper
  
  DOI Publication
- On the relevance of adversarial queueing theory in practice
  
  Daniel S. Berger, Martin Karsten, Jens Schmitt
  
  2014 Measurement and Modeling of Computer Systems | June 2014
  
  DOI PDF

- My CXL Pool Obviates Your PCIe Switch
  
  Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Antonis Psistakis, Joshua Fried, Asaf Cidon
  
  OSDI 2025 | March 2025
  
  DOI Publication Publication
- Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
  
  Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
  
  ASPLOS | March 2025
  
  Publication Projet
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Projet
- FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces
  
  Sara McAllister, Sherry Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  USENIX OSDI 2024 | July 2024
  
  Preprint
- Managing Memory Tiers with CXL in Virtualized Environments
  
  Yuhong Zhong, Daniel S. Berger, Carl Waldspurger, Ishwar Agarwal, Rajat Agarwal, Frank Hady, Karthik Kumar, Mark D. Hill, Mosharaf Chowdhury, Asaf Cidon
  
  USENIX OSDI | July 2024
  
  Publication
- Designing Cloud Servers for Lower Carbon
  
  Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman
  
  ISCA | June 2024
  
  Publication
- Baleen: ML Admission & Prefetching for Flash Caches
  
  Daniel Lin-Kit Wong, Hao Wu, Carson Molder, S. Gunasekar, Jimmy Lu, Snehal Khandkar, Abhinav Sharma, Daniel S. Berger, Nathan Beckmann, G. R. Ganger
  
  USENIX FAST | February 2024
  
  Publication
- Enso: A Streaming Interface for NIC-Application Communication
  
  Hugo Sadok, Nirav Atre, Zhipeng Zhao, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry, Ren Wang
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  OSDI Best Paper Award
  
  Publication
- Hyrax: Fail-in-Place Server Operation in Cloud Platforms
  
  Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  Publication Projet Projet
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Projet
- An Introduction to the Compute Express Link (CXL) Interconnect
  
  Debendra Das Sharma, R. Blankenship, Daniel S. Berger
  
  June 2023
  
  DOI Publication
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
  
  Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
  
  Distinguished Paper Award
  
  Publication Projet
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Projet
- Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
  
  Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
  
  IEEE Micro | February 2023, Vol 43(2): pp. 30-38
  
  Publication Projet
- C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery
  
  Juncheng Yang, Anirudh Sabnis, Daniel S. Berger, K. V. Rashmi, Ramesh K. Sitaraman
  
  Networked Systems Design and Implementation (NSDI) | April 2022
  
  Publication
- SOL: Safe On-Node Learning in Cloud Platforms
  
  Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
  
  Publication Projet
- Towards a Cost vs. Quality Sweet Spot for Monitoring Networks
  
  Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula
  
  HotNets 2021 | November 2021
  
  Publication Author's Version
- Kangaroo: Caching Billions of Tiny Objects on Flash
  
  Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
  
  October 2021
  
  SOSP 2021 Best Paper Award
- We need kernel interposition over the network dataplane
  
  Hugo Sadok, Zhipeng Zhao, Valerie Choung, Nirav Atre, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry
  
  HotOS | May 2021
  
  Publication PDF Publication
- Don’t Be a Blockhead: Zoned Namespaces Make Work on Conventional SSDs Obsolete
  
  Theano Stavrinos, Daniel S. Berger, Ethan Katz-Bassett, Wyatt Lloyd
  
  HotOS | May 2021
  
  Publication
- The CacheLib Caching Engine: Design and Experiences at Scale
  
  Benjamin Berg, Daniel S. Berger, Sara McAllister, Isaac Grosof, Sathya Gunasekar, Jimmy Lu, Michael Uhlar, Jim Carrig, Nathan Beckmann, Mor Harchol-Balter, Gregory R. Ganger
  
  2020 Operating Systems Design and Implementation | October 2020
  
  Publication Publication
- Caching with Delayed Hits
  
  Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
  
  2020 ACM Special Interest Group on Data Communication | July 2020
  
  Publication Publication Publication
- Learning Relaxed Belady for Content Distribution Network Caching
  
  Zhenyu Song, Daniel S. Berger, Kai Li, Wyatt Lloyd
  
  2020 Networked Systems Design and Implementation | March 2020
  
  Publication Publication Publication
- Maximizing Page-Level Cache Hit Ratios in Large Web Services
  
  Justin Wang, Benjamin Berg, Daniel S. Berger, Siddhartha Sen
  
  2019 Measurement and Modeling of Computer Systems | January 2019
  
  Publication Publication
- Towards Lightweight and Robust Machine Learning for CDN Caching
  
  Daniel S. Berger
  
  2018 Hot Topics in Networks | November 2018
  
  Publication Publication Publication
- RobinHood: tail latency-aware caching—dynamically reallocating from cache-rich to cache-poor
  
  Daniel S. Berger, Benjamin Berg, Timothy Zhu, Mor Harchol-Balter, Siddhartha Sen
  
  2018 Operating Systems Design and Implementation | October 2018
  
  DOI PDF Publication Publication
- Practical Bounds on Optimal Caching with Variable Object Sizes
  
  Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
  
  SIGMETRICS | June 2018
  
  Publication PDF Publication
- Adaptsize: orchestrating the hot object memory cache in a content delivery network
  
  Daniel S. Berger, Ramesh K. Sitaraman, Mor Harchol-Balter
  
  2017 Networked Systems Design and Implementation | March 2017
  
  Publication Publication
- SNC-Meister: Admitting More Tenants with Tail Latency SLOs
  
  Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI PDF Publication
- Friendly Jamming on Access Points: Analysis and Real-World Measurements
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  IEEE Transactions on Wireless Communications | August 2016, Vol 15(9): pp. 6189-6202
  
  Publication Publication
- Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
  
  Martin Karsten, Daniel S. Berger, Jens Schmitt
  
  2016 International Teletraffic Congress | August 2016
  
  Publication Publication
- Maximizing Cache Hit Ratios by Variance Reduction
  
  Daniel S. Berger, Sebastian Henningsen, Florin Ciucu, Jens Schmitt
  
  2015 Measurement and Modeling of Computer Systems | September 2015
  
  DOI PDF Publication
- Exact analysis of TTL cache networks
  
  Daniel S. Berger, [Guest] Philipp Gland (philipp-gland), [Guest] Sahil Singla (sahil-singla), [Guest] Florin Ciucu (florin-ciucu)
  
  Performance Evaluation | August 2014, Vol 79: pp. 2-23
  
  IFIP Performance Best Paper
  
  DOI
- Gaining insight on friendly jamming in a real-world IEEE 802.11 network
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  2014 Wireless Network Security | July 2014
  
  ACM WiSec Best Student Paper
  
  DOI Publication
- On the relevance of adversarial queueing theory in practice
  
  Daniel S. Berger, Martin Karsten, Jens Schmitt
  
  2014 Measurement and Modeling of Computer Systems | June 2014
  
  DOI PDF
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication

- Coach: Exploiting Temporal Patterns for All-Resource Oversubscription in Cloud Platforms
  
  Benjamin Reidys, Pantea Zardoshti, Íñigo Goiri, Celine Irvene, Daniel S. Berger, Haoran Ma, Kapil Arya, Taylor Stark, Eugene Bak, Mehmet Iyigun, Stanko Novakovic, Lisa Hsu, Karel Trueba, Abhisek Pan, Chetan Bansal, Saravan Rajmohan, Jian Huang, Ricardo Bianchini
  
  ASPLOS | March 2025
  
  Publication Projet
- My CXL Pool Obviates Your PCIe Switch
  
  Yuhong Zhong, Daniel S. Berger, Pantea Zardoshti, Enrique Saurez, Jacob Nelson, Antonis Psistakis, Joshua Fried, Asaf Cidon
  
  OSDI 2025 | March 2025
  
  DOI Publication Publication
- Computational Design of Dense Servers for Immersion Cooling
  
  Milin Kodnongbua, Fiodar Kazhamiaka, Daniel S. Berger, Vikram Iyer, Alvin Lebeck, Rodrigo Fonseca, Ricardo Bianchini, Adriana Schulz
  
  SIGGRAPH Asia & ACM Transactions on Graphics | December 2024
- A Call for Research on Storage Emissions
  
  Sara McAllister, Fiodar Kazhamiaka, Daniel S. Berger, Rodrigo Fonseca, Kali Frost, Aaron Ogus, Maneesh Sah, Ricardo Bianchini, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  HotCarbon | July 2024
  
  Publication Projet
- FairyWREN: A Sustainable Cache for Emerging Write-Read-Erase Flash Interfaces
  
  Sara McAllister, Sherry Wang, Benjamin Berg, Daniel S. Berger, George Amvrosiadis, Nathan Beckmann, G. R. Ganger
  
  USENIX OSDI 2024 | July 2024
  
  Preprint
- Managing Memory Tiers with CXL in Virtualized Environments
  
  Yuhong Zhong, Daniel S. Berger, Carl Waldspurger, Ishwar Agarwal, Rajat Agarwal, Frank Hady, Karthik Kumar, Mark D. Hill, Mosharaf Chowdhury, Asaf Cidon
  
  USENIX OSDI | July 2024
  
  Publication
- Designing Cloud Servers for Lower Carbon
  
  Jaylen Wang, Daniel S. Berger, Fiodar Kazhamiaka, Celine Irvene, Chaojie Zhang, Esha Choukse, Kali Frost, Rodrigo Fonseca, Brijesh Warrier, Chetan Bansal, Jonathan Stern, Ricardo Bianchini, Akshitha Sriraman
  
  ISCA | June 2024
  
  Publication
- Baleen: ML Admission & Prefetching for Flash Caches
  
  Daniel Lin-Kit Wong, Hao Wu, Carson Molder, S. Gunasekar, Jimmy Lu, Snehal Khandkar, Abhinav Sharma, Daniel S. Berger, Nathan Beckmann, G. R. Ganger
  
  USENIX FAST | February 2024
  
  Publication
- Enso: A Streaming Interface for NIC-Application Communication
  
  Hugo Sadok, Nirav Atre, Zhipeng Zhao, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry, Ren Wang
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  OSDI Best Paper Award
  
  Publication
- Hyrax: Fail-in-Place Server Operation in Cloud Platforms
  
  Jialun Lyu, Marisa You, Celine Irvene, Mark Jung, Tyler Narmore, Jacob Shapiro, Luke Marshall, Savyasachi Samal, Ioannis Manousakis, Lisa Hsu, Preetha Subbarayalu, Ashish Raniwala, Brijesh Warrier, Ricardo Bianchini, Bianca Shroeder, Daniel S. Berger
  
  Proceedings of the 17th Symposium on Operating Systems Design and Implementation (OSDI) | July 2023
  
  Publication Projet Projet
- Myths and Misconceptions Around Reducing Carbon Embedded in Cloud Platforms
  
  Jialun Lyu, Jaylen Wang, Kali Frost, Chaojie Zhang, Celine Irvene, Esha Choukse, Rodrigo Fonseca, Ricardo Bianchini, Fiodar Kazhamiaka, Daniel S. Berger
  
  2nd Workshop on Sustainable Computer Systems (HotCarbon’23) | July 2023
  
  Publication Projet
- Palette Load Balancing: Locality Hints for Serverless Functions
  
  Mania Abdi, Sam Ginzburg, Charles Lin, Jose M Faleiro, Íñigo Goiri, Gohar Irfan Chaudhry, Ricardo Bianchini, Daniel S. Berger, Rodrigo Fonseca
  
  EuroSys | May 2023
  
  Publication
- Pond: CXL-Based Memory Pooling Systems for Cloud Platforms
  
  Huaicheng Li, Daniel S. Berger, Stanko Novakovic, Lisa Hsu, Dan Ernst, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Ishwar Agarwal, Mark D. Hill, Marcus Fontoura, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2023
  
  Distinguished Paper Award
  
  Publication Projet
- Research Avenues Towards Net-Zero Cloud Platforms
  
  Daniel S. Berger, Fiodar Kazhamiaka, Esha Choukse, Íñigo Goiri, Celine Irvene, Pulkit Misra, Alok Kumbhare, Rodrigo Fonseca, Ricardo Bianchini
  
  NetZero 2023: 1st Workshop on NetZero Carbon Computing | February 2023
  
  Publication Projet
- C2DN: How to Harness Erasure Codes at the Edge for Efficient Content Delivery
  
  Juncheng Yang, Anirudh Sabnis, Daniel S. Berger, K. V. Rashmi, Ramesh K. Sitaraman
  
  Networked Systems Design and Implementation (NSDI) | April 2022
  
  Publication
- SOL: Safe On-Node Learning in Cloud Platforms
  
  Yawen Wang, Dan Crankshaw, Neeraja J. Yadwadkar, Daniel S. Berger, Christos Kozyrakis, Ricardo Bianchini
  
  Proceedings of the International Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) | March 2022
  
  Publication Projet
- CompuCache: Remote Computable Caching using Spot VMs
  
  Qizhen Zhang, Phil Bernstein, Daniel S. Berger, Badrish Chandramouli, Boon Thao Loo, Vincent Liu
  
  Conference on Innovative Data Systems Research (CIDR 2022) | January 2022
  
  Publication
- Redy: Remote Dynamic Memory Cache
  
  Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
  
  VLDB 2022 | December 2021
  
  Publication
- Towards a Cost vs. Quality Sweet Spot for Monitoring Networks
  
  Nofel Yaseen, Behnaz Arzani, Krishna Chintalapudi, Vaishnavi Ranganathan, Felipe Vieira Frujeri, Kevin Hsieh, Daniel S. Berger, Vincent Liu, Srikanth Kandula
  
  HotNets 2021 | November 2021
  
  Publication Author's Version
- We need kernel interposition over the network dataplane
  
  Hugo Sadok, Zhipeng Zhao, Valerie Choung, Nirav Atre, Daniel S. Berger, James C. Hoe, Aurojit Panda, Justine Sherry
  
  HotOS | May 2021
  
  Publication PDF Publication
- Don’t Be a Blockhead: Zoned Namespaces Make Work on Conventional SSDs Obsolete
  
  Theano Stavrinos, Daniel S. Berger, Ethan Katz-Bassett, Wyatt Lloyd
  
  HotOS | May 2021
  
  Publication
- The CacheLib Caching Engine: Design and Experiences at Scale
  
  Benjamin Berg, Daniel S. Berger, Sara McAllister, Isaac Grosof, Sathya Gunasekar, Jimmy Lu, Michael Uhlar, Jim Carrig, Nathan Beckmann, Mor Harchol-Balter, Gregory R. Ganger
  
  2020 Operating Systems Design and Implementation | October 2020
  
  Publication Publication
- Caching with Delayed Hits
  
  Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
  
  2020 ACM Special Interest Group on Data Communication | July 2020
  
  Publication Publication Publication
- Learning Relaxed Belady for Content Distribution Network Caching
  
  Zhenyu Song, Daniel S. Berger, Kai Li, Wyatt Lloyd
  
  2020 Networked Systems Design and Implementation | March 2020
  
  Publication Publication Publication
- Maximizing Page-Level Cache Hit Ratios in Large Web Services
  
  Justin Wang, Benjamin Berg, Daniel S. Berger, Siddhartha Sen
  
  2019 Measurement and Modeling of Computer Systems | January 2019
  
  Publication Publication
- Towards Lightweight and Robust Machine Learning for CDN Caching
  
  Daniel S. Berger
  
  2018 Hot Topics in Networks | November 2018
  
  Publication Publication Publication
- RobinHood: tail latency-aware caching—dynamically reallocating from cache-rich to cache-poor
  
  Daniel S. Berger, Benjamin Berg, Timothy Zhu, Mor Harchol-Balter, Siddhartha Sen
  
  2018 Operating Systems Design and Implementation | October 2018
  
  DOI PDF Publication Publication
- Practical Bounds on Optimal Caching with Variable Object Sizes
  
  Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
  
  SIGMETRICS | June 2018
  
  Publication PDF Publication
- Adaptsize: orchestrating the hot object memory cache in a content delivery network
  
  Daniel S. Berger, Ramesh K. Sitaraman, Mor Harchol-Balter
  
  2017 Networked Systems Design and Implementation | March 2017
  
  Publication Publication
- SNC-Meister: Admitting More Tenants with Tail Latency SLOs
  
  Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
  
  2016 Symposium on Cloud Computing | October 2016
  
  DOI PDF Publication
- Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
  
  Martin Karsten, Daniel S. Berger, Jens Schmitt
  
  2016 International Teletraffic Congress | August 2016
  
  Publication Publication
- Maximizing Cache Hit Ratios by Variance Reduction
  
  Daniel S. Berger, Sebastian Henningsen, Florin Ciucu, Jens Schmitt
  
  2015 Measurement and Modeling of Computer Systems | September 2015
  
  DOI PDF Publication
- Gaining insight on friendly jamming in a real-world IEEE 802.11 network
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  2014 Wireless Network Security | July 2014
  
  ACM WiSec Best Student Paper
  
  DOI Publication
- On the relevance of adversarial queueing theory in practice
  
  Daniel S. Berger, Martin Karsten, Jens Schmitt
  
  2014 Measurement and Modeling of Computer Systems | June 2014
  
  DOI PDF
- An Introduction to the Compute Express Link (CXL) Interconnect
  
  Debendra Das Sharma, R. Blankenship, Daniel S. Berger
  
  June 2023
  
  DOI Publication
- Design Tradeoffs in CXL-Based Memory Pools for Public Cloud Platforms
  
  Daniel S. Berger, Huaicheng Li, Pantea Zardoshti, Monish Shah, Samir Rajadnya, Scott Lee, Lisa Hsu, Ishwar Agarwal, Mark D. Hill, Ricardo Bianchini
  
  IEEE Micro | February 2023, Vol 43(2): pp. 30-38
  
  Publication Projet
- Friendly Jamming on Access Points: Analysis and Real-World Measurements
  
  Daniel S. Berger, Francesco Gringoli, Nicolò Facchi, Ivan Martinovic, Jens Schmitt
  
  IEEE Transactions on Wireless Communications | August 2016, Vol 15(9): pp. 6189-6202
  
  Publication Publication
- Exact analysis of TTL cache networks
  
  Daniel S. Berger, [Guest] Philipp Gland (philipp-gland), [Guest] Sahil Singla (sahil-singla), [Guest] Florin Ciucu (florin-ciucu)
  
  Performance Evaluation | August 2014, Vol 79: pp. 2-23
  
  IFIP Performance Best Paper
  
  DOI
- Kangaroo: Caching Billions of Tiny Objects on Flash
  
  Sara McAllister, Benjamin Berg, Julian Tutuncu-Macias, Juncheng Yang, Sathya Gunasekar, Jimmy Lu, Daniel S. Berger, Nathan Beckmann, Gregory R. Ganger
  
  October 2021
  
  SOSP 2021 Best Paper Award