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
ACM Transactions on Graphics | December 2024, Vol 42(6)
Daniel S. Berger
Senior Researcher
Publications
Publications by Year
-
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
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
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
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
-
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
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
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
An Introduction to the Compute Express Link (CXL) Interconnect
Debendra Das Sharma, R. Blankenship, Daniel S. Berger
June 2023
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
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
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
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
-
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
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
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
-
Redy: Remote Dynamic Memory Cache
Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
VLDB 2022 | December 2021
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
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
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
-
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
Caching with Delayed Hits
Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
2020 ACM Special Interest Group on Data Communication | July 2020
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
-
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
-
Towards Lightweight and Robust Machine Learning for CDN Caching
2018 Hot Topics in Networks | November 2018
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
Practical Bounds on Optimal Caching with Variable Object Sizes
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
SIGMETRICS | June 2018
-
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
-
SNC-Meister: Admitting More Tenants with Tail Latency SLOs
Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
2016 Symposium on Cloud Computing | October 2016
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
Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
Martin Karsten, Daniel S. Berger, Jens Schmitt
2016 International Teletraffic Congress | August 2016
-
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
-
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
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
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
Publications by Research Area
-
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
ACM Transactions on Graphics | December 2024, Vol 42(6)
-
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
ACM Transactions on Graphics | December 2024, Vol 42(6)
-
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
ACM Transactions on Graphics | December 2024, Vol 42(6)
-
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
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
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
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
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
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
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
An Introduction to the Compute Express Link (CXL) Interconnect
Debendra Das Sharma, R. Blankenship, Daniel S. Berger
June 2023
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
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
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
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
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
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
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
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
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
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
Caching with Delayed Hits
Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
2020 ACM Special Interest Group on Data Communication | July 2020
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
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
Towards Lightweight and Robust Machine Learning for CDN Caching
2018 Hot Topics in Networks | November 2018
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
Practical Bounds on Optimal Caching with Variable Object Sizes
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
SIGMETRICS | June 2018
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
SNC-Meister: Admitting More Tenants with Tail Latency SLOs
Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
2016 Symposium on Cloud Computing | October 2016
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
Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
Martin Karsten, Daniel S. Berger, Jens Schmitt
2016 International Teletraffic Congress | August 2016
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
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
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
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
-
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
Redy: Remote Dynamic Memory Cache
Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
VLDB 2022 | December 2021
Publications by Type
-
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
ACM Transactions on Graphics | December 2024, Vol 42(6)
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
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
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
-
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
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
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
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
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
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
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
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
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
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
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
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
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
Redy: Remote Dynamic Memory Cache
Qizhen Zhang, Phil Bernstein, Daniel Berger (daberg), Badrish Chandramouli
VLDB 2022 | December 2021
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
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
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
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
Caching with Delayed Hits
Nirav Atre, Justine Sherry, Weina Wang, Daniel S. Berger
2020 ACM Special Interest Group on Data Communication | July 2020
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
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
Towards Lightweight and Robust Machine Learning for CDN Caching
2018 Hot Topics in Networks | November 2018
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
Practical Bounds on Optimal Caching with Variable Object Sizes
Daniel S. Berger, Nathan Beckmann, Mor Harchol-Balter
SIGMETRICS | June 2018
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
SNC-Meister: Admitting More Tenants with Tail Latency SLOs
Timothy Zhu, Daniel S. Berger, Mor Harchol-Balter
2016 Symposium on Cloud Computing | October 2016
Traffic-Driven Implicit Buffer Management – Delay Differentiation without Traffic Contracts
Martin Karsten, Daniel S. Berger, Jens Schmitt
2016 International Teletraffic Congress | August 2016
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
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
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
-
An Introduction to the Compute Express Link (CXL) Interconnect
Debendra Das Sharma, R. Blankenship, Daniel S. Berger
June 2023
-
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