Daniel S. Berger

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 Project

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 Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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

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 Project

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 Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project

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 Project Project

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 Project

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 Project

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 Project

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 Project

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 Project

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