David G. Andersen

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 53

Top Venues

CoRR

SIGMOD Conference

USENIX Annual Technical Conference

Commun. ACM

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Martin Maas, David G. Andersen, Michael Isard, Mohammad Mahdi Javanmard, Kathryn S. McKinley, Colin Raffel
Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond. Commun. ACM 67 (4) (2024)
Thomas Kim, Jekyeom Jeon, Nikhil Arora, Huaicheng Li, Michael Kaminsky, David G. Andersen, Gregory R. Ganger, George Amvrosiadis, Matias Bjørling
RAIZN: Redundant Array of Independent Zoned Namespaces. ASPLOS (2) (2023)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle report on database research. Commun. ACM 65 (8) (2022)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Succinct range filters. Commun. ACM 64 (4) (2021)
Dong Zhou, Huacheng Yu, Michael Kaminsky, David G. Andersen
Fast Software Cache Design for Network Appliances. USENIX Annual Technical Conference (2020)
Martin Maas, David G. Andersen, Michael Isard, Mohammad Mahdi Javanmard, Kathryn S. McKinley, Colin Raffel
Learning-based Memory Allocation for C++ Server Workloads. ASPLOS (2020)
Conglong Li, Minjia Zhang, David G. Andersen, Yuxiong He
Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination. SIGMOD Conference (2020)
Andreas Kipf, Damian Chromejko, Alexander Hall, Peter A. Boncz, David G. Andersen
Cuckoo Index: A Lightweight Secondary Index Structure. Proc. VLDB Endow. 13 (13) (2020)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Succinct Range Filters. ACM Trans. Database Syst. 45 (2) (2020)
Sol Boucher, Anuj Kalia, David G. Andersen, Michael Kaminsky
Lightweight Preemptible Functions. USENIX Annual Technical Conference (2020)
Huanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Order-Preserving Key Compression for In-Memory Search Trees. CoRR (2020)
Thomas Kim, Daniel Lin-Kit Wong, Gregory R. Ganger, Michael Kaminsky, David G. Andersen
High availability in cheap distributed key value storage. SoCC (2020)
Anuj Kalia, David G. Andersen, Michael Kaminsky
Challenges and solutions for fast remote persistent memory access. SoCC (2020)
Huanchen Zhang, Xiaoxuan Liu, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
Order-Preserving Key Compression for In-Memory Search Trees. SIGMOD Conference (2020)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. MLSys (2019)
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya R. Dulloor
Scaling Video Analytics on Constrained Edge Nodes. CoRR (2019)
Daniel Abadi, Anastasia Ailamaki, David G. Andersen, Peter Bailis, Magdalena Balazinska, Philip A. Bernstein, Peter A. Boncz, Surajit Chaudhuri, Alvin Cheung, AnHai Doan, Luna Dong, Michael J. Franklin, Juliana Freire, Alon Y. Halevy, Joseph M. Hellerstein, Stratos Idreos, Donald Kossmann, Tim Kraska, Sailesh Krishnamurthy, Volker Markl, Sergey Melnik, Tova Milo, C. Mohan, Thomas Neumann, Beng Chin Ooi, Fatma Ozcan, Jignesh M. Patel, Andrew Pavlo, Raluca A. Popa, Raghu Ramakrishnan, Christopher Ré, Michael Stonebraker, Dan Suciu
The Seattle Report on Database Research. SIGMOD Rec. 48 (4) (2019)
Augustus Odena, Catherine Olsson, David G. Andersen, Ian J. Goodfellow
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing. ICML (2019)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Kimberly Keeton, Andrew Pavlo
Succinct Range Filters. SIGMOD Rec. 48 (1) (2019)
David G. Andersen
Technical perspective: A whitebox solution for blackbox-like behaviors. Commun. ACM 62 (11) (2019)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Datacenter RPCs Can Be General and Fast. login Usenix Mag. 44 (2) (2019)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Datacenter RPCs can be General and Fast. NSDI (2019)
Angela H. Jiang, Daniel L.-K. Wong, Giulio Zhou, David G. Andersen, Jeffrey Dean, Gregory R. Ganger, Gauri Joshi, Michael Kaminsky, Michael Kozuch, Zachary C. Lipton, Padmanabhan Pillai
Accelerating Deep Learning by Focusing on the Biggest Losers. CoRR (2019)
Alexander Ratner, Dan Alistarh, Gustavo Alonso, David G. Andersen, Peter Bailis, Sarah Bird, Nicholas Carlini, Bryan Catanzaro, Eric Chung, Bill Dally, Jeff Dean, Inderjit S. Dhillon, Alexandros G. Dimakis, Pradeep Dubey, Charles Elkan, Grigori Fursin, Gregory R. Ganger, Lise Getoor, Phillip B. Gibbons, Garth A. Gibson, Joseph E. Gonzalez, Justin Gottschlich, Song Han, Kim M. Hazelwood, Furong Huang, Martin Jaggi, Kevin G. Jamieson, Michael I. Jordan, Gauri Joshi, Rania Khalaf, Jason Knight, Jakub Konecný, Tim Kraska, Arun Kumar, Anastasios Kyrillidis, Jing Li, Samuel Madden, H. Brendan McMahan, Erik Meijer, Ioannis Mitliagkas, Rajat Monga, Derek Gordon Murray, Dimitris S. Papailiopoulos, Gennady Pekhimenko, Theodoros Rekatsinas, Afshin Rostamizadeh, Christopher Ré, Christopher De Sa, Hanie Sedghi, Siddhartha Sen, Virginia Smith, Alex Smola, Dawn Song, Evan R. Sparks, Ion Stoica, Vivienne Sze, Madeleine Udell, Joaquin Vanschoren, Shivaram Venkataraman, Rashmi Vinayak, Markus Weimer, Andrew Gordon Wilson, Eric P. Xing, Matei Zaharia, Ce Zhang, Ameet Talwalkar
SysML: The New Frontier of Machine Learning Systems. CoRR (2019)
Christopher Canel, Thomas Kim, Giulio Zhou, Conglong Li, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Subramanya Dulloor
Scaling Video Analytics on Constrained Edge Nodes. MLSys (2019)
Giulio Zhou, Subramanya Dulloor, David G. Andersen, Michael Kaminsky
EDF: Ensemble, Distill, and Fuse for Easy Video Labeling. CoRR (2018)
Ziqi Wang, Andrew Pavlo, Hyeontaek Lim, Viktor Leis, Huanchen Zhang, Michael Kaminsky, David G. Andersen
Building a Bw-Tree Takes More Than Just Buzz Words. SIGMOD Conference (2018)
Angela H. Jiang, Daniel L.-K. Wong, Christopher Canel, Lilia Tang, Ishan Misra, Michael Kaminsky, Michael A. Kozuch, Padmanabhan Pillai, David G. Andersen, Gregory R. Ganger
Mainstream: Dynamic Stem-Sharing for Multi-Tenant Video Processing. USENIX Annual Technical Conference (2018)
Sol Boucher, Anuj Kalia, David G. Andersen, Michael Kaminsky
Putting the "Micro" Back in Microservice. USENIX Annual Technical Conference (2018)
Justin Gilmer, Ryan P. Adams, Ian J. Goodfellow, David G. Andersen, George E. Dahl
Motivating the Rules of the Game for Adversarial Example Research. CoRR (2018)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning. CoRR (2018)
Conglong Li, David G. Andersen, Qiang Fu, Sameh Elnikety, Yuxiong He
Better Caching in Search Advertising Systems with Rapid Refresh Predictions. WWW (2018)
Huanchen Zhang, Hyeontaek Lim, Viktor Leis, David G. Andersen, Michael Kaminsky, Kimberly Keeton, Andrew Pavlo
SuRF: Practical Range Query Filtering with Fast Succinct Tries. SIGMOD Conference (2018)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Datacenter RPCs can be General and Fast. CoRR (2018)
Conglong Li, Matthew K. Mukerjee, David G. Andersen, Srinivasan Seshan, Michael Kaminsky, George Porter, Alex C. Snoeren
Using Indirect Routing to Recover from Network Traffic Scheduling Estimation Error. ANCS (2017)
Hyeontaek Lim, Michael Kaminsky, David G. Andersen
Cicada: Dependably Fast Multi-Core In-Memory Transactions. SIGMOD Conference (2017)
Conglong Li, David G. Andersen, Qiang Fu, Sameh Elnikety, Yuxiong He
Workload analysis and caching strategies for search advertising systems. SoCC (2017)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Towards Accurate and Fast Evaluation of Multi-Stage Log-structured Designs. FAST (2016)
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
Full-Stack Architecting to Achieve a Billion-Requests-Per-Second Throughput on a Single Key-Value Store Server Platform. ACM Trans. Comput. Syst. 34 (2) (2016)
Xiaozhou Li, Raghav Sethi, Michael Kaminsky, David G. Andersen, Michael J. Freedman
Be Fast, Cheap and in Control with SwitchKV. NSDI (2016)
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
Achieving One Billion Key-Value Requests per Second on a Single Server. IEEE Micro 36 (3) (2016)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Design Guidelines for High Performance RDMA Systems. login Usenix Mag. 41 (3) (2016)
Martín Abadi, David G. Andersen
Learning to Protect Communications with Adversarial Neural Cryptography. CoRR (2016)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Design Guidelines for High Performance RDMA Systems. USENIX Annual Technical Conference (2016)
Huanchen Zhang, David G. Andersen, Andrew Pavlo, Michael Kaminsky, Lin Ma, Rui Shen
Reducing the Storage Overhead of Main-Memory OLTP Databases with Hybrid Indexes. SIGMOD Conference (2016)
Anuj Kalia, Michael Kaminsky, David G. Andersen
FaSST: Fast, Scalable and Simple Distributed Transactions with Two-Sided (RDMA) Datagram RPCs. OSDI (2016)
Hyeontaek Lim, Vyas Sekar, Yoshihisa Abe, David G. Andersen
NetMemex: Providing Full-Fidelity Traffic Archival. CoRR (2016)
Li Zhou, David G. Andersen, Mu Li, Alexander J. Smola
Cuckoo Linear Algebra. KDD (2015)
Anuj Kalia, Dong Zhou, Michael Kaminsky, David G. Andersen
Raising the Bar for Using GPUs in Software Packet Processing. NSDI (2015)
Sheng Li, Hyeontaek Lim, Victor W. Lee, Jung Ho Ahn, Anuj Kalia, Michael Kaminsky, David G. Andersen, Seongil O, Sukhan Lee, Pradeep Dubey
Architecting to achieve a billion requests per second throughput on a single key-value store server platform. ISCA (2015)
Hyeontaek Lim, Michael Mitzenmacher, David G. Andersen, Ren Wang, Ajaypal Singh, Michael Kaminsky, Bin Fan, Dong Zhou
Scaling Up Clustered Network Appliances with ScaleBricks. Computer Communication Review (2015)
Dong Zhou, Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky, Michael Mitzenmacher, Ren Wang, Ajaypal Singh
Scaling Up Clustered Network Appliances with ScaleBricks. SIGCOMM (2015)
He Liu, Matthew K. Mukerjee, Conglong Li, Nicolas Feltman, George Papen, Stefan Savage, Srinivasan Seshan, Geoffrey M. Voelker, David G. Andersen, Michael Kaminsky, George Porter, Alex C. Snoeren
Scheduling techniques for hybrid circuit/packet networks. CoNEXT (2015)
Hyeontaek Lim, Dongsu Han, David G. Andersen, Michael Kaminsky
MICA: A Holistic Approach to Fast In-Memory Key-Value Storage. NSDI (2014)
Xiaozhou Li, David G. Andersen, Michael Kaminsky, Michael J. Freedman
Algorithmic improvements for fast concurrent Cuckoo hashing. EuroSys (2014)
Mu Li, David G. Andersen, Alexander J. Smola, Kai Yu
Communication Efficient Distributed Machine Learning with the Parameter Server. NIPS (2014)
David Naylor, Matthew K. Mukerjee, Patrick Agyapong, Robert Grandl, Ruogu Kang, Michel Machado, Stephanie Brown, Cody Doucette, Hsu-Chun Hsiao, Dongsu Han, Tiffany Hyun-Jin Kim, Hyeontaek Lim, Carol Ovon, Dong Zhou, Soo Bum Lee, Yue-Hsun Lin, H. Colleen Stuart, Daniel Paul Barrett, Aditya Akella, David G. Andersen, John W. Byers, Laura Dabbish, Michael Kaminsky, Sara B. Kiesler, Jon M. Peha, Adrian Perrig, Srinivasan Seshan, Marvin A. Sirbu, Peter Steenkiste
XIA: architecting a more trustworthy and evolvable internet. Comput. Commun. Rev. 44 (3) (2014)
Iulian Moraru, David G. Andersen, Michael Kaminsky
Paxos Quorum Leases: Fast Reads Without Sacrificing Writes. SoCC (2014)
Mu Li, David G. Andersen, Jun Woo Park, Alexander J. Smola, Amr Ahmed, Vanja Josifovski, James Long, Eugene J. Shekita, Bor-Yiing Su
Scaling Distributed Machine Learning with the Parameter Server. OSDI (2014)
Bin Fan, David G. Andersen, Michael Kaminsky, Michael Mitzenmacher
Cuckoo Filter: Practically Better Than Bloom. CoNEXT (2014)
Anuj Kalia, Michael Kaminsky, David G. Andersen
Using RDMA efficiently for key-value services. SIGCOMM (2014)
Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen
Don't settle for eventual consistency. Commun. ACM 57 (5) (2014)
Bin Fan, Dong Zhou, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
When Cycles Are Cheap, Some Tables Can Be Huge. HotOS (2013)
Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Practical Batch-Updatable External Hashing with Sorting. ALENEX (2013)
Iulian Moraru, David G. Andersen, Michael Kaminsky
There is more consensus in Egalitarian parliaments. SOSP (2013)
Iulian Moraru, David G. Andersen, Michael Kaminsky, Niraj Tolia, Parthasarathy Ranganathan, Nathan L. Binkert
Consistent, durable, and safe memory management for byte-addressable non volatile main memory. TRIOS@SOSP (2013)
Bin Fan, David G. Andersen, Michael Kaminsky
MemC3: Compact and Concurrent MemCache with Dumber Caching and Smarter Hashing. NSDI (2013)
Bin Fan, David G. Andersen, Michael Kaminsky
Cuckoo Filter: Better Than Bloom. login Usenix Mag. 38 (4) (2013)
Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen
A Short Primer on Causal Consistency. login Usenix Mag. 38 (4) (2013)
Dong Zhou, David G. Andersen, Michael Kaminsky
Space-Efficient, High-Performance Rank and Select Structures on Uncompressed Bit Sequences. SEA (2013)
Dong Zhou, Bin Fan, Hyeontaek Lim, Michael Kaminsky, David G. Andersen
Scalable, high performance ethernet forwarding with CuckooSwitch. CoNEXT (2013)
Hrishikesh Amur, Wolfgang Richter, David G. Andersen, Michael Kaminsky, Karsten Schwan, Athula Balachandran, Erik Zawadzki
Memory-efficient groupby-aggregate using compressed buffer trees. SoCC (2013)
Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen
Stronger Semantics for Low-Latency Geo-Replicated Storage. NSDI (2013)
Vijay Vasudevan, Michael Kaminsky, David G. Andersen
Using vector interfaces to deliver millions of IOPS from a networked key-value storage server. SoCC (2012)
Dongsu Han, Ashok Anand, Fahad R. Dogar, Boyan Li, Hyeontaek Lim, Michel Machado, Arvind Mukundan, Wenfei Wu, Aditya Akella, David G. Andersen, John W. Byers, Srinivasan Seshan, Peter Steenkiste
XIA: Efficient Support for Evolvable Internetworking. NSDI (2012)
Sang Kil Cha, Iulian Moraru, Jiyong Jang, John Truelove, David Brumley, David G. Andersen
SplitScreen: Enabling efficient, distributed malware detection. J. Commun. Networks 13 (2) (2011)
Dongsu Han, David G. Andersen, Michael Kaminsky, Konstantina Papagiannaki, Srinivasan Seshan
Hulu in the neighborhood. COMSNETS (2011)
Vijay Vasudevan, David G. Andersen, Michael Kaminsky
The Case for VOS: The Vector Operating System. HotOS (2011)
Ashok Anand, Fahad R. Dogar, Dongsu Han, Boyan Li, Hyeontaek Lim, Michel Machado, Wenfei Wu, Aditya Akella, David G. Andersen, John W. Byers, Srinivasan Seshan, Peter Steenkiste
XIA: an architecture for an evolvable and trustworthy internet. HotNets (2011)
Iulian Moraru, David G. Andersen
Exact Pattern Matching with Feed-Forward Bloom Filters. ALENEX (2011)
Anirudh Badam, Michael Kaminsky, Dongsu Han, Konstantina Papagiannaki, David G. Andersen, Srinivasan Seshan
The hare and the tortoise: taming wireless losses by exploiting wired reliability. MobiHoc (2011)
Xin Zhang, Hsu-Chun Hsiao, Geoffrey Hasker, Haowen Chan, Adrian Perrig, David G. Andersen
SCION: Scalability, Control, and Isolation on Next-Generation Networks. IEEE Symposium on Security and Privacy (2011)
Wyatt Lloyd, Michael J. Freedman, Michael Kaminsky, David G. Andersen
Don't settle for eventual: scalable causal consistency for wide-area storage with COPS. SOSP (2011)
David G. Andersen, Jason Franklin, Michael Kaminsky, Amar Phanishayee, Lawrence Tan, Vijay Vasudevan
FAWN: a fast array of wimpy nodes. Commun. ACM 54 (7) (2011)
Iulian Moraru, David G. Andersen
Exact pattern matching with feed-forward bloom filters. ACM J. Exp. Algorithmics 17 (1) (2011)
Hyeontaek Lim, Bin Fan, David G. Andersen, Michael Kaminsky
SILT: a memory-efficient, high-performance key-value store. SOSP (2011)
Vijay Vasudevan, David G. Andersen, Michael Kaminsky, Jason Franklin, Michael A. Kozuch, Iulian Moraru, Padmanabhan Pillai, Lawrence Tan
Challenges and opportunities for efficient computing with FAWN. ACM SIGOPS Oper. Syst. Rev. 45 (1) (2011)
Bin Fan, Hyeontaek Lim, David G. Andersen, Michael Kaminsky
Small cache, big effect: provable load balancing for randomly partitioned cluster services. SoCC (2011)
Hamid Hajabdolali Bazzaz, Malveeka Tewari, Guohui Wang, George Porter, T. S. Eugene Ng, David G. Andersen, Michael Kaminsky, Michael A. Kozuch, Amin Vahdat
Switching the optical divide: fundamental challenges for hybrid electrical/optical datacenter networks. SoCC (2011)
David G. Andersen, Steven Swanson
Rethinking Flash in the Data Center. IEEE Micro 30 (4) (2010)
Kanat Tangwongsan, Himabindu Pucha, David G. Andersen, Michael Kaminsky
Efficient Similarity Estimation for Systems Exploiting Data Redundancy. INFOCOM (2010)
Sang Kil Cha, Iulian Moraru, Jiyong Jang, John Truelove, David Brumley, David G. Andersen
SplitScreen: Enabling Efficient, Distributed Malware Detection. NSDI (2010)
Guohui Wang, David G. Andersen, Michael Kaminsky, Konstantina Papagiannaki, T. S. Eugene Ng, Michael Kozuch, Michael P. Ryan
c-Through: part-time optics in data centers. SIGCOMM (2010)
Vijay Vasudevan, David G. Andersen, Michael Kaminsky, Lawrence Tan, Jason Franklin, Iulian Moraru
Energy-efficient cluster computing with FAWN: workloads and implications. e-Energy (2010)
Rick McGeer, David G. Andersen, Stephen Schwab
The Network Testbed Mapping Problem. TRIDENTCOM (2010)
Bin Fan, David G. Andersen, Michael Kaminsky, Konstantina Papagiannaki
Balancing throughput, robustness, and in-order delivery in P2P VoD. CoNEXT (2010)
Vijay Vasudevan, Jason Franklin, David G. Andersen, Amar Phanishayee, Lawrence Tan, Michael Kaminsky, Iulian Moraru
FAWNdamentally Power-efficient Clusters. HotOS (2009)
David G. Andersen
In memoriam: Jay Lepreau, 1952-2008. Comput. Commun. Rev. 39 (1) (2009)
B. Aditya Prakash, Nicholas Valler, David G. Andersen, Michalis Faloutsos, Christos Faloutsos
BGP-lens: patterns and anomalies in internet routing updates. KDD (2009)
Dongsu Han, David G. Andersen, Michael Kaminsky, Konstantina Papagiannaki, Srinivasan Seshan
Access Point Localization Using Local Signal Strength Gradient. PAM (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

David G. Andersen