Combining Machine Learning and Lifetime-Based Resource Management for Memory Allocation and Beyond.

Authors: Maas, Martin¹, mmaas@google.com, Andersen, David G.², dga@cs.cmu.edu, Isard, Michael³, misard@google.com, Javanmard, Mohammad Mahdi⁴, mjavanmard@meta.com, McKinley, Kathryn S.⁵, ksmckinley@google.com, Raffel, Colin⁶, craffel@cs.unc.edu

Source: Communications of the ACM; Apr2024, Vol. 67 Issue 4, p87-96, 10p

Order-Preserving Key Compression for In-Memory Search Trees

Authors: Zhang, Huanchen, Liu, Xiaoxuan, Andersen, David G., Kaminsky, Michael, Keeton, Kimberly, Pavlo, Andrew

Subject Terms: Computer Science - Databases

Access URL: http://arxiv.org/abs/2003.02391

FAWN: A Fast Array of Wimpy Nodes.

Authors: Andersen, David G., Franklin, Jason, Kaminsky, Michael

Source: Communications of the ACM; July 2011, Vol. 54 Issue 7, p101-109, 9p

Accelerating Deep Learning by Focusing on the Biggest Losers

Authors: Jiang, Angela H., Wong, Daniel L. -K., Zhou, Giulio, Andersen, David G., Dean, Jeffrey, Ganger, Gregory R., Joshi, Gauri, Kaminksy, Michael, Kozuch, Michael, Lipton, Zachary C., Pillai, Padmanabhan

Subject Terms: Computer Science - Machine Learning, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1910.00762

Using Indirect Routing to Recover from Network Traffic Scheduling Estimation Error

Authors: Li, Conglong, Mukerjee, Matthew K., Andersen, David G., Seshan, Srinivasan, Kaminsky, Michael, Porter, George, Snoeren, Alex C.

Source: 2017 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS) ANCS Architectures for Networking and Communications Systems (ANCS), 2017 ACM/IEEE Symposium on. :13-24 May, 2017

Relation: 2017 ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS)

Scaling Video Analytics on Constrained Edge Nodes

Authors: Canel, Christopher, Kim, Thomas, Zhou, Giulio, Li, Conglong, Lim, Hyeontaek, Andersen, David G., Kaminsky, Michael, Dulloor, Subramanya R.

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Computer Science - Performance, Electrical Engineering and Systems Science - Image and Video Processing, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1905.13536

MLSys: The New Frontier of Machine Learning Systems

Authors: Ratner, Alexander, Alistarh, Dan, Alonso, Gustavo, Andersen, David G., Bailis, Peter, Bird, Sarah, Carlini, Nicholas, Catanzaro, Bryan, Chayes, Jennifer, Chung, Eric, Dally, Bill, Dean, Jeff, Dhillon, Inderjit S., Dimakis, Alexandros, Dubey, Pradeep, Elkan, Charles, Fursin, Grigori, Ganger, Gregory R., Getoor, Lise, Gibbons, Phillip B., Gibson, Garth A., Gonzalez, Joseph E., Gottschlich, Justin, Han, Song, Hazelwood, Kim, Huang, Furong, Jaggi, Martin, Jamieson, Kevin, Jordan, Michael I., Joshi, Gauri, Khalaf, Rania, Knight, Jason, Konečný, Jakub, Kraska, Tim, Kumar, Arun, Kyrillidis, Anastasios, Lakshmiratan, Aparna, Li, Jing, Madden, Samuel, McMahan, H. Brendan, Meijer, Erik, Mitliagkas, Ioannis, Monga, Rajat, Murray, Derek, Olukotun, Kunle, Papailiopoulos, Dimitris, Pekhimenko, Gennady, Rekatsinas, Theodoros, Rostamizadeh, Afshin, Ré, Christopher, De Sa, Christopher, Sedghi, Hanie, Sen, Siddhartha, Smith, Virginia, Smola, Alex, Song, Dawn, Sparks, Evan, Stoica, Ion, Sze, Vivienne, Udell, Madeleine, Vanschoren, Joaquin, Venkataraman, Shivaram, Vinayak, Rashmi, Weimer, Markus, Wilson, Andrew Gordon, Xing, Eric, Zaharia, Matei, Zhang, Ce, Talwalkar, Ameet

Subject Terms: Computer Science - Machine Learning, Computer Science - Databases, Computer Science - Distributed, Parallel, and Cluster Computing, Computer Science - Software Engineering, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1904.03257

Architecting to achieve a billion requests per second throughput on a single key-value store server platform

Authors: Li, Sheng, Lim, Hyeontaek, Lee, Victor W., Ahn, Jung Ho, Kalia, Anuj, Kaminsky, Michael, Andersen, David G., O, Seongil, Lee, Sukhan, Dubey, Pradeep

Source: 2015 ACM/IEEE 42nd Annual International Symposium on Computer Architecture (ISCA) Computer Architecture (ISCA), 2015 ACM/IEEE 42nd Annual International Symposium on. :476-488 Jun, 2015

Relation: 2015 ACM/IEEE 42nd Annual International Symposium on Computer Architecture (ISCA)

EDF: Ensemble, Distill, and Fuse for Easy Video Labeling

Authors: Zhou, Giulio, Dulloor, Subramanya, Andersen, David G., Kaminsky, Michael

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/1812.03626

Datacenter RPCs can be General and Fast

Authors: Kalia, Anuj, Kaminsky, Michael, Andersen, David G.

Subject Terms: Computer Science - Operating Systems

Access URL: http://arxiv.org/abs/1806.00680

3LC: Lightweight and Effective Traffic Compression for Distributed Machine Learning

Authors: Lim, Hyeontaek, Andersen, David G., Kaminsky, Michael

Subject Terms: Computer Science - Learning, Computer Science - Distributed, Parallel, and Cluster Computing, Statistics - Machine Learning

Access URL: http://arxiv.org/abs/1802.07389

Achieving One Billion Key-Value Requests per Second on a Single Server

Authors: Li, Sheng, Lim, Hyeontaek, Lee, Victor W., Ahn, Jung Ho, Kalia, Anuj, Kaminsky, Michael, Andersen, David G., O, Seongil, Lee, Sukhan, Dubey, Pradeep

Source: IEEE Micro Micro, IEEE. 36(3):94-104 Jun, 2016

SCION: Scalability, Control, and Isolation on Next-Generation Networks

Authors: Zhang, Xin, Hsiao, Hsu-Chun, Hasker, Geoffrey, Chan, Haowen, Perrig, Adrian, Andersen, David G.

Source: 2011 IEEE Symposium on Security and Privacy Security and Privacy (SP), 2011 IEEE Symposium on. :212-227 May, 2011

Relation: 2011 IEEE Symposium on Security and Privacy (SP)

Efficient Similarity Estimation for Systems Exploiting Data Redundancy

Authors: Tangwongsan, Kanat, Pucha, Himabindu, Andersen, David G., Kaminsky, Michael

Source: 2010 Proceedings IEEE INFOCOM INFOCOM, 2010 Proceedings IEEE. :1-9 Mar, 2010

Relation: IEEE INFOCOM 2010 - IEEE Conference on Computer Communications

Learning to Protect Communications with Adversarial Neural Cryptography

Authors: Abadi, Martín, Andersen, David G.

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Learning

Access URL: http://arxiv.org/abs/1610.06918

NetMemex: Providing Full-Fidelity Traffic Archival

Authors: Lim, Hyeontaek, Sekar, Vyas, Abe, Yoshihisa, Andersen, David G.

Subject Terms: Computer Science - Networking and Internet Architecture

Access URL: http://arxiv.org/abs/1603.04387

Succinct Range Filters.

Authors: Huanchen Zhang¹, huanche1@cs.cmu.edu, Lim, Hyeontaek¹, hl@cs.cmu.edu, Leis, Viktor², viktor.leis@uni-jena.de, Andersen, David G.¹, dga@cs.cmu.edu, Kaminsky, Michael³, kaminsky@cs.cmu.edu, Keeton, Kimberly⁴, kimberly.keeton@hpe.com, Pavlo, Andrew¹, pavlo@cs.cmu.edu

Source: Communications of the ACM; Apr2021, Vol. 64 Issue 4, p166-173, 8p, 2 Diagrams, 4 Graphs

Dynamically reconfigurable hybrid optical / electrical networks for high-bandwidth data centers

Authors: Glick, Madeleine, Andersen, David G., Kaminsky, Michael, Mummert, Lily

Source: 2009 IEEE Avionics, Fiber-Optics and Phototonics Technology Conference Avionics, Fiber-Optics and Phototonics Technology Conference, 2009. AVFOP '09. IEEE. :64-65 Sep, 2009

Relation: 2009 IEEE Avionics, Fiber-Optics and Phototonics and Photonics Technology Conference (AVFOP)

CLAMP: Practical Prevention of Large-Scale Data Leaks

Authors: Parno, Bryan, McCune, Jonathan M., Wendlandt, Dan, Andersen, David G., Perrig, Adrian

Source: 2009 30th IEEE Symposium on Security and Privacy Security and Privacy, 2009 30th IEEE Symposium on. :154-169 May, 2009

Relation: 2009 30th IEEE Symposium on Security and Privacy (SP)

Dynamically reconfigurable optical links for high-bandwidth data center networks

Authors: Glick, Madeleine, Andersen, David G., Kaminsky, Michael, Mummert, Lily

Source: 2009 Conference on Optical Fiber Communication Optical Fiber Communication, 2009 Conference on. :1-3 Mar, 2009

Relation: 2009 Conference on Optical Fiber Communication - OFC 2009