PipeFill: Using GPUs During Bubbles in Pipeline-parallel LLM Training
Arfeen, Daiyaan, Zhang, Zhen, Fu, Xinwei, Ganger, Gregory R, Wang, Yida
Published in arXiv.org (23.09.2024)
Get full text
Published in arXiv.org (23.09.2024)
Paper
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism
Jeon, Byungsoo, Wu, Mengdi, Cao, Shiyi, Kim, Sunghyun, Park, Sunghyun, Aggarwal, Neeraj, Unger, Colin, Arfeen, Daiyaan, Liao, Peiyuan, Miao, Xupeng, Alizadeh, Mohammad, Ganger, Gregory R, Chen, Tianqi, Jia, Zhihao
Published in arXiv.org (24.06.2024)
Get full text
Published in arXiv.org (24.06.2024)
Paper
Accelerating Deep Learning by Focusing on the Biggest Losers
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
Published in arXiv.org (02.10.2019)
Get full text
Published in arXiv.org (02.10.2019)
Paper
MLSys: The New Frontier of Machine Learning Systems
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, Song, Han, 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, Andrew Gordon Wilson, Xing, Eric, Zaharia, Matei, Zhang, Ce, Talwalkar, Ameet
Published in arXiv.org (01.12.2019)
Get full text
Published in arXiv.org (01.12.2019)
Paper
File classification in self- storage systems
Mesnier, M., Thereska, E., Ganger, G.R., Ellard, D., Seltzer, M.
Published in International Conference on Autonomic Computing, 2004. Proceedings (2004)
Published in International Conference on Autonomic Computing, 2004. Proceedings (2004)
Get full text
Conference Proceeding