preface.bib

@article{DBLP:journals/cacm/BermanRHCDEFMRS18,
  author    = {Francine Berman and
               Rob Rutenbar and
               Brent Hailpern and
               Henrik Christensen and
               Susan Davidson and
               Deborah Estrin and
               Michael J. Franklin and
               Margaret Martonosi and
               Padma Raghavan and
               Victoria Stodden and
               Alexander S. Szalay},
  title     = {Realizing the potential of data science},
  journal   = {Commun. {ACM}},
  volume    = {61},
  number    = {4},
  pages     = {67--72},
  year      = {2018},
  url       = {http://doi.acm.org/10.1145/3188721},
  doi       = {10.1145/3188721},
  timestamp = {Tue, 17 Apr 2018 14:51:15 +0200},
  biburl    = {https://dblp.org/rec/bib/journals/cacm/BermanRHCDEFMRS18},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

@article{Jouppi:2017:IPA:3140659.3080246,
 author = {Jouppi, Norman P. and Young, Cliff and Patil, Nishant and Patterson, David and Agrawal, Gaurav and Bajwa, Raminder and Bates, Sarah and Bhatia, Suresh and Boden, Nan and Borchers, Al and Boyle, Rick and Cantin, Pierre-luc and Chao, Clifford and Clark, Chris and Coriell, Jeremy and Daley, Mike and Dau, Matt and Dean, Jeffrey and Gelb, Ben and Ghaemmaghami, Tara Vazir and Gottipati, Rajendra and Gulland, William and Hagmann, Robert and Ho, C. Richard and Hogberg, Doug and Hu, John and Hundt, Robert and Hurt, Dan and Ibarz, Julian and Jaffey, Aaron and Jaworski, Alek and Kaplan, Alexander and Khaitan, Harshit and Killebrew, Daniel and Koch, Andy and Kumar, Naveen and Lacy, Steve and Laudon, James and Law, James and Le, Diemthu and Leary, Chris and Liu, Zhuyuan and Lucke, Kyle and Lundin, Alan and MacKean, Gordon and Maggiore, Adriana and Mahony, Maire and Miller, Kieran and Nagarajan, Rahul and Narayanaswami, Ravi and Ni, Ray and Nix, Kathy and Norrie, Thomas and Omernick, Mark and Penukonda, Narayana and Phelps, Andy and Ross, Jonathan and Ross, Matt and Salek, Amir and Samadiani, Emad and Severn, Chris and Sizikov, Gregory and Snelham, Matthew and Souter, Jed and Steinberg, Dan and Swing, Andy and Tan, Mercedes and Thorson, Gregory and Tian, Bo and Toma, Horia and Tuttle, Erick and Vasudevan, Vijay and Walter, Richard and Wang, Walter and Wilcox, Eric and Yoon, Doe Hyun},
 title = {In-Datacenter Performance Analysis of a Tensor Processing Unit},
 journal = {SIGARCH Comput. Archit. News},
 issue_date = {May 2017},
 volume = {45},
 number = {2},
 month = jun,
 year = {2017},
 issn = {0163-5964},
 pages = {1--12},
 numpages = {12},
 url = {http://doi.acm.org/10.1145/3140659.3080246},
 doi = {10.1145/3140659.3080246},
 acmid = {3080246},
 publisher = {ACM},
 address = {New York, NY, USA},
 keywords = {CNN, DNN, GPU, LSTM, MLP, RNN, TPU, TensorFlow, accelerator, deep learning, domain-specific architecture, neural network},
}