831 entries · Updated 2026-10-05

Books

Books on running models on your own hardware: inference and serving, quantization, accelerators, transformer internals, ML systems, local deployment. One row per title, each naming the catalogue it came from.

Titles831
Topics6
Languages4
Publishers198
Topic

831 titles

Hardware & accelerators 214

Accelerator or Brake?
Ferrera, Maurizio · Oxford University Press · 2017
doi:10.1093/oso/9780198790488.003.0030
en
Crossref
Accelerator Physics
MacKay, William W, Conte, Mario · WORLD SCIENTIFIC · 2011
ISBN 9789814295994
en
Crossref
American Film
American Film Institute · American Film Institute · 1975
no identifier
eng
Open Library
Bioinformatics
Bertil Schmidt · CRC Press · 2010
ISBN 9781322627427
eng
Open Library
Computing Hardware
Anderson, James A. · Oxford University Press · 2018
doi:10.1093/acprof:oso/9780199357789.003.0002
en
Crossref
CUDA by example
Jason Sanders · Pearson Education, Limited · 2010
ISBN 9780131387683
eng
Open Library
CUDA by Example
Jason Sanders ,  Edward Kandrot · CreateSpace Independent Publishing Platform · 2017
ISBN 1548587990
eng
Open Library
CUDA for engineers
Duane Storti · Addison-Wesley Longman, Incorporated · 2015
ISBN 9780134177519
eng
Open Library
CUDA Handbook
Nicholas Wilt · Addison Wesley · 2017
ISBN 0134852745
eng
Open Library
CUDA Handbook
Kian Moran · CreateSpace Independent Publishing Platform · 2015
ISBN 9781516955312
eng
Open Library
CUDA Programming
Shane Cook · Elsevier Science & Technology Books · 2012
ISBN 0124159885
eng
Open Library
Data Parallel C++
Reinders, James, Ashbaugh, Ben, Brodman, James, Kinsner, Michael · Apress · 2023
ISBN 9781484296905
en
Crossref
Data Parallel C++
Reinders, James, Ashbaugh, Ben, Brodman, James, Kinsner, Michael · Apress · 2021
ISBN 9781484255735
en
Crossref
Deep Learning
Albert Liu Oscar Law · Independently Published · 2020
ISBN 9798668283231
eng
Open Library
Deep Learning Networks
Singaram, Jayakumar, Iyengar, S. S., Madni, Azad M. · Springer Nature Switzerland · 2024
ISBN 9783031392436
en
Crossref
Digital Hardware Design
Catt, Ivor, Walton, David, Davidson, Malcolm · Macmillan Education UK · 1979
ISBN 9780333259818
en
Crossref
GPU computing gems
Wen-mei Hwu · Morgan Kaufmann Publishers · 2011
ISBN 0123849888
eng
Open Library
GPU gems
Randima Fernando · Addison-Wesley · 2004
ISBN 9780321228321
eng
Open Library
GPU Gems
Randima Fernando · Addison-Wesley Professional · 2004
ISBN 0321228324
eng
Open Library
GPU gems 2
Matt Pharr, Randima Fernando · Addison-Wesley Professional · 2005
ISBN 9780321545411
eng
Open Library
GPU Gems 3
Hubert Nguyen · Addison-Wesley Professional · 2007
ISBN 0321545427
eng
Open Library
GPU Pro
· A K Peters/CRC Press · 2010
ISBN 9781439865538
en
Crossref
GPU Pro
Wolfgang F. Engel · A K Peters · 2010
ISBN 9781568814728
eng
Open Library
GPU Pro 2
Engel, Wolfgang · A K Peters/CRC Press · 2016
ISBN 9781439865606
en
Crossref
GPU Pro 3
Wolfgang F. Engel · A K Peters/CRC Press · 2012
ISBN 9781439887820
eng
Open Library
GPU PRO 3
· A K Peters/CRC Press · 2012
ISBN 9781439887943
en
Crossref
GPU Pro 360
· A K Peters/CRC Press · 2018
ISBN 9780203705179
en
Crossref
GPU Pro 360
Engel, Wolfgang · A K Peters/CRC Press · 2018
ISBN 9781351052108
en
Crossref
GPU Pro 360
Engel, Wolfgang · A K Peters/CRC Press · 2018
ISBN 9781351261524
en
Crossref
GPU Pro 360
Engel, Wolfgang · A K Peters/CRC Press · 2018
ISBN 9781351208352
en
Crossref
GPU Pro 4
· A K Peters/CRC Press · 2013
ISBN 9780429165177
en
Crossref
GPU pro 6
Wolfgang Engel · CRC Press LLC · 2015
ISBN 1040072976
eng
Open Library
GPU Pro 6
· A K Peters/CRC Press · 2015
ISBN 9780429161773
en
Crossref
GPU Pro 7
· A K Peters/CRC Press · 2016
ISBN 9780429160035
en
Crossref
GPU Pro2
Wolfgang F. Engel · AK Peters · 2011
ISBN 9781568817187
eng
Open Library
GPU Pro⁵
Wolfgang F. Engel · 2014
ISBN 9781482208634
eng
Open Library
GPU Programming in MATLAB
Nikolaos Ploskas, Nikolaos Samaras · Elsevier Science & Technology Books · 2016
ISBN 9780128051337
eng
Open Library
Hardware Design
Keller, Jörg, Paul, Wolfgang J. · Vieweg+Teubner Verlag · 2005
ISBN 9783519230472
en
Crossref
Hardware Design
Keller, Jörg, Paul, Wolfgang J. · Vieweg+Teubner Verlag · 1997
ISBN 9783815423042
en
Crossref
Hardware Design
Keller, Jörg, Paul, Wolfgang J. · Vieweg+Teubner Verlag · 1995
ISBN 9783815420652
en
Crossref
Hardware Security
Mohamed, Khaled · Springer Nature Switzerland · 2026
ISBN 9783032272065
en
Crossref
Hardware Security
Mukhopadhyay, Debdeep, Chakraborty, Rajat Subhra · Chapman and Hall/CRC · 2014
ISBN 9781439895849
en
Crossref
Helpful Programming Hints
Montgomery, Erwin B. · Oxford University Press · 2016
doi:10.1093/med/9780190259600.003.0015
en
Crossref
Introduction to Parallel Computing
Trobec, Roman, Slivnik, Boštjan, Bulić, Patricio, Robič, Borut · Springer International Publishing · 2018
ISBN 9783319988320
en
Crossref
Learning deep
· Göttingen University Press · 2020
ISBN 9783863954628
en
Crossref
Parallel C++
Diehl, Patrick, Brandt, Steven R., Kaiser, Hartmut · Springer International Publishing · 2024
ISBN 9783031543685
en
Crossref
Parallel Programming
Rauber, Thomas, Rünger, Gudula · Springer International Publishing · 2023
ISBN 9783031289231
en
Crossref
Parallel Programming
Rauber, Thomas, Rünger, Gudula · Springer Berlin Heidelberg · 2013
ISBN 9783642378003
en
Crossref
Parallel Programming
Rauber, Thomas, Rünger, Gudula · Springer Berlin Heidelberg · 2010
ISBN 9783642048173
en
Crossref
Pro TBB
Voss, Michael, Asenjo, Rafael, Reinders, James · Apress · 2019
ISBN 9781484243978
en
Crossref
Programming
Anderson, James A. · Oxford University Press · 2018
doi:10.1093/acprof:oso/9780199357789.003.0014
en
Crossref
Programming GPUs
Andrew Sheppard · O'Reilly Media, Incorporated · 2013
ISBN 1449302351
eng
Open Library
Today's TBB
Voss, Michael J., Reinders, James R. · Apress · 2025
ISBN 9798868812699
en
Crossref

Inference & serving 123

6. Issuing and serving
Sime, Stuart · Oxford University Press · 2017
doi:10.1093/he/9780198787570.003.0661
en
Crossref
AI Engineering
Chip Huyen · O'Reilly Media, Incorporated · 2024
ISBN 9798341671317
eng
Open Library
B-52 Stratofortress
Bill Yenne · MBI Pub. Co., Zenith Press · 2012
ISBN 9780760343029
eng
Open Library
Behavioral health care
John S. Lyons, Dana A. Weiner · Civic Research Institute · 2009
ISBN 9781887554695
eng
Open Library
Big Data
Nathan Marz · Manning · 2015
ISBN 1617290343
eng
Open Library
Campbell biology
Neil Allison Campbell, Lisa A. Urry, Michael L. Cain, Steven A. Wasserman · Pearson Education, Inc. · 2015
ISBN 0135455642
eng
Open Library
Generative KI
Wennker, Phil · Springer Fachmedien Wiesbaden · 2026
ISBN 9783658446901
en
Crossref
Inference
Sainsbury, Mark · Oxford University Press · 2018
doi:10.1093/oso/9780198803348.003.0006
en
Crossref
Linked data
Tom Heath · Springer International Publishing AG · 2011
ISBN 1608454304
eng
Open Library
LTE for public safety
Rainer Liebhart · Wiley & Sons, Incorporated, John · 2015
ISBN 9781118829844
eng
Open Library
Pipelines 2015
Md.) Pipelines (Conference) (2015 Baltimore · American Society of Civil Engineers · 2015
ISBN 9780784414170
eng
Open Library
Plot Structure
Vladimir Pimonov · Flinta - Nauka · 2018
no identifier
rus
Open Library
Reference renaissance
Marie L. Radford · Neal-Schuman Publishers · 2010
ISBN 9781555706807
eng
Open Library
Serving Herself
Brown, Ashley · Oxford University PressNew York · 2022
ISBN 0197551750
en
Crossref
Serving LGBTQ Teens
Houde, Lisa · The Rowman & Littlefield Publishing Group, Inc. · 2018
ISBN 9798216530985
en
Crossref
Serving Older Teens
Mikkelson, Sheila · Libraries Unlimited · 2003
ISBN 9798216013068
en
Crossref
Serving the Underserved
Uematsu, Hiroki, Katwal, Saurav, Maharjan, Liza · World Bank, Washington, DC · 2020
doi:10.1596/34681
en
Crossref
Taking sides
Myron A. Levine · McGraw Hill Contemporary Learning Series · 2013
ISBN 007805043X
eng
Open Library
The 15x Problem
Ravi Vale · Greenlit Books · 2026
ISBN 9798185316184
eng
Open Library
The vehicle and the environment
International Federation of Automobile Engineers' and Technicians' Associations. International Congress · published by Mechanical Engineering Publications Ltd. for the Institution of Mechanical Engineers · 1992
ISBN 0852988389
eng
Open Library
Tommy Koh
Lay Hwee Yeo, Peggy Kek, Gillian Koh, Li Lin Chang · WS Professional, an imprint of World Scientific Publishing Co. Pte. Ltd. · 2018
ISBN 9813222379
eng
Open Library
Writing the community
Linda Adler-Kassner, Ann Watters · Stylus Publishing, LLC · 1997
ISBN 1620360551
eng
Open Library

Local & edge AI 118

AI in Liberal Arts Education
Kostihova, Marcela, Makarevitch, Irina, Hilk, Caroline · Springer Nature Switzerland · 2026
ISBN 9783032321510
en
Crossref
AI on the Edge with Security
Sehgal, Naresh Kumar, Saxena, Manoj, Shah, Dhaval N. · Springer Nature Switzerland · 2025
ISBN 9783031782718
en
Crossref
AI-enabled Spectrum Sharing
Zhang, Lin, Xiao, Ming, Wang, Zicun, Tang, Wanbin · Springer Nature Singapore · 2024
ISBN 9789819776436
en
Crossref
Applied Edge AI
Chelliah, Pethuru Raj, Nagarajan, G., Minu, R.I. · Auerbach Publications · 2022
ISBN 9781003145158
en
Crossref
Bayesian Inference
Bazett, Trefor · Springer International Publishing · 2022
ISBN 9783030957926
en
Crossref
Brain Informatics
Fabio Massimo Zanzotto · Springer Berlin Heidelberg · 2012
ISBN 9783642351396
eng
Open Library
Creativity's Edge
Riley, Susan M. · Bloomsbury Publishing Inc, · 2026
ISBN 9798881870881
en
Crossref
Digital planet
George Beekman, Ben Beekman · Prentice Hall PTR · 2011
ISBN 9780132091251
eng
Open Library
Edge AI
Wang, Xiaofei, Han, Yiwen, Leung, Victor C. M., Niyato, Dusit · Springer Singapore · 2020
ISBN 9789811561856
en
Crossref
Edge-AI in Healthcare
Vyas, Sonali, Upadhyaya, Akanksha, Bhargava, Deepshikha, Kumar Shukla, Vinod · CRC Press · 2023
ISBN 9781003244592
en
Crossref
Efficient Deployment of Teachers
Kesuma, Ratna, Utz, Anuja, Bodrogini, Petra W., Purwana, Ruwiyati · World Bank, Washington, DC · 2018
doi:10.1596/32397
en
Crossref
Goku
Sean stubenrauch · Sean stubenrauch · 2017
no identifier
en
Open Library
Hoshin Kanri
Akao, Yoji, Watson, Greg · Productivity Press · 2020
ISBN 9780367554255
en
Crossref
IEEE Region 5
La.) IEEE Region 5 Technical Conference (2003 New Orleans · Institute of Electrical and Electronics Engineers · 2003
ISBN 0780377400
eng
Open Library
Intelligence Bulletin
United States. War Department. Military Intelligence Service · United States. War Department. · 1942
no identifier
eng
Open Library
Learning AWS IoT
Agus Kurniawan · de Gruyter GmbH, Walter · 2018
ISBN 1788394666
eng
Open Library
PTAexam
Scott M. Giles · Mainely Physical Therapy · 2010
ISBN 1890989258
eng
Open Library
Pump wisdom
Heinz P. Bloch · Wiley · 2011
ISBN 9781118041239
eng
Open Library
Robust Machine Learning
Guerraoui, Rachid, Gupta, Nirupam, Pinot, Rafael · Springer Nature Singapore · 2024
ISBN 9789819706877
en
Crossref
Securing AI Agents
Huang, Ken, Hughes, Chris · Springer Nature Switzerland · 2025
ISBN 9783032021298
en
Crossref
Six Sigma Deployment
Adams, Cary, Gupta, Praveen, Wilson, Charlie · Routledge · 2007
ISBN 9780080480947
en
Crossref
Statistical inference
Gelman, Andrew, Nolan, Deborah · Oxford University Press · 2017
doi:10.1093/oso/9780198785699.003.0009
en
Crossref
Tech
15projects.com · 15projects.com · 2014
no identifier
en
Open Library
The AI Playbook
Siegel, Eric · The MIT Press · 2024
ISBN 9780262378123
en
Crossref
The Edge of Sentience
Birch, Jonathan · Oxford University PressOxford · 2024
ISBN 9780191966729
en
Crossref
The Process of Inference
Mole, Christopher · Oxford University Press · 2018
doi:10.1093/oso/9780198777991.003.0008
en
Crossref
Using MPI
William Gropp, Ewing Lusk, Anthony Skjellum · MIT Press · 1994
ISBN 0262571048
eng
Open Library

ML systems & MLOps 191

Adversarial Machine Learning
Vorobeychik, Yevgeniy, Kantarcioglu, Murat · Springer International Publishing · 2018
ISBN 9783031004520
en
Crossref
Creole Platforms
Lozano Paredes, Luis · Springer Nature Singapore · 2027
ISBN 9789819246373
en
Crossref
Data mining
I. H. Witten, Ian H. Witten, Eibe Frank · Morgan Kaufmann · 1999
ISBN 0080503659
eng
Open Library
Deep learning
Stellan Ohlsson · Cambridge University Press · 2011
ISBN 1283341662
eng
Open Library
Engineering MLOps
Emmanuel Raj · Packt Publishing, Limited · 2021
ISBN 1800566328
eng
Open Library
Keras to Kubernetes
Dattaraj Rao · Wiley & Sons, Limited, John · 2019
ISBN 1119564867
eng
Open Library
Kubeflow for Machine Learning
Holden Karau, Trevor Grant, Ilan Filonenko, Richard Liu · O'Reilly Media, Incorporated · 2020
ISBN 9781492050124
eng
Open Library
Machine Learning
Jung, Alexander · Springer Nature Singapore · 2022
ISBN 9789811681929
en
Crossref
Machine Learning
Alpaydın, Ethem · The MIT Press · 2021
ISBN 9780262365369
en
Crossref
Machine Learning
Mooney, Raymond J. · Oxford University Press · 2012
doi:10.1093/oxfordhb/9780199276349.013.0020
en
Crossref
Machine Learning
Marsland, Stephen · Chapman and Hall/CRC · 2011
ISBN 9781420067194
en
Crossref
Machine Learning
Mitchell, Tom M., Carbonell, Jaime G., Michalski, Ryszard S. · Springer US · 1986
ISBN 9781461294061
en
Crossref
Mastering Go
Mihalis Tsoukalos · Packt Publishing · 2018
ISBN 9781788626545
eng
Open Library
MLOps with Ray
Luu, Hien, Pumperla, Max, Zhang, Zhe · Apress · 2024
ISBN 9798868803758
en
Crossref
Out of control
Kevin Kelly · Perseus Books · 1994
ISBN 9781857020199
eng
Open Library
Platform Supply Chains 1
Yu, Yugang, Zheng, Shengming, Wang, Ting, Shi, Ye · Springer Nature Singapore · 2026
ISBN 9789819599646
en
Crossref
Platform Supply Chains 4
Huo, Baofeng, Ye, Yuxiao, Gu, Minhao, Li, Siyu · Springer Nature Singapore · 2026
ISBN 9789819201327
en
Crossref
Platform Urbanism
Barns, Sarah · Springer Singapore · 2020
ISBN 9789813297241
en
Crossref
Reliable Machine Learning
Cathy Chen, Niall Murphy, Kranti Parisa, D. Sculley · O'Reilly Media · 2022
ISBN 1098106229
eng
Open Library
ROS Robotics Projects
Ramkumar Gandhinathan, Lentin Joseph · Packt Publishing · 2019
ISBN 1838649328
eng
Open Library
The Time Machine
H. G. Wells · Isis Large Print · 1895
ISBN 1518619371
por
Open Library

Quantization & compression 83

Disorders of Attention
Wasserman, Theodore, Wasserman, Lori Drucker · Springer Nature Switzerland · 2024
ISBN 9783031787317
en
Crossref
Field Quantization
Greiner, Walter, Reinhardt, Joachim · Springer Berlin Heidelberg · 1996
ISBN 9783540780489
en
Crossref
Formality Theory
Esposito, Chiara · Springer International Publishing · 2015
ISBN 9783319092898
en
Crossref
Neural networks
Simon S. Haykin · Maxwell Macmillan International · 1994
ISBN 0023527617
eng
Open Library

Transformer internals 102

A TOUR OF THE WORLD
Malik Mansab Khan, Muhammad Rafique Abdul Aziz · Self-Published · 2025
no identifier
eng
Open Library
Attention and Learning
and, Bruno · Oxford University Press · 2018
doi:10.1093/oso/9780198725022.003.0009
en
Crossref
Collecting Architecture
Walker, Matthew · Oxford University Press · 2017
doi:10.1093/oso/9780198746355.003.0003
en
Crossref
Deep Learning
Kelleher, John D. · The MIT Press · 2019
ISBN 9780262354899
en
Crossref
Deep Learning
Fullan, Michael, Quinn, Joanne, McEachen, Joanne · Corwin · 2018
ISBN 9781506368603
en
Crossref
Discovering Architecture
Walker, Matthew · Oxford University Press · 2017
doi:10.1093/oso/9780198746355.003.0004
en
Crossref
Intelligent decision making systems
International Conference on Intelligent Systems and Knowledge Engineering (4th 2009 Hasselt, Belgium) · World Scientific Pub. Co. · 2010
ISBN 9789814295062
eng
Open Library
Inventing Architecture
Walker, Matthew · Oxford University Press · 2017
doi:10.1093/oso/9780198746355.003.0005
en
Crossref
Is Architecture Art?
Macarthur, John · Bloomsbury Publishing Plc · 2025
ISBN 9781350147744
en
Crossref
Learn PySpark
Singh, Pramod · Apress · 2019
ISBN 9781484249604
en
Crossref
Practising Architecture
Walker, Matthew · Oxford University Press · 2017
doi:10.1093/oso/9780198746355.003.0002
en
Crossref
Prayer and action
Ernest Edward Holmes · Longmans, Green · 1911
no identifier
eng
Open Library
Waldara Answers
William Swygard · William A. Reilly, Awareness Techniques sub. Theater University, Inc. in Wellsley Hills, MA 02181 · 1975
no identifier
eng
Open Library

How this list is built

Books are harvested from Crossref (academic books and monographs) and Open Library (library catalogue), then kept only when the record is about running models on your own hardware: inference and serving, quantization, accelerators, transformer internals, ML systems, local and edge deployment. One record, one row, each naming the catalogue it came from - nothing is entered from memory.

There is no year filter here, unlike a new-titles list: the books worth having on this subject were published between 2023 and 2026, and a "2026 only" rule would return almost nothing. The year is printed on every row so you can weigh it yourself.

Every row links to its own page, which carries the full record and one outbound link: a library catalogue (Open Library, by ISBN) or the DOI. There is no purchase link and no cover image anywhere on this site.

This page is a catalogue, not a reading list: the books that actually exist on running models on your own hardware, one row per title, each naming the record it came from. It answers a narrower question than a recommendation - what has been published on this subject, and where.

What it deliberately leaves out: anything that is only a blog, a course, or a paid product; and every purchase link. The outbound links go to library catalogues and DOIs.