Most-cited papers on Scalability of Web Based Systems

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

   2016 · arXiv (Cornell University) · Abadi, Martı́n, Agarwal, Ashish, Barham, Paul et al.

   9,767 cited

2. TensorFlow: A system for large-scale machine learning

   2016 · arXiv (Cornell University) · Abadi, Martı́n, Barham, Paul, Chen, Jianmin et al.

   8,814 cited

3. Pastry: Scalable, Decentralized Object Location, and Routing for Large-Scale Peer-to-Peer Systems

   2001 · Lecture notes in computer science · Rowstron, Antony, Druschel, Peter

   7,326 cited

4. An Empirical Evaluation of the System Usability Scale

   2008 · International Journal of Human-Computer Interaction · Bangor, Aaron, Kortum, Philip, Miller, James

   5,099 cited

5. Toyota production system: beyond large-scale production

   1998 · CERN Document Server (European Organization for Nuclear Research) · Ohno, Taiichi, B, Rosen, C

   4,562 cited

6. Approximation of Large-Scale Dynamical Systems

   2005 · Society for Industrial and Applied Mathematics eBooks · Antoulas, Athanasios C.

   3,046 cited

7. Graph Convolutional Neural Networks for Web-Scale Recommender Systems

   2018 · Ying, Rex, He, Ruining, Chen, Kaifeng et al.

   2,723 cited

8. Large-scale gene function analysis with the PANTHER classification system

   2013 · Nature Protocols · Mi, Huaiyu, Muruganujan, Anushya, Casagrande, John T. et al.

   2,586 cited

9. A 3D bioprinting system to produce human-scale tissue constructs with structural integrity

   2016 · Nature Biotechnology · Kang, Hyun‐Wook, Lee, Sang Jin, Ko, In Kap et al.

   2,578 cited

10. Review of electrical energy storage technologies, materials and systems: challenges and prospects for large-scale grid storage

    2018 · Energy & Environmental Science · Gür, Turgut M.

    2,445 cited

11. The Manual Ability Classification System (MACS) for children with cerebral palsy: scale development and evidence of validity and reliability

    2006 · Developmental Medicine & Child Neurology · Eliasson, Ann‐Christin, Krumlinde‐Sundholm, Lena, Rösblad, Birgit et al.

    2,172 cited

12. A computer model for simulating progressive, large-scale movements in blocky rock systems

    1971 · Medical Entomology and Zoology · Cundall, Peter

    1,924 cited

13. Robust Optimization of Large-Scale Systems

    1995 · Operations Research · Mulvey, John M., Vanderbei, Robert J., Zenios, Stavros A.

    1,912 cited

14. SecureML: A System for Scalable Privacy-Preserving Machine Learning

    2017 · Mohassel, Payman, Zhang, Yupeng

    1,835 cited

15. The System Usability Scale: Past, Present, and Future

    2018 · International Journal of Human-Computer Interaction · Lewis, James R.

    1,818 cited

16. CCFinder: a multilinguistic token-based code clone detection system for large scale source code

    2002 · IEEE Transactions on Software Engineering · Kamiya, T., Kusumoto, S., Inoue, Koji

    1,721 cited

17. Disruption of Large-Scale Brain Systems in Advanced Aging

    2007 · Neuron · Andrews‐Hanna, Jessica R., Snyder, Abraham Z., Vincent, Justin L. et al.

    1,646 cited

18. Foundations for an Empirically Determined Scale of Trust in Automated Systems

    2000 · International Journal of Cognitive Ergonomics · Jian, Jiun-Yin, Bisantz, Ann M., Drury, Colin G.

    1,594 cited

19. Protocol Update for large-scale genome and gene function analysis with the PANTHER classification system (v.14.0)

    2019 · Nature Protocols · Mi, Huaiyu, Muruganujan, Anushya, Huang, Xiaosong et al.

    1,583 cited

20. Ceph: a scalable, high-performance distributed file system

    2006 · eScholarship (California Digital Library) · Weil, Sage A., Brandt, Scott, Miller, Ethan L. et al.

    1,430 cited

21. Scaling of fracture systems in geological media

    2001 · Reviews of Geophysics · Bonnet, E., Bour, Olivier, Odling, N. E. et al.

    1,418 cited

22. Scale and performance in a distributed file system

    1988 · ACM Transactions on Computer Systems · Howard, John H., Kazar, Michael L., Menees, Sherri G. et al.

    1,410 cited

23. Continental‐scale water and energy flux analysis and validation for the North American Land Data Assimilation System project phase 2 (NLDAS‐2): 1. Intercomparison and application of model products

    2011 · Journal of Geophysical Research Atmospheres · Xia, Youlong, Mitchell, Kenneth E., Ek, Michael et al.

    1,352 cited

24. Scaling Limits of Interacting Particle Systems

    1999 · Grundlehren der mathematischen Wissenschaften · Kipnis, C., Landim, Cláudio

    1,328 cited

25. ZooKeeper: wait-free coordination for internet-scale systems

    2010 · Hunt, P. G., Konar, Mahadev, Junqueira, Flavio et al.

    1,314 cited

26. CREAMS: a field scale model for Chemicals, Runoff, and Erosion from Agricultural Management Systems [USA]

    1980 · Knisel, W. G.

    1,307 cited

27. Scalable high performance main memory system using phase-change memory technology

    2009 · Qureshi, Moinuddin K., Srinivasan, Vijayalakshmi, Rivers, Jude A.

    1,294 cited

28. Small-scale systems for in vivo drug delivery

    2003 · Nature Biotechnology · LaVan, David A., McGuire, Terry, Langer, Róbert

    1,293 cited

29. Finite Size Scaling and Numerical Simulation of Statistical Systems

    1990 · WORLD SCIENTIFIC eBooks · Privman, Vladimir

    1,286 cited