Advanced Topics in Parallel and Distributed Systems
PhD in Computer Science and Engineering
2020/2021 - 2nd Semester
IST

Prof. Luís Rodrigues
Departamento de Engenharia Informática
IST

Description of the course

List of papers

Paper 1:

• Spatula: Efficient cross-camera video analytics on large camera networks
  S. Jain, X. Zhang, Y. Zhou, G. Ananthanarayanan, J. Jiang, Y. Shu, V. Bahl, and J. Gonzalez
  The Fifth ACM/IEEE Symposium on Edge Computing (SEC), Online November, 2020.
  Available pdf

Paper 2:

• Performance-Optimal Read-Only Transactions
  H. Lu, S. Sen, and W. Lloyd
  The 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Online, November 2020.
  Available pdf

Paper 3:

• Fault-tolerant and transactional stateful serverless workflows
  H. Zhang, A. Cardoza, P. Chen, S. Angel, and V. Liu
  The 14th USENIX Symposium on Operating Systems Design and Implementation (OSDI), Online, November 2020.
  Available pdf

Paper 4:

• DAPPLE: A Pipelined Data Parallel Approach for Training Large Models
  S. Fan, Y. Rong, C. Meng, Z. Cao, S. Wang, Z. Zheng, C. Wu, G. Long, J. Yang, L. Xia, L. Diao, X. Liu, and W. Lin
  Proceedings of the 26th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, Virtual, February 2021.
  Available pdf

Paper 5:

• POSEIDON: Privacy-Preserving Federated Neural Network Learning
  S. Sav, A. Pyrgelis, J. Troncoso-Pastoriza, D. Froelicher, J.-P. Bossuat, J. Sousa, and J.-P. Hubaux
  NDSS Symposium 2021, Online, February 2021.
  Available pdf