CS 5/579, Winter 2020
March 9/11 / Week 10
Security, CUDA
Monday: Security
Readings
- Demchenko, et al. “Big Security for Big Data: Addressing Security Challenges for the Big Data Infrastructure”Proceedings of the Secure Data Management workshop at VLDB ‘13.
- Yakoubov, et al. “A Survey of Cryptographic Approaches to Securing Big-Data Analytics in the Cloud.” In Proc. High Performance Extreme Computing Conference (HPEC), 2014
- Gadepally, et al. “Computing on masked data: a high performance method for improving big data veracity” Proc HPEC 2014
- Baumann, et al. “Shielding Applications from an Untrusted Cloud with Haven” ACM TOCS 33(3) 8:1-26, 2015
Suggested Additional Readings:
- Derbeko, et al. “Security and Privacy Aspects in MapReduce on Clouds: A Survey” arXiv:1605.00677, 5/2016
- For a description of the D4M abstract schema referred to in this article, see: Kepner et al. “D4M 2.0 schema: A general purpose high performance schema for the Accumulo database” Proc HPEC 2013 (arXiv)
- Brandon Pontius. “Information security considerations for applications using Apache Accumulo” MS Thesis, Naval Postgraduate School, 2014
- Popa, et al. “CryptDB: protecting confidentiality with encrypted query processing” Proc SOSP 2011, pp. 85-100.
Wednesday: GPUs & CUDA
Readings
- Nickolls et al. “Scalable parallel programming with CUDA”, SIGGRAPH ‘08
- Shi, X., Zheng, Z., Zhou, Y., Jin, H., He, L., Liu, B., & Hua, Q.-S. (2018). Graph Processing on GPUs: A Survey. ACM Comput. Surv., 50(6), 1–35.