Research Output per year
Research Output 2014 2019
2019
Accelerating distributed reinforcement learning with in-switch computing
Li, Y., Liu, I. J., Yuan, Y., Chen, D., Schwing, A. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 279-291 13 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Reinforcement learning
Agglomeration
Switches
Scalability
Packet networks
Autopersist: An easy-to-use Java NVM framework based on reachability
Shull, T., Huang, J. & Torrellas, J., Jun 8 2019, PLDI 2019 - Proceedings of the 40th ACM SIGPLAN Conference on Programming Language Design and Implementation. McKinley, K. S. & Fisher, K. (eds.). Association for Computing Machinery, p. 316-332 17 p. (Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI)).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Data storage equipment
Data structures
Computer programming
Dynamic random access storage
Software engineering
Energy-efficient video processing for virtual reality
Leng, Y., Chen, C. C., Sun, Q., Huang, J. & Zhu, Y., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 91-103 13 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Virtual reality
Processing
Semantics
Servers
Taxation
FlatFlash: Exploiting the Byte-Accessibility of SSDs within A Unified Memory-Storage Hierarchy
Abulila, A., Mailthody, V. S., Qureshi, Z., Huang, J., Kim, N. S., Xiong, J. & Hwu, W. M., Apr 4 2019, ASPLOS 2019 - 24th International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 971-985 15 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access
Data storage equipment
Dynamic random access storage
Flash-based SSDs
Cost effectiveness
Metadata
HALO: Accelerating flow classification for scalable packet processing in NFV
Yuan, Y., Wang, Y., Wang, R. & Huang, J., Jun 22 2019, ISCA 2019 - Proceedings of the 2019 46th International Symposium on Computer Architecture. Institute of Electrical and Electronics Engineers Inc., p. 601-614 14 p. (Proceedings - International Symposium on Computer Architecture).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Processing
Particle accelerators
Servers
Throughput
Associative storage
LL-PCM: Low-latency phase change memory architecture
Kim, N. S., Song, C., Cho, W. Y., Huang, J. & Jung, M., Jun 2 2019, Proceedings of the 56th Annual Design Automation Conference 2019, DAC 2019. Institute of Electrical and Electronics Engineers Inc., a14. (Proceedings - Design Automation Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Phase change memory
Memory architecture
Pulse code modulation
Phase Change
Latency
Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads
Dhar, A., Huang, S., Xiong, J., Jamsek, D., Mesnet, B., Huang, J., Kim, N. S., Hwu, W. M. & Chen, D., Jul 2019, Proceedings - 2019 IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2019. IEEE Computer Society, p. 68-75 8 p. 8839401. (Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI; vol. 2019-July).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Field programmable gate arrays (FPGA)
Particle accelerators
Data storage equipment
Bandwidth
Data transfer
Project almanac: A time-traveling solid-state drive
Wang, X., Yuan, Y., Zhou, Y., Coats, C. C. & Huang, J., Mar 25 2019, Proceedings of the 14th EuroSys Conference 2019. Association for Computing Machinery, Inc, 3303983. (Proceedings of the 14th EuroSys Conference 2019).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Travel time
Hardware
Recovery
Costs
Experiments
QuickCheck: Using speculation to reduce the overhead of checks in NVM frameworks
Shull, T., Huang, J. & Torrellas, J., Apr 14 2019, VEE 2019 - Proceedings of the 15th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments. Sartor, J. B., Naik, M. & Sartor, J. B. (eds.). Association for Computing Machinery, Inc, p. 137-151 15 p. (VEE 2019 - Proceedings of the 15th ACM SIGPLAN/SIGOPS International Conference on Virtual Execution Environments).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Data storage equipment
Dynamic random access storage
Computer programming
Data structures
Productivity
2018
Defining a high-level programming model for emerging NVRAM technologies
Shull, T., Huang, J. & Torrellas, J., Sep 12 2018, Proceedings of the 15th International Conference on Managed Languages and Runtimes, ManLang 2018 (formerly PPPJ). Association for Computing Machinery, (ACM International Conference Proceeding Series).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Computer programming
Data storage equipment
Hybrid systems
Mirrors
Productivity
Semantic-aware virtual reality video streaming
Leng, Y., Chen, C. C., Sun, Q., Huang, J. & Zhu, Y., Aug 27 2018, Proceedings of the 9th Asia-Pacific Workshop on Systems, APSys 2018. Association for Computing Machinery, Inc, 21. (Proceedings of the 9th Asia-Pacific Workshop on Systems, APSys 2018).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Video streaming
Virtual reality
Semantics
Data transfer
Processing
2017
FlashGuard: Leveraging intrinsic flash properties to defend against encryption ransomware
Huang, J., Xu, J., Xing, X., Liu, P. & Qureshi, M. K., Oct 30 2017, CCS 2017 - Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security. Association for Computing Machinery, p. 2231-2244 14 p. (Proceedings of the ACM Conference on Computer and Communications Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Cryptography
Recovery
Malware
Firmware
Flash memory
PALLAS: Semantic-aware checking for finding deep bugs in fast path
Huang, J., Allen-Bond, M. & Zhang, X., Apr 4 2017, ASPLOS 2017 - 22nd International Conference on Architectural Support for Programming Languages and Operating Systems. Association for Computing Machinery, p. 709-722 14 p. (International Conference on Architectural Support for Programming Languages and Operating Systems - ASPLOS; vol. Part F127193).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Computer systems
Semantics
Web browsers
Computer operating systems
Static analysis
2015
Understanding issue correlations: A case study of the hadoop system
Huang, J., Zhang, X. & Schwan, K., Aug 27 2015, ACM SoCC 2015 - Proceedings of the 6th ACM Symposium on Cloud Computing. Balazinska, M., Freedman, M. J., Barahmand, S. & Ghandeharizadeh, S. (eds.). Association for Computing Machinery, Inc, p. 2-15 14 p. (ACM SoCC 2015 - Proceedings of the 6th ACM Symposium on Cloud Computing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
MapReduce
Essential Component
System Development
Ecosystem
Ecosystems
Unified address translation for memory-mapped SSDs with FlashMap
Huang, J., Badam, A., Qureshi, M. K. & Schwan, K., Jun 13 2015, ISCA 2015 - 42nd Annual International Symposium on Computer Architecture, Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 580-591 12 p. (Proceedings - International Symposium on Computer Architecture; vol. 13-17-June-2015).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Data storage equipment
Dynamic random access storage
Interfaces (computer)
Managers
2014
Scibox: Online sharing of scientific data via the cloud
Huang, J., Zhang, X., Eisenhauer, G., Schwan, K., Wolf, M., Ethier, S. & Klasky, S., Jan 1 2014, Proceedings - IEEE 28th International Parallel and Distributed Processing Symposium, IPDPS 2014. IEEE Computer Society, p. 145-154 10 p. 6877250. (Proceedings of the International Parallel and Distributed Processing Symposium, IPDPS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Application programming interfaces (API)
Data reduction
Image processing
Fusion reactions
Bandwidth