Cong Xu

Affiliations:
  • University of California Santa Barbara (UCSB), CA, USA
  • Hewlett Packard Labs, Palo Alto, CA, USA
  • Pennsylvania State University, PA, USA (PhD 2015)


According to our database1, Cong Xu authored at least 41 papers between 2010 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Memory Scaling of Cloud-Based Big Data Systems: A Hybrid Approach.
IEEE Trans. Big Data, 2022

2019
Parana: A Parallel Neural Architecture Considering Thermal Problem of 3D Stacked Memory.
IEEE Trans. Parallel Distributed Syst., 2019

2018
SmoothOut: Smoothing Out Sharp Minima for Generalization in Large-Batch Deep Learning.
CoRR, 2018

Toward Cost-Effective Memory Scaling in Clouds: Symbiosis of Virtual and Physical Memory.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
TernGrad: Ternary Gradients to Reduce Communication in Distributed Deep Learning.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Coordinating Filters for Faster Deep Neural Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

2016
BACH: A Bandwidth-Aware Hybrid Cache Hierarchy Design with Nonvolatile Memories.
J. Comput. Sci. Technol., 2016

PRIME: A Novel Processing-in-Memory Architecture for Neural Network Computation in ReRAM-Based Main Memory.
Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

NVSim-CAM: a circuit-level simulator for emerging nonvolatile memory based content-addressable memory.
Proceedings of the 35th International Conference on Computer-Aided Design, 2016

Pinatubo: a processing-in-memory architecture for bulk bitwise operations in emerging non-volatile memories.
Proceedings of the 53rd Annual Design Automation Conference, 2016

NVSim-VX<sup>s</sup>: an improved NVSim for variation aware STT-RAM simulation.
Proceedings of the 53rd Annual Design Automation Conference, 2016

2015
Impact of Cell Failure on Reliable Cross-Point Resistive Memory Design.
ACM Trans. Design Autom. Electr. Syst., 2015

Impact of Write Pulse and Process Variation on 22 nm FinFET-Based STT-RAM Design: A Device-Architecture Co-Optimization Approach.
IEEE Trans. Multi Scale Comput. Syst., 2015

Memory and Storage System Design with Nonvolatile Memory Technologies.
IPSJ Trans. Syst. LSI Des. Methodol., 2015

History-Assisted Adaptive-Granularity Caches (HAAG$) for High Performance 3D DRAM Architectures.
Proceedings of the 29th ACM on International Conference on Supercomputing, 2015

Overcoming the challenges of crossbar resistive memory architectures.
Proceedings of the 21st IEEE International Symposium on High Performance Computer Architecture, 2015

Modeling framework for cross-point resistive memory design emphasizing reliability and variability issues.
Proceedings of the 20th Asia and South Pacific Design Automation Conference, 2015

2014
Building energy-efficient multi-level cell STT-MRAM based cache through dynamic data-resistance encoding.
Proceedings of the Fifteenth International Symposium on Quality Electronic Design, 2014

Half-DRAM: A high-bandwidth and low-power DRAM architecture from the rethinking of fine-grained activation.
Proceedings of the ACM/IEEE 41st International Symposium on Computer Architecture, 2014

Architecting 3D vertical resistive memory for next-generation storage systems.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

Using multi-level cell STT-RAM for fast and energy-efficient local checkpointing.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2014

CREAM: A Concurrent-Refresh-Aware DRAM Memory architecture.
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

Adaptive placement and migration policy for an STT-RAM-based hybrid cache.
Proceedings of the 20th IEEE International Symposium on High Performance Computer Architecture, 2014

TSV power supply array electromigration lifetime analysis in 3D ICS.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014

3D-SWIFT: a high-performance 3D-stacked wide IO DRAM.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014

Reliability-aware cross-point resistive memory design.
Proceedings of the Great Lakes Symposium on VLSI 2014, GLSVLSI '14, Houston, TX, USA - May 21, 2014

Modeling and design analysis of 3D vertical resistive memory - A low cost cross-point architecture.
Proceedings of the 19th Asia and South Pacific Design Automation Conference, 2014

2013
Lazy Precharge: An overhead-free method to reduce precharge overhead for memory parallelism improvement of DRAM system.
Proceedings of the 2013 IEEE 31st International Conference on Computer Design, 2013

Low power multi-level-cell resistive memory design with incomplete data mapping.
Proceedings of the 2013 IEEE 31st International Conference on Computer Design, 2013

Design of cross-point metal-oxide ReRAM emphasizing reliability and cost.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013

Understanding the trade-offs in multi-level cell ReRAM memory design.
Proceedings of the 50th Annual Design Automation Conference 2013, 2013

2012
NVSim: A Circuit-Level Performance, Energy, and Area Model for Emerging Nonvolatile Memory.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2012

Design trade-offs for high density cross-point resistive memory.
Proceedings of the International Symposium on Low Power Electronics and Design, 2012

Modeling and design exploration of FBDRAM as on-chip memory.
Proceedings of the 2012 Design, Automation & Test in Europe Conference & Exhibition, 2012

Cache revive: architecting volatile STT-RAM caches for enhanced performance in CMPs.
Proceedings of the 49th Annual Design Automation Conference 2012, 2012

When to forget: A system-level perspective on STT-RAMs.
Proceedings of the 17th Asia and South Pacific Design Automation Conference, 2012

2011
Moguls: a model to explore the memory hierarchy for bandwidth improvements.
Proceedings of the 38th International Symposium on Computer Architecture (ISCA 2011), 2011

Bandwidth-aware reconfigurable cache design with hybrid memory technologies.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

Device-architecture co-optimization of STT-RAM based memory for low power embedded systems.
Proceedings of the 2011 IEEE/ACM International Conference on Computer-Aided Design, 2011

Design implications of memristor-based RRAM cross-point structures.
Proceedings of the Design, Automation and Test in Europe, 2011

2010
Impact of process variations on emerging memristor.
Proceedings of the 47th Design Automation Conference, 2010


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