Haikun Liu

Orcid: 0000-0003-4290-1408

According to our database1, Haikun Liu authored at least 95 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
ReHarvest: An ADC Resource-Harvesting Crossbar Architecture for ReRAM-Based DNN Accelerators.
ACM Trans. Archit. Code Optim., September, 2024

I/O Causality Based In-Line Data Deduplication for Non-Volatile Memory Enabled Storage Systems.
IEEE Trans. Computers, May, 2024

A hybrid memory architecture supporting fine-grained data migration.
Frontiers Comput. Sci., April, 2024

FPGA-based acceleration architecture for Apache Spark operators.
CCF Trans. High Perform. Comput., April, 2024

FusionANNS: An Efficient CPU/GPU Cooperative Processing Architecture for Billion-scale Approximate Nearest Neighbor Search.
CoRR, 2024

Scalable Billion-point Approximate Nearest Neighbor Search Using SmartSSDs.
Proceedings of the 2024 USENIX Annual Technical Conference, 2024

Fast Parallel Recovery for Transactional Stream Processing on Multicores.
Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

RTGA: A Redundancy-free Accelerator for High-Performance Temporal Graph Neural Network Inference.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

CDA-GNN: A Chain-driven Accelerator for Efficient Asynchronous Graph Neural Network.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

TIGA: Towards Efficient Near Data Processing in SmartNICs-based Disaggregated Memory Systems.
Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

2023
Accelerating Loop-Oriented RTL Simulation With Code Instrumentation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2023

RACE: An Efficient Redundancy-aware Accelerator for Dynamic Graph Neural Network.
ACM Trans. Archit. Code Optim., December, 2023

A Compilation Tool for Computation Offloading in ReRAM-based CIM Architectures.
ACM Trans. Archit. Code Optim., December, 2023

Accelerating Content-Defined Chunking for Data Deduplication Based on Speculative Jump.
IEEE Trans. Parallel Distributed Syst., September, 2023

GraphTune: An Efficient Dependency-Aware Substrate to Alleviate Irregularity in Concurrent Graph Processing.
ACM Trans. Archit. Code Optim., September, 2023

EGraph: Efficient Concurrent GPU-Based Dynamic Graph Processing.
IEEE Trans. Knowl. Data Eng., June, 2023

PMLiteDB: Streamlining Access Paths for High-Performance Persistent Memory Document Database Systems.
IEEE Trans. Computers, June, 2023

MorphStream: Adaptive Scheduling for Scalable Transactional Stream Processing on Multicores.
Proc. ACM Manag. Data, 2023

VIDGCN: Embracing input data diversity with a configurable graph convolutional network accelerator.
J. Syst. Archit., 2023

UCat: heterogeneous memory management for unikernels.
Frontiers Comput. Sci., 2023

MorphStream: Scalable Processing of Transactions over Streams on Multicores.
CoRR, 2023

Software-Defined, Fast and Strongly-Consistent Data Replication for RDMA-Based PM Datastores.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

SaGraph: A Similarity-aware Hardware Accelerator for Temporal Graph Processing.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

ACGraph: Accelerating Streaming Graph Processing via Dependence Hierarchy.
Proceedings of the 60th ACM/IEEE Design Automation Conference, 2023

Revisiting Log-Structured Merging for KV Stores in Hybrid Memory Systems.
Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022
ReHy: A ReRAM-Based Digital/Analog Hybrid PIM Architecture for Accelerating CNN Training.
IEEE Trans. Parallel Distributed Syst., 2022

A Simulation Framework for Memristor-Based Heterogeneous Computing Architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing.
IEEE Trans. Big Data, 2022

Improving Bank-Level Parallelism for In-Memory Checkpointing in Hybrid Memory Systems.
IEEE Trans. Big Data, 2022

Toward High-Performance Delta-Based Iterative Processing with a Group-Based Approach.
J. Comput. Sci. Technol., 2022

Design and Simulation of Multi-tiered Heterogeneous Memory Architecture.
Proceedings of the 30th International Symposium on Modeling, 2022

TDGraph: a topology-driven accelerator for high-performance streaming graph processing.
Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

FlashWalker: An In-Storage Accelerator for Graph Random Walks.
Proceedings of the 2022 IEEE International Parallel and Distributed Processing Symposium, 2022

Towards low-latency I/O services for mixed workloads using ultra-low latency SSDs.
Proceedings of the ICS '22: 2022 International Conference on Supercomputing, Virtual Event, June 28, 2022

Efficient Remote Memory Paging for Disaggregated Memory Systems.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2022

ReGNN: a ReRAM-based heterogeneous architecture for general graph neural networks.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

CLIMBER: defending phase change memory against inconsistent write attacks.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

2021
LargeGraph: An Efficient Dependency-Aware GPU-Accelerated Large-Scale Graph Processing.
ACM Trans. Archit. Code Optim., 2021

A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions.
J. Comput. Sci. Technol., 2021

Resource abstraction and data placement for distributed hybrid memory pool.
Frontiers Comput. Sci., 2021

HMvisor: dynamic hybrid memory management for virtual machines.
Sci. China Inf. Sci., 2021

Hardware-supported remote persistence for distributed persistent memory.
Proceedings of the International Conference for High Performance Computing, 2021

LCCG: a locality-centric hardware accelerator for high throughput of concurrent graph processing.
Proceedings of the International Conference for High Performance Computing, 2021

Eunomia: Efficiently Eliminating Abnormal Results in Distributed Stream Join Systems.
Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Gengar: An RDMA-based Distributed Hybrid Memory Pool.
Proceedings of the 41st IEEE International Conference on Distributed Computing Systems, 2021

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2021

HNGraph: Parallel Graph Processing in Hybrid Memory Based NUMA Systems.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

Straggler-Aware Parallel Graph Processing in Hybrid Memory Systems.
Proceedings of the 21st IEEE/ACM International Symposium on Cluster, 2021

2020
Hotspot-Aware Hybrid Memory Management for In-Memory Key-Value Stores.
IEEE Trans. Parallel Distributed Syst., 2020

Miss Penalty Aware Cache Replacement for Hybrid Memory Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020

Object-Level Memory Allocation and Migration in Hybrid Memory Systems.
IEEE Trans. Computers, 2020

AsynGraph: Maximizing Data Parallelism for Efficient Iterative Graph Processing on GPUs.
ACM Trans. Archit. Code Optim., 2020

Layup: Layer-adaptive and Multi-type Intermediate-oriented Memory Optimization for GPU-based CNNs.
ACM Trans. Archit. Code Optim., 2020

A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions.
CoRR, 2020

TLB Coalescing for Multi-Grained Page Migration in Hybrid Memory Systems.
IEEE Access, 2020

Towards Lightweight Serverless Computing via Unikernel as a Function.
Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

Superpage-Friendly Page Table Design for Hybrid Memory Systems.
Proceedings of the Data Science, 2020

Cache/Memory Coordinated Fair Scheduling for Hybrid Memory Systems.
Proceedings of the HP3C 2020: 4th International Conference on High Performance Compilation, 2020

2019
Cost-Effective Cloud Server Provisioning for Predictable Performance of Big Data Analytics.
IEEE Trans. Parallel Distributed Syst., 2019

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs.
ACM Trans. Storage, 2019

VMBKS: a shared memory cache system based on booting kernel in cloud.
J. Supercomput., 2019

Towards Declarative and Data-Centric Virtual Machine Image Management in IaaS Clouds.
IEEE Trans. Cloud Comput., 2019

Supporting Superpages and Lightweight Page Migration in Hybrid Memory Systems.
ACM Trans. Archit. Code Optim., 2019

NGraph: Parallel Graph Processing in Hybrid Memory Systems.
IEEE Access, 2019

GraphM: an efficient storage system for high throughput of concurrent graph processing.
Proceedings of the International Conference for High Performance Computing, 2019

When FPGA-Accelerator Meets Stream Data Processing in the Edge.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

HiNUMA: NUMA-Aware Data Placement and Migration in Hybrid Memory Systems.
Proceedings of the 37th IEEE International Conference on Computer Design, 2019

An Improved CNN-Based Pneumoconiosis Diagnosis Method on X-ray Chest Film.
Proceedings of the Human Centered Computing - 5th International Conference, 2019

DiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs.
Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018
CGraph: A Correlations-aware Approach for Efficient Concurrent Iterative Graph Processing.
Proceedings of the 2018 USENIX Annual Technical Conference, 2018

HME: A lightweight emulator for hybrid memory.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

Towards concurrency race debugging: an integrated approach for constraint solving and dynamic slicing.
Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017
Exploiting the Parallelism Between Conflicting Critical Sections with Partial Reversion.
IEEE Trans. Parallel Distributed Syst., 2017

Hardware/software cooperative caching for hybrid DRAM/NVM memory architectures.
Proceedings of the International Conference on Supercomputing, 2017

MALRU: Miss-penalty aware LRU-based cache replacement for hybrid memory systems.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2016
F2C: Enabling Fair and Fine-Grained Resource Sharing in Multi-Tenant IaaS Clouds.
IEEE Trans. Parallel Distributed Syst., 2016

2015
Hotplug or Ballooning: A Comparative Study on Dynamic Memory Management Techniques for Virtual Machines.
IEEE Trans. Parallel Distributed Syst., 2015

VMbuddies: Coordinating Live Migration of Multi-Tier Applications in Cloud Environments.
IEEE Trans. Parallel Distributed Syst., 2015

2014
Reliability-aware server consolidation for balancing energy-lifetime tradeoff in virtualized cloud datacenters.
Int. J. Commun. Syst., 2014

Reciprocal Resource Fairness: Towards Cooperative Multiple-Resource Fair Sharing in IaaS Clouds.
Proceedings of the International Conference for High Performance Computing, 2014

Long-term resource fairness: towards economic fairness on pay-as-you-use computing systems.
Proceedings of the 2014 International Conference on Supercomputing, 2014

2013
Performance and energy modeling for live migration of virtual machines.
Clust. Comput., 2013

2012
Towards a green cluster through dynamic remapping of virtual machines.
Future Gener. Comput. Syst., 2012

VMckpt: lightweight and live virtual machine checkpointing.
Sci. China Inf. Sci., 2012

Lifetime or energy: Consolidating servers with reliability control in virtualized cloud datacenters.
Proceedings of the 4th IEEE International Conference on Cloud Computing Technology and Science Proceedings, 2012

2011
Live Virtual Machine Migration via Asynchronous Replication and State Synchronization.
IEEE Trans. Parallel Distributed Syst., 2011

VMStore: Distributed storage system for multiple virtual machines.
Sci. China Inf. Sci., 2011

Performance and energy modeling for live migration of virtual machines.
Proceedings of the 20th ACM International Symposium on High Performance Distributed Computing, 2011

2010
Towards virtualized desktop environment.
Concurr. Comput. Pract. Exp., 2010

2009
A Virtual Machine Replay System Based on Para-virtualized Xen.
Proceedings of the NPC 2009, 2009

Live migration of virtual machine based on full system trace and replay.
Proceedings of the 18th ACM International Symposium on High Performance Distributed Computing, 2009

Optimize Performance of Virtual Machine Checkpointing via Memory Exclusion.
Proceedings of the Fourth ChinaGrid Annual Conference, ChinaGrid 2009, Yantai, Shandong, 2009

LAOVM: Lightweight Application-Oriented Virtual Machine for Thread Migration.
Proceedings of the 8th IEEE/ACIS International Conference on Computer and Information Science, 2009

2008
XenLR: Xen-based Logging for Deterministic Replay.
Proceedings of the Japan-China Joint Workshop on Frontier of Computer Science and Technology, 2008

Magnet: A novel scheduling policy for power reduction in cluster with virtual machines.
Proceedings of the 2008 IEEE International Conference on Cluster Computing, 29 September, 2008


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