Qi Zhang

Orcid: 0000-0003-4763-0774

Affiliations:
  • IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA
  • Georgia Institute of Technology, School of Computer Science, Atlanta, GA, USA (PhD 2017)


According to our database1, Qi Zhang authored at least 63 papers between 2012 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Multi-Grained Trace Collection, Analysis, and Management of Diverse Container Images.
IEEE Trans. Computers, July, 2024

2023
Towards Saving Blockchain Fees via Secure and Cost-Effective Batching of Smart-Contract Invocations.
IEEE Trans. Software Eng., April, 2023

2022
A Comparative Measurement Study of Deep Learning as a Service Framework.
IEEE Trans. Serv. Comput., 2022

Detecting Layered Bottlenecks in Microservices.
Proceedings of the IEEE 15th International Conference on Cloud Computing, 2022

2021
Bitcoin Transaction Forecasting With Deep Network Representation Learning.
IEEE Trans. Emerg. Top. Comput., 2021

iBatch: Saving Ethereum Fees via Secure and Cost-Effective Batching of Smart-Contract Invocations.
CoRR, 2021

iBatch: saving Ethereum fees via secure and cost-effective batching of smart-contract invocations.
Proceedings of the ESEC/FSE '21: 29th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2021

Authenticated key-value stores with hardware enclaves.
Proceedings of the Middleware '21: Proceedings of the 22nd International Middleware Conference: Industrial Track, Virtual Event / Québec City, Canada, December 6, 2021

Introduction to the Minitrack on Decentralized Federated Learning: Applications, Solutions, and Challenges.
Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

DLB: Deep Learning Based Load Balancing.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

Knowledge & Learning-based Adaptable System for Sensitive Information Identification and Handling.
Proceedings of the 14th IEEE International Conference on Cloud Computing, 2021

2020
Secure Blockchain-Based Traffic Load Balancing Using Edge Computing and Reinforcement Learning.
Proceedings of the Blockchain Cybersecurity, Trust and Privacy, 2020

An Energy-Efficient SDN Controller Architecture for IoT Networks With Blockchain-Based Security.
IEEE Trans. Serv. Comput., 2020

Improving Collaborative Filtering with Social Influence over Heterogeneous Information Networks.
ACM Trans. Internet Techn., 2020

GraphMap: scalable iterative graph processing using NoSQL.
J. Supercomput., 2020

Sidechain technologies in blockchain networks: An examination and state-of-the-art review.
J. Netw. Comput. Appl., 2020

SST: Synchronized Spatial-Temporal Trajectory Similarity Search.
GeoInformatica, 2020

Blockchain smart contracts formalization: Approaches and challenges to address vulnerabilities.
Comput. Secur., 2020

StackVault: Protection from Untrusted Functions.
Proceedings of the Second IEEE International Conference on Trust, 2020

Hyperledger Fabric Performance Characterization and Optimization Using GoLevelDB Benchmark.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2020

Memory Abstraction and Optimization for Distributed Executors.
Proceedings of the 6th IEEE International Conference on Collaboration and Internet Computing, 2020

2019
Lightweight Indexing and Querying Services for Big Spatial Data.
IEEE Trans. Serv. Comput., 2019

一种基于领域信任及不信任的奇异值分解推荐算法 (Recommendation Algorithm with Field Trust and Distrust Based on SVD).
计算机科学, 2019

GRuB: Gas-Efficient Blockchain Storage via Workload-Adaptive Data Replication.
CoRR, 2019

DLB: Deep Learning Based Load Balancing.
CoRR, 2019

Demystifying Learning Rate Polices for High Accuracy Training of Deep Neural Networks.
CoRR, 2019

CLEAN: Frequent Pattern-Based Trajectory Spatial-Temporal Compression on Road Networks.
Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

An Efficient and Transparent Approach for Adaptive Intra-and Inter-Node Virtual Machine Communication in Virtualized Clouds.
Proceedings of the 25th IEEE International Conference on Parallel and Distributed Systems, 2019

A Social Recommendation Algorithm with Trust and Distrust Considering Domain Relevance.
Proceedings of the Neural Information Processing - 26th International Conference, 2019

Memory Disaggregation: Research Problems and Opportunities.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

Enhancing Collaborative Filtering with Multi-label Classification.
Proceedings of the Computational Data and Social Networks - 8th International Conference, 2019

GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure.
Proceedings of the 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI), 2019

BlockIPFS - Blockchain-Enabled Interplanetary File System for Forensic and Trusted Data Traceability.
Proceedings of the IEEE International Conference on Blockchain, 2019

Initial Public Offering (IPO) on Permissioned Blockchain Using Secure Multiparty Computation.
Proceedings of the IEEE International Conference on Blockchain, 2019

Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Dynamic Shared Memory Architecture, Systems, and Optimizations for High Performance and Secure Virtualized Cloud.
PhD thesis, 2018

Permissioned blockchain technologies for academic publishing.
Inf. Serv. Use, 2018

Efficient Shared Memory Orchestration towards Demand Driven Memory Slicing.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Benchmarking Deep Learning Frameworks: Design Considerations, Metrics and Beyond.
Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

LedgerGuard: Improving Blockchain Ledger Dependability.
Proceedings of the Blockchain - ICBC 2018, 2018

A Comparative Study of Containers and Virtual Machines in Big Data Environment.
Proceedings of the 11th IEEE International Conference on Cloud Computing, 2018

2017
MemFlex: A Shared Memory Swapper for High Performance VM Execution.
IEEE Trans. Computers, 2017

2016
Workload Adaptive Shared Memory Management for High Performance Network I/O in Virtualized Cloud.
IEEE Trans. Computers, 2016

Shared-Memory Optimizations for Inter-Virtual-Machine Communication.
ACM Comput. Surv., 2016

iBalloon: Efficient VM Memory Balancing as a Service.
Proceedings of the IEEE International Conference on Web Services, 2016

JVM Configuration Management and Its Performance Impact for Big Data Applications.
Proceedings of the 2016 IEEE International Congress on Big Data, San Francisco, CA, USA, June 27, 2016

ESI-Cloud: Extending Virtual Machine Introspection for Integrating Multiple Security Services.
Proceedings of the IEEE International Conference on Services Computing, 2016

Tenants Attested Trusted Cloud Service.
Proceedings of the 9th IEEE International Conference on Cloud Computing, 2016

2015
GraphTwist: Fast Iterative Graph Computation with Two-tier Optimizations.
Proc. VLDB Endow., 2015

Scaling iterative graph computations with GraphMap.
Proceedings of the International Conference for High Performance Computing, 2015

Clustering Service Networks with Entity, Attribute, and Link Heterogeneity.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Fast Iterative Graph Computation with Resource Aware Graph Parallel Abstractions.
Proceedings of the 24th International Symposium on High-Performance Parallel and Distributed Computing, 2015

Shared Memory Optimization in Virtualized Cloud.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

Policy-Driven Configuration Management for NoSQL.
Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014
e-PPI: Locator Service in Information Networks with Personalized Privacy Preservation.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

HConfig: Resource adaptive fast bulk loading in HBase.
Proceedings of the 10th IEEE International Conference on Collaborative Computing: Networking, 2014

Improving MapReduce Performance in a Heterogeneous Cloud: A Measurement Study.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

Improving Hadoop Service Provisioning in a Geographically Distributed Cloud.
Proceedings of the 2014 IEEE 7th International Conference on Cloud Computing, Anchorage, AK, USA, June 27, 2014

2013
A New Disk I/O Model of Virtualized Cloud Environment.
IEEE Trans. Parallel Distributed Syst., 2013

Residency Aware Inter-VM Communication in Virtualized Cloud: Performance Measurement and Analysis.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

Residency-Aware Virtual Machine Communication Optimization: Design Choices and Techniques.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

Efficient and Customizable Data Partitioning Framework for Distributed Big RDF Data Processing in the Cloud.
Proceedings of the 2013 IEEE Sixth International Conference on Cloud Computing, Santa Clara, CA, USA, June 28, 2013

2012
FIOS: a flexible virtualized I/O subsystem to alleviate interference among virtual machines.
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012


  Loading...