Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

  1. MLSys
    Hippocampus: An Efficient and Scalable Memory Module for Agentic AI
    Yi Li, Lianjie Cao, Faraz Ahmed, and 2 more authors
    In Proceedings of the 9th Machine Learning and Systems (MLSys) 2026
  1. CoNEXT
    Maestro: QoE-Aware Dynamic Resource Allocation in Wi-Fi Networks
    Umakant Kulkarni, Khaled Diab, Lianjie Cao, and 4 more authors
    Proceedings The 21st International Conference on emerging Networking EXperiments and Technologies (CoNEXT) 2025
  2. SYSTOR
    Can Hardware Outsmart Software in Tiered Memory Management? A CMM-H Case Study
    Zhen Lin, Yujie Yang, Lingfeng Xiang, and 5 more authors
    In Proceedings of the 18th ACM International Systems and Storage Conference (SYSTOR) 2025
  1. ATC
    Conspirator: SmartNIC-Aided Control Plane for Distributed ML Workloads
    Yunming Xiao, Diman Zad Tootaghaj, Aditya Dhakal, and 3 more authors
    In Proceedings of the 2024 USENIX Annual Technical Conference (ATC) 2024
  2. NOMS
    Accelerating Containerized Machine Learning Workloads
    Ali Tariq, Lianjie Cao, Faraz Ahmed, and 2 more authors
    In Proceedings of the 2024 IEEE/IFIP Network Operations and Management Symposium (NOMS) 2024
  3. TMLCN
    NeIL: Intelligent Replica Selection for Distributed Applications
    Faraz Ahmed, Lianjie Cao, Ayush Goel, and 1 more author
    IEEE Transactions on Machine Learning in Communications and Networking (TMLCN) 2024
  4. FedNIC: Enhancing Privacy-Preserving Federated Learning via Homomorphic Encryption Offload on SmartNIC
    Sean Choi, Disha Patel, Diman Zad Tootaghaj, and 3 more authors
    Frontiers in Computer Science 2024
  1. Persistent Memory-Aware Scheduling for Serverless Workloads
    Amit Samanta, Faraz Ahmed, Lianjie Cao, and 2 more authors
    In 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) 2023
  2. HotStorage
    When Caching Systems Meet Emerging Storage Devices: A Case Study
    Zhen Lin, Lianjie Cao, Faraz Ahmed, and 2 more authors
    In Proceedings of the 15th ACM Workshop on Hot Topics in Storage and File Systems (HotStorage) 2023
  3. EMS
    Understanding the Impact of Wi-Fi Configuration on Volumetric Video Streaming Applications
    Umakant Kulkarni, Khaled Diab, Shivang Aggarwal, and 4 more authors
    In Proceedings of the 2023 Workshop on Emerging Multimedia Systems (EMS) 2023
  1. MLSys
    SLA-Driven ML Inference Framework for Clouds with Heterogeneous Accelerators
    Junguk Cho, Diman Zad Tootaghaj, Lianjie Cao, and 1 more author
    In Proceedings of the 5th Machine Learning and Systems (MLSys) 2022
  2. TNSM
    Metered Boot: Trusted Framework for Application Usage Rights Management in Virtualized Ecosystems
    Arun Raghuramu, Lianjie Cao, Puneet Sharma, and 5 more authors
    IEEE Transactions on Network and Service Management (TNSM) 2022
  1. AI-driven Provisioning in the 5G Core
    Amit Sheoran, Sonia Fahmy, Lianjie Cao, and 1 more author
    IEEE Internet Computing 2021
  2. CoNEXT
    Co-locating Containerized Workload Using Service Mesh Telemetry
    Lianjie Cao, and Puneet Sharma
    In Proceedings of ACM International Conference on Emerging Networking EXperiments and Technologies (CoNEXT) 2021
  3. EdgeSys
    eCaaS: A Management Framework of Edge Container as a Service for Business Workload
    Lianjie Cao, Anu Merican, Diman Zad Tootaghaj, and 3 more authors
    In Proceedings of ACM International Workshop on Edge Systems, Analytics and Networking (EdgeSys) 2021
  1. NOMS
    Data-driven Resource Allocation in Virtualized Environments
    Lianjie Cao, Sonia Fahmy, and Puneet Sharma
    In IFIP/IEEE Symposium on Integrated Network and Service Management (IM) 2019
  1. ANCS
    Data-driven Resource Flexing for Network Functions Virtualization
    Lianjie Cao, Sonia Fahmy, Puneet Sharma, and 1 more author
    In Proceedings of ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS) 2018
  1. HotCloud
    ENVI: Elastic Resource Flexing for Network Function Virtualization
    Lianjie Cao, Puneet Sharma, Sonia Fahmy, and 1 more author
    In Proceedings of USENIX Workshop on Hot Topics in Cloud Computing (HotCloud) 2017
  2. ICCCN
    Towards High Fidelity Network Emulation
    Lianjie Cao, Xiangyu Bu, Sonia Fahmy, and 1 more author
    In Proceedings of IEEE International Conference on Computer Communication and Networks (ICCCN) 2017
  1. NFV-SDN
    An Empirical Case for Container-driven Fine-grained VNF Resource FlexingBest Paper Runner-Up
    Amit Sheoran, Xiangyu Bu, Lianjie Cao, and 2 more authors
    In Proceedings of IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) 2016
  1. NFV-SDN
    NFV-VITAL: A Framework for Characterizing the Performance of Virtual Network FunctionsBest Paper Award
    Lianjie Cao, Puneet Sharma, Sonia Fahmy, and 1 more author
    In Proceedings of IEEE Conference on Network Function Virtualization and Software Defined Network (NFV-SDN) 2015