89 citations · 104 across the 10 of their papers we have counts for
14 papers
Revamping Storage Class Memory With Hardware Automated Memory-Over-Storage Solution
Jie Zhang, Miryeong Kwon, Donghyun Gouk +4
Large persistent memories such as NVDIMM have been perceived as a disruptive memory technology, because they can maintain the state of a system even after a power failure and allow…
Fifer: Tackling Underutilization in the Serverless Era
Jashwant Raj Gunasekaran, Prashanth Thinakaran, Nachiappan Chidambaram +2
Datacenters are witnessing a rapid surge in the adoption of serverless functions for microservices-based applications. A vast majority of these microservices typically span less th…
Towards Designing a Self-Managed Machine Learning Inference Serving System inPublic Cloud
Jashwant Raj Gunasekaran, Prashanth Thinakaran, Cyan Subhra Mishra +2
We are witnessing an increasing trend towardsusing Machine Learning (ML) based prediction systems, span-ning across different application domains, including productrecommendation s…
Multiverse: Dynamic VM Provisioning for Virtualized High Performance Computing Clusters
Jashwant Raj Gunasekaran, Michael Cui, Prashanth Thinakaran +3
Traditionally, HPC workloads have been deployed in bare-metal clusters; but the advances in virtualization have led the pathway for these workloads to be deployed in virtualized cl…
FastDrain: Removing Page Victimization Overheads in NVMe Storage Stack
Jie Zhang, Miryeong Kwon, Sanghyun Han +3
Host-side page victimizations can easily overflow the SSD internal buffer, which interferes I/O services of diverse user applications thereby degrading user-level experiences. To a…
AMOEBA: A Coarse Grained Reconfigurable Architecture for Dynamic GPU Scaling
Xianwei Cheng, Hui Zhao, Mahmut Kandemir +2
Different GPU applications exhibit varying scalability patterns with network-on-chip (NoC), coalescing, memory and control divergence, and L1 cache behavior. A GPU consists of seve…