Sotabase

Career

· Graduate Student, Harvard University2016–
· Master of Science - MS, Computer Science, Harvard University2016–2022
· Intern, AMD2015–2015
· Intern, AMD2014–2014
· Intern, AMD2013–2013
· CenSSIS GPU Research Assistant, Northeastern University2012–2012
· Dual Bachelor of Science, Electrical and Computer Engineering, Northeastern University2011–2016

Publications (11)

RecSSD: near data processing for solid state drive based recommendation inference
International Conference on Architectural Support for Programming Languages and Operating Systems · 2021
127
cited
Calculating Architectural Vulnerability Factors for Spatial Multi-Bit Transient Faults
Micro · 2014
49
cited
Cross-Stack Workload Characterization of Deep Recommendation Systems
IEEE International Symposium on Workload Characterization · 2020
38
cited
RecPipe: Co-designing Models and Hardware to Jointly Optimize Recommendation Quality and Performance
Micro · 2021
33
cited
Architectural Vulnerability Modeling and Analysis of Integrated Graphics Processors
2013
24
cited
SmartNIC Security Isolation in the Cloud with S-NIC
European Conference on Computer Systems · 2024
22
cited
A Research Retrospective on AMD's Exascale Computing Journey
International Symposium on Computer Architecture · 2023
11
cited
Evaluating the Resilience of Parallel Applications
IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems · 2018
4
cited
Examining the Impact of ACE interference on Multi-Bit AVF Estimates
2015
3
cited
HyperFork: Improving Serverless Latency Through Virtual Machine Flash-Cloning
2019
RecSSD: Near Data Processing for Solid State Drive Based Recommendation Inference Extended Abstract
2020
Sotabase
Mark Wilkening | Researcher Profile | Sotabase | Sotabase