Sotabase

Career

· Associate Professor, Massachusetts Institute of Technology2022–
· Assistant Professor, Massachusetts Institute of Technology (MIT)2022–
· Assistant Professor, Cornell University2016–
· Postdoctoral Researcher, Stanford University2015–
· Postdoctoral Fellow and Graduate Research Assistant, Stanford University2009–
· Research Assistant, Stanford University2009–

Publications (91)

Quasar: resource-efficient and QoS-aware cluster management
International Conference on Architectural Support for Programming Languages and Operating Systems · 2014
1,089
cited
Paragon: QoS-aware scheduling for heterogeneous datacenters
International Conference on Architectural Support for Programming Languages and Operating Systems · 2013
836
cited
An Open-Source Benchmark Suite for Microservices and Their Hardware-Software Implications for Cloud & Edge Systems
International Conference on Architectural Support for Programming Languages and Operating Systems · 2019
745
cited
PARTIES: QoS-Aware Resource Partitioning for Multiple Interactive Services
International Conference on Architectural Support for Programming Languages and Operating Systems · 2019
313
cited
Seer: Leveraging Big Data to Navigate the Complexity of Performance Debugging in Cloud Microservices
International Conference on Architectural Support for Programming Languages and Operating Systems · 2019
304
cited
Sinan: ML-based and QoS-aware resource management for cloud microservices
International Conference on Architectural Support for Programming Languages and Operating Systems · 2021
225
cited
Tarcil: reconciling scheduling speed and quality in large shared clusters
ACM Symposium on Cloud Computing · 2015
199
cited
Sage: Practical & Scalable ML-Driven Performance Debugging in Microservices
2020
190
cited
Faster and Cheaper Serverless Computing on Harvested Resources
Symposium on Operating Systems Principles · 2021
185
cited
QoS-Aware scheduling in heterogeneous datacenters with paragon
TOCS · 2013
161
cited
HCloud: Resource-Efficient Provisioning in Shared Cloud Systems
International Conference on Architectural Support for Programming Languages and Operating Systems · 2016
134
cited
iBench: Quantifying interference for datacenter applications
IEEE International Symposium on Workload Characterization · 2013
125
cited
The Architectural Implications of Cloud Microservices
IEEE computer architecture letters · 2018
121
cited
Automatic Generation of Efficient Accelerators for Reconfigurable Hardware
International Symposium on Computer Architecture · 2016
106
cited
X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native Containers
International Conference on Architectural Support for Programming Languages and Operating Systems · 2019
101
cited
AQUATOPE: QoS-and-Uncertainty-Aware Resource Management for Multi-stage Serverless Workflows
International Conference on Architectural Support for Programming Languages and Operating Systems · 2022
80
cited
Bolt: I Know What You Did Last Summer... In The Cloud
International Conference on Architectural Support for Programming Languages and Operating Systems · 2017
79
cited
Amdahl's law for tail latency
Communications of the ACM · 2018
69
cited
Dagger: efficient and fast RPCs in cloud microservices with near-memory reconfigurable NICs
International Conference on Architectural Support for Programming Languages and Operating Systems · 2021
67
cited
ECHO: Recreating network traffic maps for datacenters with tens of thousands of servers
IEEE International Symposium on Workload Characterization · 2012
51
cited
Sotabase