David Lo

16 papers A* 8B 1Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
The Importance of Generalizability in Machine Learning for Systems.
HPCA
Varun Gohil, Sundar Dev, Gaurang Upasani, David Lo, Parthasarathy Ranganathan, Christina Delimitrou
2024 J jnl
The Importance of Generalizability in Machine Learning for Systems.
IEEE Comput. Archit. Lett.
Varun Gohil, Sundar Dev, Gaurang Upasani, David Lo, Parthasarathy Ranganathan, Christina Delimitrou
2022 J jnl
Enabling Practical Cloud Performance Debugging with Unsupervised Learning.
ACM SIGOPS Oper. Syst. Rev.
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2022 J jnl
Practical and Scalable ML-Driven Cloud Performance Debugging With Sage.
IEEE Micro
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 J jnl
Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices.
CoRR
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 J jnl
Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices.
CoRR
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2021 A* conf
Sage: practical and scalable ML-driven performance debugging in microservices.
ASPLOS
Yu Gan, Mingyu Liang, Sundar Dev, David Lo, Christina Delimitrou
2020 A* conf
Autonomous Warehouse-Scale Computers.
DAC
Sundar Dev, David Lo, Liqun Cheng, Parthasarathy Ranganathan
2020 — conf
Leveraging application classes to save power in highly-utilized data centers.
SoCC
Kostis Kaffes, Dragos Sbirlea, Yiyan Lin, David Lo, Christos Kozyrakis
2020 A* conf
Thunderbolt: Throughput-Optimized, Quality-of-Service-Aware Power Capping at Scale.
OSDI
Shaohong Li, Xi Wang, Xiao Zhang, Vasileios Kontorinis, Sreekumar Kodakara, David Lo, Parthasarathy Ranganathan
2019 A* conf
Kelp: QoS for Accelerated Machine Learning Systems.
HPCA
Haishan Zhu, David Lo, Liqun Cheng, Rama K. Govindaraju, Parthasarathy Ranganathan, Mattan Erez
2016 J jnl
Improving Resource Efficiency at Scale with Heracles.
ACM Trans. Comput. Syst.
David Lo, Liqun Cheng, Rama K. Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis
2015 A* conf
Heracles: improving resource efficiency at scale.
ISCA
David Lo, Liqun Cheng, Rama K. Govindaraju, Parthasarathy Ranganathan, Christos Kozyrakis
2014 A* conf
Dynamic management of TurboMode in modern multi-core chips.
HPCA
David Lo, Christos Kozyrakis
2014 A* conf
Towards energy proportionality for large-scale latency-critical workloads.
ISCA
David Lo, Liqun Cheng, Rama Govindaraju, Luiz André Barroso, Christos Kozyrakis
2011 B conf
Dynamic Fine-Grain Scheduling of Pipeline Parallelism.
PACT
Daniel Sánchez, David Lo, Richard M. Yoo, Jeremy Sugerman, Christos Kozyrakis