Christina Delimitrou

Parthasarathy Ranganathan

Michael Marty

IEEE Micro, 2024

Analytically-Driven Resource Management for Cloud-Native Microservices.

[BibT_eX]

[DOI]

CoRR, 2024

The Importance of Generalizability in Machine Learning for Systems.

[BibT_eX]

[DOI]

Anagha Belavadi Subramanya

IEEE Comput. Archit. Lett., 2024

Sabre: Hardware-Accelerated Snapshot Compression for Serverless MicroVMs.

[BibT_eX]

[DOI]

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

Ursa: Lightweight Resource Management for Cloud-Native Microservices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

LibPreemptible: Enabling Fast, Adaptive, and Hardware-Assisted User-Space Scheduling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2024

The Sunk Carbon Fallacy: Rethinking Carbon Footprint Metrics for Effective Carbon-Aware Scheduling.

[BibT_eX]

[DOI]

Noman Bashir

Varun Gohil

Proceedings of the 2024 ACM Symposium on Cloud Computing, 2024

Characterizing a Memory Allocator at Warehouse Scale.

[BibT_eX]

[DOI]

Parthasarathy Ranganathan

Proceedings of the 29th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2024

2023

Towards Fast, Adaptive, and Hardware-Assisted User-Space Scheduling.

[BibT_eX]

[DOI]

CoRR, 2023

Mystique: Accurate and Scalable Production AI Benchmarks Generation.

[BibT_eX]

[DOI]

CoRR, 2023

Resilient Baseband Processing in Virtualized RANs with Slingshot.

[BibT_eX]

[DOI]

Proceedings of the ACM SIGCOMM 2023 Conference, 2023

Mystique: Enabling Accurate and Scalable Generation of Production AI Benchmarks.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual International Symposium on Computer Architecture, 2023

Mitigating Metastable Failures in Distributed Systems with Offline Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023

AQUATOPE: QoS-and-Uncertainty-Aware Resource Management for Multi-stage Serverless Workflows.

[BibT_eX]

[DOI]

Zhuangzhuang Zhou

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

Ditto: End-to-End Application Cloning for Networked Cloud Services.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Enabling Practical Cloud Performance Debugging with Unsupervised Learning.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2022

Practical and Scalable ML-Driven Cloud Performance Debugging With Sage.

[BibT_eX]

[DOI]

IEEE Micro, 2022

QoS-Aware Resource Management for Multi-phase Serverless Workflows with Aquatope.

[BibT_eX]

[DOI]

Zhuangzhuang Zhou

CoRR, 2022

End-to-End Application Cloning for Distributed Cloud Microservices with Ditto.

[BibT_eX]

[DOI]

CoRR, 2022

HiveMind: a hardware-software system stack for serverless edge swarms.

[BibT_eX]

[DOI]

Proceedings of the ISCA '22: The 49th Annual International Symposium on Computer Architecture, New York, New York, USA, June 18, 2022

PIMCloud: QoS-Aware Resource Management of Latency-Critical Applications in Clouds with Processing-in-Memory.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

ReTail: Opting for Learning Simplicity to Enable QoS-Aware Power Management in the Cloud.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2022

2021

CacheInspector: Reverse Engineering Cache Resources in Public Clouds.

[BibT_eX]

[DOI]

ACM Trans. Archit. Code Optim., 2021

A Hardware-Software Stack for Serverless Edge Swarms.

[BibT_eX]

[DOI]

CoRR, 2021

Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices.

[BibT_eX]

[DOI]

CoRR, 2021

Sinan: Data Driven Resource Management for Cloud Microservices.

[BibT_eX]

[DOI]

CoRR, 2021

Dagger: Accelerating RPCs in Cloud Microservices Through Tightly-Coupled Reconfigurable NICs.

[BibT_eX]

[DOI]

CoRR, 2021

Sinan: Data-Driven, QoS-Aware Cluster Management for Microservices.

[BibT_eX]

[DOI]

CoRR, 2021

Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices.

[BibT_eX]

[DOI]

CoRR, 2021

Faster and Cheaper Serverless Computing on Harvested Resources.

[BibT_eX]

[DOI]

Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021

Leveraging ML to handle the increasing complexity of the cloud.

[BibT_eX]

[DOI]

Proceedings of the CF '21: Computing Frontiers Conference, 2021

Sinan: ML-based and QoS-aware resource management for cloud microservices.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

Dagger: efficient and fast RPCs in cloud microservices with near-memory reconfigurable NICs.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

Sage: practical and scalable ML-driven performance debugging in microservices.

[BibT_eX]

[DOI]

Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021

2020

Unveiling the Hardware and Software Implications of Microservices in Cloud and Edge Systems.

[BibT_eX]

[DOI]

IEEE Micro, 2020

CuttleSys: Data-Driven Resource Management forInteractive Applications on Reconfigurable Multicores.

[BibT_eX]

[DOI]

Gonzalo Gonzalez-Pumariega

Amulya Khurana

Christine A. Shoemaker

David H. Albonesi

CoRR, 2020

HiveMind: A Scalable and Serverless Coordination Control Platform for UAV Swarms.

[BibT_eX]

[DOI]

CoRR, 2020

Ripple: A Practical Declarative Programming Framework for Serverless Compute.

[BibT_eX]

[DOI]

CoRR, 2020

Dagger: Towards Efficient RPCs in Cloud Microservices With Near-Memory Reconfigurable NICs.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2020

CuttleSys: Data-Driven Resource Management for Interactive Services on Reconfigurable Multicores.

[BibT_eX]

[DOI]

Gonzalo Gonzalez-Pumariega

Amulya Khurana

Christine A. Shoemaker

David H. Albonesi

Proceedings of the 53rd Annual IEEE/ACM International Symposium on Microarchitecture, 2020

2019

Leveraging Deep Learning to Improve Performance Predictability in Cloud Microservices with Seer.

[BibT_eX]

[DOI]

ACM SIGOPS Oper. Syst. Rev., 2019

uqSim: Scalable and Validated Simulation of Cloud Microservices.

[BibT_eX]

[DOI]

CoRR, 2019

An Open-Source Benchmark Suite for Cloud and IoT Microservices.

[BibT_eX]

[DOI]

CoRR, 2019

Leveraging Deep Learning to Improve the Performance Predictability of Cloud Microservices.

[BibT_eX]

[DOI]

CoRR, 2019

µqSim: Enabling Accurate and Scalable Simulation for Interactive Microservices.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2019

Pliant: Leveraging Approximation to Improve Datacenter Resource Efficiency.

[BibT_eX]

[DOI]

Feng Qi

Proceedings of the 25th IEEE International Symposium on High Performance Computer Architecture, 2019

X-Containers: Breaking Down Barriers to Improve Performance and Isolation of Cloud-Native Containers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

Seer: Leveraging Big Data to Navigate the Complexity of Performance Debugging in Cloud Microservices.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

An Open-Source Benchmark Suite for Microservices and Their Hardware-Software Implications for Cloud & Edge Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

PARTIES: QoS-Aware Resource Partitioning for Multiple Interactive Services.

[BibT_eX]

[DOI]

Shuang Chen

José F. Martínez

Proceedings of the Twenty-Fourth International Conference on Architectural Support for Programming Languages and Operating Systems, 2019

2018

Uncovering the Security Implications of Cloud Multi-Tenancy with Bolt.

[BibT_eX]

[DOI]

IEEE Micro, 2018

The Architectural Implications of Microservices in the Cloud.

[BibT_eX]

[DOI]

CoRR, 2018

To Centralize or Not to Centralize: A Tale of Swarm Coordination.

[BibT_eX]

[DOI]

CoRR, 2018

Mage: Online Interference-Aware Scheduling in Multi-Scale Heterogeneous Systems.

[BibT_eX]

[DOI]

Francisco Romero

CoRR, 2018

Leveraging Approximation to Improve Datacenter Resource Efficiency.

[BibT_eX]

[DOI]

Feng Qi

IEEE Comput. Archit. Lett., 2018

The Architectural Implications of Cloud Microservices.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2018

Amdahl's law for tail latency.

[BibT_eX]

[DOI]

Commun. ACM, 2018

Seer: Leveraging Big Data to Navigate the Increasing Complexity of Cloud Debugging.

[BibT_eX]

[DOI]

Proceedings of the 10th USENIX Workshop on Hot Topics in Cloud Computing, 2018

Mage: online and interference-aware scheduling for multi-scale heterogeneous systems.

[BibT_eX]

[DOI]

Francisco Romero

Proceedings of the 27th International Conference on Parallel Architectures and Compilation Techniques, 2018

2017

DRAF: A Low-Power DRAM-Based Reconfigurable Acceleration Fabric.

[BibT_eX]

[DOI]

IEEE Micro, 2017

Workload characterization of interactive cloud services on big and small server platforms.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Workload Characterization, 2017

Bolt: I Know What You Did Last Summer... In The Cloud.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Security Implications of Data Mining in Cloud Scheduling.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2016

Automatic Generation of Efficient Accelerators for Reconfigurable Hardware.

[BibT_eX]

[DOI]

Proceedings of the 43rd ACM/IEEE Annual International Symposium on Computer Architecture, 2016

HCloud: Resource-Efficient Provisioning in Shared Cloud Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-First International Conference on Architectural Support for Programming Languages and Operating Systems, 2016

2015

Tarcil: reconciling scheduling speed and quality in large shared clusters.

[BibT_eX]

[DOI]

Daniel Sánchez

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014

Quality-of-Service-Aware Scheduling in Heterogeneous Data centers with Paragon.

[BibT_eX]

[DOI]

IEEE Micro, 2014

Quasar: resource-efficient and QoS-aware cluster management.

[BibT_eX]

[DOI]

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2014

2013

QoS-Aware scheduling in heterogeneous datacenters with paragon.

[BibT_eX]

[DOI]

ACM Trans. Comput. Syst., 2013

The Netflix Challenge: Datacenter Edition.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2013

iBench: Quantifying interference for datacenter applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Workload Characterization, 2013

QoS-Aware Admission Control in Heterogeneous Datacenters.

[BibT_eX]

[DOI]

Nick Bambos

Proceedings of the 10th International Conference on Autonomic Computing, 2013

Paragon: QoS-aware scheduling for heterogeneous datacenters.

[BibT_eX]

[DOI]

Proceedings of the Architectural Support for Programming Languages and Operating Systems, 2013

2012

Decoupling Datacenter Storage Studies from Access to Large-Scale Applications.

[BibT_eX]

[DOI]

IEEE Comput. Archit. Lett., 2012

ECHO: Recreating network traffic maps for datacenters with tens of thousands of servers.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Symposium on Workload Characterization, 2012

2011

Time and Cost-Efficient Modeling and Generation of Large-Scale TPCC/TPCE/TPCH Workloads.

[BibT_eX]

[DOI]

Sriram Sankar

Badriddine M. Khessib

Kushagra Vaid

Proceedings of the Topics in Performance Evaluation, Measurement and Characterization, 2011

Storage I/O generation and replay for datacenter applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2011

Decoupling datacenter studies from access to large-scale applications: A modeling approach for storage workloads.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Workload Characterization, 2011

Cross-Examination of Datacenter Workload Modeling Techniques.

[BibT_eX]

[DOI]