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08/05/2023
Towards Fast, Adaptive, and Hardware-Assisted User-Space Scheduling
Modern datacenter applications are prone to high tail latencies since th...
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12/28/2022
QoS-Aware Resource Management for Multi-phase Serverless Workflows with Aquatope
Multi-stage serverless applications, i.e., workflows with many computati...
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12/28/2022
End-to-End Application Cloning for Distributed Cloud Microservices with Ditto
We present Ditto, an automated framework for cloning end-to-end cloud ap...
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12/16/2022
Mystique: Accurate and Scalable Production AI Benchmarks Generation
Building and maintaining large AI fleets to efficiently support the fast...
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12/29/2021
A Hardware-Software Stack for Serverless Edge Swarms
Swarms of autonomous devices are increasing in ubiquity and size, making...
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12/12/2021
Sage: Leveraging ML to Diagnose Unpredictable Performance in Cloud Microservices
Cloud applications are increasingly shifting from large monolithic servi...
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12/12/2021
Sinan: Data Driven Resource Management for Cloud Microservices
Cloud applications are increasingly shifting to interactive and loosely-...
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06/02/2021
Dagger: Accelerating RPCs in Cloud Microservices Through Tightly-Coupled Reconfigurable NICs
The ongoing shift of cloud services from monolithic designs to microserv...
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05/27/2021
Sinan: Data-Driven, QoS-Aware Cluster Management for Microservices
Cloud applications are increasingly shifting from large monolithic servi...
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01/01/2021
Sage: Using Unsupervised Learning for Scalable Performance Debugging in Microservices
Cloud applications are increasingly shifting from large monolithic servi...
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08/01/2020
CuttleSys: Data-Driven Resource Management forInteractive Applications on Reconfigurable Multicores
Multi-tenancy for latency-critical applications leads to re-source inter...
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07/16/2020
Dagger: Towards Efficient RPCs in Cloud Microservices with Near-Memory Reconfigurable NICs
Cloud applications are increasingly relying on hundreds of loosely-coupl...
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02/04/2020
HiveMind: A Scalable and Serverless Coordination Control Platform for UAV Swarms
Swarms of autonomous devices are increasing in ubiquity and size. There ...
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01/01/2020
Ripple: A Practical Declarative Programming Framework for Serverless Compute
Serverless computing has emerged as a promising alternative to infrastru...
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11/05/2019
uqSim: Scalable and Validated Simulation of Cloud Microservices
Current cloud services are moving away from monolithic designs and towar...
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05/27/2019
An Open-Source Benchmark Suite for Cloud and IoT Microservices
Cloud services have recently started undergoing a major shift from monol...
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05/02/2019
Leveraging Deep Learning to Improve the Performance Predictability of Cloud Microservices
Performance unpredictability is a major roadblock towards cloud adoption...
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05/25/2018
The Architectural Implications of Microservices in the Cloud
Cloud services have recently undergone a shift from monolithic applicati...
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05/04/2018
To Centralize or Not to Centralize: A Tale of Swarm Coordination
Large swarms of autonomous devices are increasing in size and importance...
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04/24/2018
Seer: Leveraging Big Data to Navigate the Increasing Complexity of Cloud Debugging
Performance unpredictability in cloud services leads to poor user experi...
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04/17/2018
Mage: Online Interference-Aware Scheduling in Multi-Scale Heterogeneous Systems
Heterogeneity has grown in popularity both at the core and server level ...
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04/12/2018