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08/13/2023
Untangling Carbon-free Energy Attribution and Carbon Intensity Estimation for Carbon-aware Computing
Many organizations, including governments, utilities, and businesses, ha...
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06/29/2023
The War of the Efficiencies: Understanding the Tension between Carbon and Energy Optimization
Major innovations in computing have been driven by scaling up computing ...
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06/27/2023
On the Promise and Pitfalls of Optimizing Embodied Carbon
To halt further climate change, computing, along with the rest of societ...
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06/10/2023
Quantifying the Benefits of Carbon-Aware Temporal and Spatial Workload Shifting in the Cloud
To mitigate climate change, there has been a recent focus on reducing co...
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05/04/2023
Understanding the Benefits of Hardware-Accelerated Communication in Model-Serving Applications
It is commonly assumed that the end-to-end networking performance of edg...
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05/01/2023
Jointly Managing Electrical and Thermal Energy in Solar- and Battery-powered Computer Systems
Environmentally-powered computer systems operate on renewable energy har...
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03/30/2023
The Online Pause and Resume Problem: Optimal Algorithms and An Application to Carbon-Aware Load Shifting
We introduce and study the online pause and resume problem. In this prob...
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02/17/2023
CarbonScaler: Leveraging Cloud Workload Elasticity for Optimizing Carbon-Efficiency
Cloud platforms are increasingly emphasizing sustainable operations in o...
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01/11/2023
Equitable Network-Aware Decarbonization of Residential Heating at City Scale
Residential heating, primarily powered by natural gas, accounts for a si...
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10/24/2022
SleepMore: Sleep Prediction at Scale via Multi-Device WiFi Sensing
The availability of commercial wearable trackers equipped with features ...
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10/10/2022
Ecovisor: A Virtual Energy System for Carbon-Efficient Applications
Cloud platforms' rapid growth is raising significant concerns about thei...
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06/30/2022
Sustainable Computing – Without the Hot Air
The demand for computing is continuing to grow exponentially. This growt...
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02/22/2022
FlowSense: Monitoring Airflow in Building Ventilation Systems Using Audio Sensing
Proper indoor ventilation through buildings' heating, ventilation, and a...
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01/18/2022
Model-driven Cluster Resource Management for AI Workloads in Edge Clouds
Since emerging edge applications such as Internet of Things (IoT) analyt...
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06/16/2021
Enabling Sustainable Clouds: The Case for Virtualizing the Energy System
Cloud platforms' growing energy demand and carbon emissions are raising ...
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04/29/2021
LaSS: Running Latency Sensitive Serverless Computations at the Edge
Serverless computing has emerged as a new paradigm for running short-liv...
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04/29/2021
The Hidden cost of the Edge: A Performance Comparison of Edge and Cloud Latencies
Edge computing has emerged as a popular paradigm for running latency-sen...
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04/20/2021
WiFiMod: Transformer-based Indoor Human Mobility Modeling using Passive Sensing
Modeling human mobility has a wide range of applications from urban plan...
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02/07/2021
WiSleep: Scalable Sleep Monitoring and Analytics Using Passive WiFi Sensing
Sleep deprivation is a public health concern that significantly impacts ...
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01/14/2021
Preserving Privacy in Personalized Models for Distributed Mobile Services
The ubiquity of mobile devices has led to the proliferation of mobile se...
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07/02/2020
WattScale: A Data-driven Approach for Energy Efficiency Analytics of Buildings at Scale
Buildings consume over 40 improving their energy efficiency can signific...
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05/31/2020
Cloud-scale VM Deflation for Running Interactive Applications On Transient Servers
Transient computing has become popular in public cloud environments for ...
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05/25/2020
No Reservations: A First Look at Amazon's Reserved Instance Marketplace
Cloud users can significantly reduce their cost (by up to 60%) by reserv...
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05/25/2020
Peak Forecasting for Battery-based Energy Optimizations in Campus Microgrids
Battery-based energy storage has emerged as an enabling technology for a...
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05/25/2020
Emission-aware Energy Storage Scheduling for a Greener Grid
Reducing our reliance on carbon-intensive energy sources is vital for re...
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05/25/2020
SunDown: Model-driven Per-Panel Solar Anomaly Detection for Residential Arrays
There has been significant growth in both utility-scale and residential-...
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05/25/2020
Analyzing the Impact of Covid-19 Control Policies on Campus Occupancy and Mobility via Passive WiFi Sensing
The outbreak of has resulted in many different policies being enacted a...
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05/25/2020
WiFiTrace: Network-based Contact Tracing for Infectious Diseases Using Passive WiFi Sensing
Contact tracing is a well-established and effective approach for contain...
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05/25/2020
WiFiTrace: Network-based Contact Tracing for Infectious DiseasesUsing Passive WiFi Sensing
Contact tracing is a well-established and effective approach for contain...
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05/15/2020
New Frontiers in IoT: Networking, Systems, Reliability, and Security Challenges
The field of IoT has blossomed and is positively influencing many applic...
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05/07/2020
Boosting Cloud Data Analytics using Multi-Objective Optimization
Data analytics in the cloud has become an integral part of enterprise bu...
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04/08/2020
Hedge Your Bets: Optimizing Long-term Cloud Costs by Mixing VM Purchasing Options
Cloud platforms offer the same VMs under many purchasing options that sp...
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04/02/2020
Efficient Online Classification and Tracking on Resource-constrained IoT Devices
Timely processing has been increasingly required on smart IoT devices, w...
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03/27/2020
AI on the Edge: Rethinking AI-based IoT Applications Using Specialized Edge Architectures
Edge computing has emerged as a popular paradigm for supporting mobile a...
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03/18/2020
