PCIe (Peripheral Component Interconnect express) protocol is the de facto protocol to
bridge CPU and peripheral devices like GPU, NIC, and SSD drive. There is an increasing …

As computer architectures become increasingly complex and heterogeneous, it becomes
progressively more difficult to write applications that make good use of hardware resources …

Modern deep neural network (DNN) training uses a complex software/hardware stack used
by machine learning (ML) practitioners are often heterogeneous. The efficacy of software …

We design and implement LRP, a device-based, standard-compliant solution to latency
reduction in mobile networks. LRP takes a data-driven approach. It works with a variety of …

A fundamental part of developing software is to understand what the application spends time
on. This is typically determined using a performance profiler which essentially captures how …

DNNs are ubiquitous on edge devices nowadays. With its increasing importance and use
cases, it's not likely to pack all DNNs into device memory and expect that each inference has …

This paper presents a preliminary study on the energy consumption of two popular web
browsers. In order to properly measure the energy consumption of both environments, we …

In web analytics, cloud-based solutions have limitations in data ownership and privacy,
whereas client-side user tracking tools face challenges such as data accuracy and a lack of …

In recent years, mobile devices have witnessed an exceptional surge in web browsing,
emerging as the primary information source. Developers, however, struggle to cater to every …

This paper presents an empirical study regarding the energy consumption of the most used
web browsers on the Android ecosystem. In order to properly compare the web browsers in …