Publications related to Cache (computing)

Babak Falsafi, Alexandros Daglis, Siddharth Gupta, Mark Johnathon Sutherland, Dionysios Pnevmatikatos

Large-scale online services are commonly structured as a network of software tiers, which communicate over the datacenter network using RPCs. Ongoing trends towards software decomposition have led to the prevalence of tiers receiving and generating RPCs wi ...

2020

Blade: An in-Cache Computing Architecture for Edge Devices

David Atienza Alonso, Marina Zapater Sancho, Alexandre Sébastien Julien Levisse, Marco Antonio Rios, William Andrew Simon, Yasir Mahmood Qureshi

Area and power constrained edge devices are increasingly utilized to perform compute intensive workloads, necessitating increasingly area and power efficient accelerators. In this context, in-SRAM computing performs hundreds of parallel operations on spati ...

2020

Fast and Accurate Efficient Streaming Subgraph Isomorphism

Karl Aberer, Quoc Viet Hung Nguyen, Chi Thang Duong, Trung-Dung Hoang

Queries to detect isomorphic subgraphs are important in graph-based data management. While the problem of subgraph isomorphism search has received considerable attention for the static setting of a single query, or a batch thereof, existing approaches do n ...

2020

SPARTA: A Divide and Conquer Approach to Address Translation for Accelerators

Babak Falsafi, Javier Picorel Obando, Abhishek Bhattacharjee

Virtual memory (VM) is critical to the usability and programmability of hardware accelerators. Unfortunately, implementing accelerator VM efficiently is challenging because the area and power constraints make it difficult to employ the large multi-level TL ...

2020

An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication

David Atienza Alonso, Marina Zapater Sancho, Alexandre Sébastien Julien Levisse, Marco Antonio Rios, William Andrew Simon

With the spread of cloud services and Internet of Things concept, there is a popularization of machine learning and artificial intelligence based analytics in our everyday life. However, an efficient deployment of these data-intensive services requires per ...

2019

Successive Refinement to Caching for Dynamic Content

Michael Christoph Gastpar, Pinar Sen

To reduce the network load during peak hours, servers deliver partial data to users during the off-peak time of the network before the actual requests are known, which is known as caching. This paper studies a single user caching problem in which the file ...

IEEE2019

Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks

Felix Schürmann, Michael Lee Hines

Modern asynchronous runtime systems allow the re-thinking of large-scale scientific applications. With the example of a simulator of morphologically detailed neural networks, we show how detaching from the commonly used bulk-synchronous parallel (BSP) exec ...

SPRINGER INTERNATIONAL PUBLISHING AG2019

Relaxed Wyner's Common Information

Michael Christoph Gastpar, Erixhen Sula

In the problem of coded caching for media delivery, two separate coding opportunities have been identified. The first opportunity is a multi-user advantage and crucially hinges on a public broadcast link in the delivery phase. This has been explored in a p ...

IEEE2019

Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms

David Atienza Alonso, Marina Zapater Sancho, William Andrew Simon, Yasir Mahmood Qureshi

The rapid expansion of online-based services requires novel energy and performance efficient architectures to meet power and latency constraints. Fast architectural exploration has become a key enabler in the proposal of architectural innovation. In this p ...

IEEE2019

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Cache (computing)

The NEBULA RPC-Optimized Architecture

Blade: An in-Cache Computing Architecture for Edge Devices

Fast and Accurate Efficient Streaming Subgraph Isomorphism

SPARTA: A Divide and Conquer Approach to Address Translation for Accelerators

Energy- and Cost-Efficient VLSI DSP Systems Design with Approximate Computing

An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication

Successive Refinement to Caching for Dynamic Content

Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks

Relaxed Wyner's Common Information

Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms

Graph Chatbot

Chat with Graph Search

Energy- and Cost-Efficient VLSI DSP Systems Design with Approximate Computing

Successive Refinement to Caching for Dynamic Content

Fully-Asynchronous Cache-Efficient Simulation of Detailed Neural Networks

An Associativity-Agnostic in-Cache Computing Architecture Optimized for Multiplication

Blade: An in-Cache Computing Architecture for Edge Devices

SPARTA: A Divide and Conquer Approach to Address Translation for Accelerators

Relaxed Wyner's Common Information

Gem5-X: A Gem5-Based System Level Simulation Framework to Optimize Many-Core Platforms

The NEBULA RPC-Optimized Architecture

Fast and Accurate Efficient Streaming Subgraph Isomorphism