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Analytic queries enable sophisticated large-scale data analysis within many commercial, scientific and medical domains today. Data skew is a ubiquitous feature of these real-world domains. In a retail database, some products are typically…

数据库 · 计算机科学 2020-07-03 Wangda Zhang , Kenneth A. Ross

We consider a generalization of the standard cache problem called file-bundle caching, where different queries (tasks), each containing $l\ge 1$ files, sequentially arrive. An online algorithm that does not know the sequence of queries…

数据结构与算法 · 计算机科学 2020-11-09 Tiancheng Qin , S. Rasoul Etesami

Software caches are an intrinsic component of almost every computer system. Consequently, caching algorithms, particularly eviction policies, are the topic of many papers. Almost all these prior papers evaluate the caching algorithm based…

性能 · 计算机科学 2024-11-19 Ziyue Qiu , Juncheng Yang , Mor Harchol-Balter

Accurate simulation techniques are indispensable to efficiently propose new memory or architectural organizations. As implementing new hardware concepts in real systems is often not feasible, cycle-accurate simulators employed together with…

硬件体系结构 · 计算机科学 2024-02-02 Nicolas Bueno , Fernando Castro , Luis Pinuel , Jose Ignacio Gomez-Perez , Francky Catthoor

Memory caches are being aggressively used in today's data-parallel frameworks such as Spark, Tez and Storm. By caching input and intermediate data in memory, compute tasks can witness speedup by orders of magnitude. To maximize the chance…

分布式、并行与集群计算 · 计算机科学 2017-08-29 Yinghao Yu , Wei Wang , Jun Zhang , Khaled B. Letaief

Small basestations (SBs) equipped with caching units have potential to handle the unprecedented demand growth in heterogeneous networks. Through low-rate, backhaul connections with the backbone, SBs can prefetch popular files during…

网络与互联网体系结构 · 计算机科学 2018-03-14 Alireza Sadeghi , Fatemeh Sheikholeslami , Georgios B. Giannakis

Caching is frequently used by Internet Service Providers as a viable technique to reduce the latency perceived by end users, while jointly offloading network traffic. While the cache hit-ratio is generally considered in the literature as…

网络与互联网体系结构 · 计算机科学 2014-08-27 Andrea Araldo , Michele Mangili , Fabio Martignon , Dario Rossi

We consider a content-caching system thatis shared by a number of proxies. The cache could belocated in an edge-cloud datacenter and the proxies couldeach serve a large population of mobile end-users. Eachproxy operates its own LRU-list of…

Pushing popular content to cheap "helper" nodes (e.g., small cells) during off-peak hours has recently been proposed to cope with the increase in mobile data traffic. User requests can be served locally from these helper nodes, if the…

网络与互联网体系结构 · 计算机科学 2017-02-17 Pavlos Sermpezis , Thrasyvoulos Spyropoulos , Luigi Vigneri , Theodoros Giannakas

The Named Data Networking (NDN) and Content-Centric Networking (CCN) architectures advocate Interest aggregation as a means to reduce end-to-end latency and bandwidth consumption. To enable these benefits, Interest aggregation must be…

网络与互联网体系结构 · 计算机科学 2016-03-28 Ali Dabirmoghaddam , Mostafa Dehghan , J. J. Garcia-Luna-Aceves

Randomizing the mapping of addresses to cache entries has proven to be an effective technique for hardening caches against contention-based attacks like Prime+Prome. While attacks and defenses are still evolving, it is clear that randomized…

密码学与安全 · 计算机科学 2023-12-12 Moritz Peters , Nicolas Gaudin , Jan Philipp Thoma , Vianney Lapôtre , Pascal Cotret , Guy Gogniat , Tim Güneysu

The static analysis of cache accesses consists in correctly predicting which accesses are hits or misses. While there exist good exact and approximate analyses for caches implementing the least recently used (LRU) replacement policy, such…

硬件体系结构 · 计算机科学 2022-02-01 David Monniaux

Concerns regarding the scalability of the inter-domain routing have encouraged researchers to start elaborating a more robust Internet architecture. While consensus on the exact form of the solution is yet to be found, the need for a…

网络与互联网体系结构 · 计算机科学 2013-12-09 Florin Coras , Jordi Domingo-Pascual , Darrel Lewis , Albert Cabellos-Aparicio

Mobile edge caching enables content delivery directly within the radio access network, which effectively alleviates the backhaul burden and reduces round-trip latency. To fully exploit the edge resources, the most popular contents should be…

网络与互联网体系结构 · 计算机科学 2017-09-19 Peng Yang , Ning Zhang , Shan Zhang , Li Yu , Junshan Zhang , Xuemin Shen

For providing quick and accurate results, a search engine maintains a local snapshot of the entire web. And, to keep this local cache fresh, it employs a crawler for tracking changes across various web pages. However, finite bandwidth…

信息检索 · 计算机科学 2020-04-07 Konstantin Avrachenkov , Kishor Patil , Gugan Thoppe

A search engine maintains local copies of different web pages to provide quick search results. This local cache is kept up-to-date by a web crawler that frequently visits these different pages to track changes in them. Ideally, the local…

信息检索 · 计算机科学 2021-11-08 Konstantin Avrachenkov , Kishor Patil , Gugan Thoppe

With the tremendous growth of data traffic over wired and wireless networks along with the increasing number of rich-media applications, caching is envisioned to play a critical role in next-generation networks. To intelligently prefetch…

信息论 · 计算机科学 2020-05-20 Alireza Sadeghi , Georgios B. Giannakis , Gang Wang , Fatemeh Sheikholeslami

Current works on Information Centric Networking assume the spectrum of caching strategies under the Least Recently/ Frequently Used (LRFU) scheme as the de-facto standard, due to the ease of implementation and easier analysis of such…

社会与信息网络 · 计算机科学 2014-07-07 Amandianeze O Nwana , Salman Avestimehr , Tsuhan Chen

In this paper we have proposed an adaptive dynamic cache replacement algorithm for a multimedia servers cache system. The goal is to achieve an effective utilization of the cache memory which stores the prefix of popular videos. A…

多媒体 · 计算机科学 2016-09-08 P. Jayarekha , T. R. Gopalakrishnan Nair

In this paper, we consider the problem of allocating cache resources among multiple content providers. The cache can be partitioned into slices and each partition can be dedicated to a particular content provider, or shared among a number…

网络与互联网体系结构 · 计算机科学 2017-02-08 Mostafa Dehghan , Weibo Chu , Philippe Nain , Don Towsley