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Text embedding models enable semantic search, powering several NLP applications like Retrieval Augmented Generation by efficient information retrieval (IR). However, text embedding models are commonly studied in scenarios where the training…

信息检索 · 计算机科学 2025-10-07 Dipam Goswami , Liying Wang , Bartłomiej Twardowski , Joost van de Weijer

This paper investigates the optimization of memory sampling in status updating systems, where source updates are published in shared memory, and reader process samples the memory for source updates by paying a sampling cost. We formulate a…

系统与控制 · 电气工程与系统科学 2024-05-27 Vishakha Ramani , Ivan Seskar , Roy D. Yates

The demand for global video has been burgeoning across industries. With the expansion and improvement of video-streaming services, cloud-based video is evolving into a necessary feature of any successful business for reaching internal and…

网络与互联网体系结构 · 计算机科学 2018-06-27 Abubakr O. Al-Abbasi , Vaneet Aggarwal

Distributed storage systems are mainly justified due to the limited amount of storage capacity and improving the reliability through distributing data over multiple storage nodes. On the other hand, it may happen the data is stored in…

信息论 · 计算机科学 2010-04-15 Soroush Akhlaghi , Abbas Kiani , Mohammad Reza Ghanavati

This paper focuses on the problem of consistency in distributed data stores.We define strong consistency model which provides a simple semantics for application programmers, but impossible to achieve with availability and…

分布式、并行与集群计算 · 计算机科学 2016-04-27 Mohammad Roohitavaf

In distributed computing systems with stragglers, various forms of redundancy can improve the average delay performance. We study the optimal replication of data in systems where the job execution time is a stochastically decreasing and…

分布式、并行与集群计算 · 计算机科学 2020-01-01 Amir Behrouzi-Far , Emina Soljanin

Many of the current bio-inspired delivery networks set their focus on search, e.g., by using artificial ants. If the network size and, therefore, the search space gets too large, the users experience high delays until the requested content…

多媒体 · 计算机科学 2011-11-02 Anita Sobe , Wilfried Elmenreich , Laszlo Böszörmenyi

In this paper we are interested in bounding the number of instructions taken to process transactions. The main result is a multiversion transactional system that supports constant delay (extra instructions beyond running in isolation) for…

分布式、并行与集群计算 · 计算机科学 2019-05-17 Naama Ben-David , Guy E. Blelloch , Yihan Sun , Yuanhao Wei

Simulating a shared register can mask the intricacies of designing algorithms for asynchronous message-passing systems subject to crash failures, since it allows them to run algorithms designed for the simpler shared-memory model. Typically…

分布式、并行与集群计算 · 计算机科学 2017-08-11 Hagit Attiya , Hyun Chul Chung , Faith Ellen , Saptaparni Kumar , Jennifer L. Welch

We consider an information update system where an information receiver requests updates from an information provider in order to minimize its age of information. The updates are generated at the information provider (transmitter) as a…

信息论 · 计算机科学 2020-04-28 Melih Bastopcu , Sennur Ulukus

In order to scale economically, data centers are increasingly evolving their data storage methods from the use of simple data replication to the use of more powerful erasure codes, which provide the same level of reliability as replication…

信息论 · 计算机科学 2013-11-12 Nihar B. Shah , Kangwook Lee , Kannan Ramchandran

We consider an asynchronous decentralized learning system, which consists of a network of connected devices trying to learn a machine learning model without any centralized parameter server. The users in the network have their own local…

信息论 · 计算机科学 2024-05-01 Purbesh Mitra , Sennur Ulukus

Container technology, as the key enabler behind microservice architectures, is widely applied in Cloud and Edge Computing. A long and continuous running of operating system (OS) host-ing container-based services can encounter software aging…

软件工程 · 计算机科学 2023-08-25 Jing Bai , Xiaolin Chang , Fumio Machida , Kishor S. Trivedi

The replication mechanism resolves some challenges with big data such as data durability, data access, and fault tolerance. Yet, replication itself gives birth to another challenge known as the consistency in distributed systems.…

分布式、并行与集群计算 · 计算机科学 2019-02-12 Hesam Nejati Sharif Aldin , Hossein Deldari , Mohammad Hossein Moattar , Mostafa Razavi Ghods

Motivated by applications of distributed storage systems to cloud-based key-value stores, the multi-version coding problem has been recently formulated to efficiently store frequently updated data in asynchronous decentralized storage…

信息论 · 计算机科学 2019-03-12 Ramy E. Ali , Viveck Cadambe

Dynamic distributed storage algorithms such as DynaStore, Reconfigurable Paxos, RAMBO, and RDS, do not ensure liveness (wait-freedom) in asynchronous runs with infinitely many reconfigurations. We prove that this is inherent for…

分布式、并行与集群计算 · 计算机科学 2015-07-28 Alexander Spiegelman , Idit Keidar

In this paper, we investigate a cache updating system with a server containing $N$ files, $K$ relays and $M$ users. The server keeps the freshest versions of the files which are updated with fixed rates. Each relay can download the fresh…

信息论 · 计算机科学 2020-12-29 Haibin Xie , Minquan Cheng , Yongbing Zhang

Quorum systems are useful tools for implementing consistent and available storage in the presence of failures. These systems usually comprise a static set of servers that provide a fault-tolerant read/write register accessed by a set of…

分布式、并行与集群计算 · 计算机科学 2016-07-20 Eduardo Alchieri , Alysson Bessani , Fabiola Greve , Joni Fraga

We consider the problem of Robust Dynamic Coded Distributed Storage (RDCDS) with partially storage constrained servers where the goal is to enable robust (resilient to server dropouts) and efficient (as measured by the communication costs)…

信息论 · 计算机科学 2025-11-12 Chen Zhao , Haobo Jia , Zhuqing Jia

Dynamic graph storage systems are essential for real-time applications such as social networks and recommendation, where graph data continuously evolves. However, they face significant challenges in efficiently handling concurrent read and…

数据库 · 计算机科学 2025-07-02 Chiyu Hao , Jixian Su , Shixuan Sun , Hao Zhang , Sen Gao , Jianwen Zhao , Chenyi Zhang , Jieru Zhao , Chen Chen , Minyi Guo