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相关论文: Microsecond Consensus for Microsecond Applications

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We consider models of content delivery networks in which the servers are constrained by two main resources: memory and bandwidth. In such systems, the throughput crucially depends on how contents are replicated across servers and how the…

性能 · 计算机科学 2018-01-10 Arpan Mukhopadhyay , Nidhi Hegde , Marc Lelarge

This paper considers the classical state machine replication (SMR) problem in a distributed system model inspired by cross-chain exchanges. We propose a novel SMR protocol adapted for this model. Each state machine transition takes $O(n)$…

分布式、并行与集群计算 · 计算机科学 2022-06-15 Yingjie Xue , Maurice Herlihy

This paper revisits the ubiquitous problem of achieving state machine replication in blockchains based on repeated consensus, like Tendermint. To achieve state machine replication in blockchains built on top of consensus, one needs to…

分布式、并行与集群计算 · 计算机科学 2022-01-11 Silvia Bonomi , Antonella Del Pozzo , Álvaro García-Pérez , Sara Tucci-Piergiovanni

Strong consistency replication helps keep application logic simple and provides significant benefits for correctness and manageability. Unfortunately, the adoption of strongly-consistent replication protocols has been curbed due to their…

分布式、并行与集群计算 · 计算机科学 2021-01-22 Aleksey Charapko , Ailidani Ailijiang , Murat Demirbas

State machine replication protocols, like MultiPaxos and Raft, are at the heart of nearly every strongly consistent distributed database. To tolerate machine failures, these protocols must replace failed machines with live machines, a…

分布式、并行与集群计算 · 计算机科学 2020-07-22 Michael Whittaker , Neil Giridharan , Adriana Szekeres , Joseph M. Hellerstein , Heidi Howard , Faisal Nawab , Ion Stoica

Many recent papers have demonstrated fast in-network computation using programmable switches, running many orders of magnitude faster than CPUs. The main limitation of writing software for switches is the constrained programming model and…

网络与互联网体系结构 · 计算机科学 2022-12-14 Stephen Ibanez , Alex Mallery , Serhat Arslan , Theo Jepsen , Muhammad Shahbaz , Changhoon Kim , Nick McKeown

Modern data centers are becoming increasingly equipped with RDMA-capable NICs. These devices enable distributed systems to rely on algorithms designed for shared memory. RDMA allows consensus to terminate within a few microsecond in…

分布式、并行与集群计算 · 计算机科学 2021-06-17 Rachid Guerraoui , Antoine Murat , Athanasios Xygkis

The evolution of the mobile landscape is coupled with the ubiquitous nature of the Internet with its intermittent wireless connectivity and the web services. Achieving the web service reliability results in low communication overhead and…

软件工程 · 计算机科学 2022-07-27 Amr S. Abdelfattah , Tamer Abdelkader , EI-Sayed M. EI-Horbaty

Linearizability is a well-known correctness property for concurrent and distributed systems. In the past, it was also used to prove the design and implementation of replicated state-machines correct. State-machine replication (SMR) is a…

分布式、并行与集群计算 · 计算机科学 2024-07-03 Franz J. Hauck , Alexander Heß

State machine replication (SMR) is a replication technique that ensures fault tolerance by duplicating a service. Geo-replicated SMR is an enhanced version of SMR that distributes replicas in separate geographical locations, making the…

分布式、并行与集群计算 · 计算机科学 2026-01-06 Kohya Shiozaki , Junya Nakamura

We describe a parallel approximation algorithm for maximizing monotone submodular functions subject to hereditary constraints on distributed memory multiprocessors. Our work is motivated by the need to solve submodular optimization problems…

分布式、并行与集群计算 · 计算机科学 2025-02-18 Shivaram Gopal , S M Ferdous , Hemanta K. Maji , Alex Pothen

In parallel with big data processing and analysis dominating the usage of distributed and cloud infrastructures, the demand for distributed metadata access and transfer has increased. In many application domains, the volume of data…

分布式、并行与集群计算 · 计算机科学 2021-06-01 Bing Zhang , Tevfik Kosar

Similarity caching allows requests for an item to be served by a similar item. Applications include recommendation systems, multimedia retrieval, and machine learning. Recently, many similarity caching policies have been proposed, like…

网络与互联网体系结构 · 计算机科学 2023-09-22 Younes Ben Mazziane , Sara Alouf , Giovanni Neglia , Daniel S. Menasche

We present and analyze a new robust feedback and transmit strategy for multiuser MIMO downlink communication systems, termed Rate Approximation (RA). RA combines the flexibility and robustness needed for reliable communications with the…

信息论 · 计算机科学 2013-01-10 Gerhard Wunder , Jan Schreck , Peter Jung

Mobile Crowd Computing (MCdC) leverages the idle computational capacity of consumer smartphones to enable distributed task processing at scale; however, widespread real-world adoption remains constrained by the absence of developer-oriented…

分布式、并行与集群计算 · 计算机科学 2026-04-22 Lakshani Manamperi , Disumi Pathirana , Thiwanka Pathirana , Nipun Premarathna , Kutila Gunasekara

Multi-criteria decision-making often requires finding a small representative set from the database. A recently proposed method is the regret minimization set (RMS) query. RMS returns a size $r$ subset $S$ of dataset $D$ that minimizes the…

机器学习 · 计算机科学 2022-03-10 Xingxing Xiao , Jianzhong Li

The increased mobile connectivity, the range and number of services available in various computing environments in the network, demand mobile applications to be highly dynamic to be able to efficiently incorporate those services into…

网络与互联网体系结构 · 计算机科学 2021-01-05 Chathura Sarathchandra

Autoregressive models (ARMs) are hindered by slow sequential inference. While masked diffusion models (MDMs) offer a parallel alternative, they suffer from critical drawbacks: high computational overhead from precluding Key-Value (KV)…

计算与语言 · 计算机科学 2026-03-06 Jia-Nan Li , Jian Guan , Wei Wu , Chongxuan Li

RDMA is increasingly adopted by cloud computing platforms to provide low CPU overhead, low latency, high throughput network services. On the other hand, however, it is still challenging for developers to realize fast deployment of…

分布式、并行与集群计算 · 计算机科学 2018-02-07 Zhi Wang , Xiaoliang Wang , Zhuzhong Qian , Baoliu Ye , Sanglu Lu

In a cloud computing job with many parallel tasks, the tasks on the slowest machines (straggling tasks) become the bottleneck in the job completion. Computing frameworks such as MapReduce and Spark tackle this by replicating the straggling…

分布式、并行与集群计算 · 计算机科学 2017-09-14 Da Wang , Gauri Joshi , Gregory Wornell