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IoT devices trigger real-time applications by receiving data from their vicinity. Modeling these applications in the form of workflows enables automating their procedure, especially for the business and industry. Depending on the features…

分布式、并行与集群计算 · 计算机科学 2023-12-15 Mohammad Amin Rayej , Hajar Siar , Ahmadreza Hamzei , Mohammad Sadegh Majidi Yazdi , Parsa Mohammadian , Mohammad Izadi

Recognizing the promise of natural language interfaces to databases, prior studies have emphasized the development of text-to-SQL systems. While substantial progress has been made in this field, existing research has concentrated on…

Numerous IoT applications, like building automation or process control of industrial sites, exist today. These applications inherently have a strong connection to the physical world. Hence, IT security threats cannot only cause problems…

密码学与安全 · 计算机科学 2018-05-09 Holger Kinkelin , Valentin Hauner , Heiko Niedermayer , Georg Carle

With the advent of the Internet-of-Things (IoT), handling large volumes of time-series data has become a growing concern. Data, generated from millions of Internet-connected sensors, will drive new IoT applications and services. A key…

数据库 · 计算机科学 2016-05-10 Daniel G. Waddington , Changhui Lin

Developers increasingly use function-as-a-service (FaaS) platforms for data-centric applications that perform low-latency and transactional operations on data, such as for microservices or web serving. Unfortunately, existing FaaS platforms…

Selecting appropriate values for the configurable parameters of Database Management Systems (DBMS) to improve performance is a significant challenge. Recent machine learning (ML)-based tuning systems have shown strong potential, but their…

数据库 · 计算机科学 2026-04-01 Yibo Wang , Jiale Lao , Chen Zhang , Cehua Yang , Jianguo Wang , Mingjie Tang

Serializability is a well-understood concurrency control mechanism that eases reasoning about highly-concurrent database programs. Unfortunately, enforcing serializability has a high-performance cost, especially on geographically…

编程语言 · 计算机科学 2021-03-10 Kia Rahmani , Kartik Nagar , Benjamin Delaware , Suresh Jagannathan

The rapid evolution of Internet of Things (IoT) environments has created an urgent need for secure and trustworthy distributed computing systems, particularly when dealing with heterogeneous devices and applications where centralized trust…

分布式、并行与集群计算 · 计算机科学 2025-05-02 Murtaza Rangwala , Rajkumar Buyya

Hybrid transaction/analytical processing (HTAP) is an emerging database paradigm that supports both online transaction processing (OLTP) and online analytical processing (OLAP) workloads. Computing-intensive OLTP operations, involving…

分布式、并行与集群计算 · 计算机科学 2025-08-05 Yilong Zhao , Mingyu Gao , Huanchen Zhang , Fangxin Liu , Gongye Chen , He Xian , Haibing Guan , Li Jiang

The deployment of databases across geographically distributed regions has become increasingly critical for ensuring data reliability and scalability. Recent studies indicate that distributed databases exhibit significantly higher latency…

数据库 · 计算机科学 2025-12-19 Duling Xu , Tong Li , Zegang Sun , Zheng Chen , Weixing Zhou , Yanfeng Zhang , Wei Lu , Xiaoyong Du

Internet of Things (IoT) is a technology paradigm where millions of sensors monitor, and help inform or manage, physical, envi- ronmental and human systems in real-time. The inherent closed-loop re- sponsiveness and decision making of IoT…

分布式、并行与集群计算 · 计算机科学 2019-05-13 Anshu Shukla , Yogesh Simmhan

Enterprise-scale systems such as those used for cloud computing require a scalable and highly available infrastructure. One crucial ingredient of such an infrastructure is the ability to replicate data coherently among a group of…

分布式、并行与集群计算 · 计算机科学 2015-03-10 Dan Arnon , Navindra Sharma

Current approaches of enforcing FGAC in Database Management Systems (DBMS) do not scale in scenarios when the number of policies are in the order of thousands. This paper identifies such a use case in the context of emerging smart spaces…

数据库 · 计算机科学 2020-06-19 Primal Pappachan , Roberto Yus , Sharad Mehrotra , Johann-Christoph Freytag

Modern applications often operate on data in multiple administrative domains. In this federated setting, participants may not fully trust each other. These distributed applications use transactions as a core mechanism for ensuring…

分布式、并行与集群计算 · 计算机科学 2016-08-23 Isaac Sheff , Tom Magrino , Jed Liu , Andrew C. Myers , Robbert van Renesse

Time Series Management Systems (TSMS) are Database Management Systems that have been configured with the primary objective of processing and storing time series data. With the IoT expanding at exponential rates and there becoming…

数据库 · 计算机科学 2021-11-18 Prabhav Arora

Metadata hotspots remain one of the key obstacles to scalable Input/Output (I/O) in both High-Performance Computing (HPC) and cloud-scale storage environments. Situations such as job start-ups, checkpoint storms, or heavily skewed namespace…

分布式、并行与集群计算 · 计算机科学 2025-11-25 Sangam Ghimire , Nigam Niraula , Nirjal Bhurtel , Paribartan Timalsina , Bishal Neupane , James Bhattarai , Sudan Jha

Workload management for cloud databases must deal with the tasks of resource provisioning, query placement and query scheduling in a manner that meets the application's performance goals while minimizing the cost of using cloud resources.…

数据库 · 计算机科学 2018-09-28 Ryan Marcus , Olga Papaemmanouil

Since Gartner coined the term, Hybrid Transactional and Analytical Processing (HTAP), numerous HTAP databases have been proposed to combine transactions with analytics in order to enable real-time data analytics for various data-intensive…

数据库 · 计算机科学 2024-04-25 Chao Zhang , Guoliang Li , Jintao Zhang , Xinning Zhang , Jianhua Feng

Although significant recent progress has been made in improving the multi-core scalability of high throughput transactional database systems, modern systems still fail to achieve scalable throughput for workloads involving frequent access…

数据库 · 计算机科学 2016-01-06 Kun Ren , Jose M. Faleiro , Daniel J. Abadi

Enabling blockchain technology into IoT can help to achieve a proper distributed consensus based IoT system that overcomes disadvantages of today's centralized infrastructures, such as, among others, high cloud server maintenance costs,…

分布式、并行与集群计算 · 计算机科学 2020-05-05 Gokhan Sagirlar , John D. Sheehan , Emanuele Ragnoli