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Is Distributed Database Evaluation Cloud-Ready? [chapter]

Daniel Seybold, Jörg Domaschka
2017 Communications in Computer and Information Science  
Hence, the already non-trivial task of selecting and deploying a distributed database system becomes more challenging.  ...  The evaluation of databases has evolved as well by moving the evaluation focus from performance to distribution aspects such as scalability and elasticity.  ...  NoSQL and NewSQL DBMS are designed to satisfy requirements such as high performance or scalability by running on commodity hardware as a distributed database management system (DDBMS), providing a single  ... 
doi:10.1007/978-3-319-67162-8_12 fatcat:7e6eveyhzneploiys2pvzgiiky

MAPLE: A Mobile Scalable P2P Nearest Neighbor Query System for Location-based Services

Wei-Shinn Ku, R. Zimmermann, Chi-Ngai Wan, Haojun Wang
2006 22nd International Conference on Data Engineering (ICDE'06)  
In this demonstration we present MAPLE, a scalable peer-to-peer Nearest Neighbor (NN) query system for mobile environments.  ...  The demonstration illustrates how cooperative data sharing and distributed processing among mobile peers results in a considerable reduction of the load on remote spatial databases.  ...  We have described MAPLE, a system to aid in the study of scalable peer-to-peer data sharing for location-based services in mobile environments.  ... 
doi:10.1109/icde.2006.89 dblp:conf/icde/KuZWW06 fatcat:3fmgnwya5rectajdwjig7vukxy

A Novel Distributed Collaborative Filtering Algorithm and Its Implementation on P2P Overlay Network [chapter]

Peng Han, Bo Xie, Fan Yang, Jiajun Wang, Ruimin Shen
2004 Lecture Notes in Computer Science  
In this paper, we first propose a novel distributed CF algorithm called PipeCF through which we can do both the user database management and prediction task in a decentralized way.  ...  Finally we give the algorithm framework and system architecture of the implementation of PipeCF on Peer-to-Peer (P2P) overlay network through distributed hash table (DHT) method, which is one of the most  ...  PipeCF: A Novel Distributed CF Algorithm Basic PipeCF Algorithm The first step to implement CF algorithm in a distributed way is to divide the original centralized user database into fractions which  ... 
doi:10.1007/978-3-540-24775-3_13 fatcat:ktufcxiiybbs3kxjqmbrai3txy

Big data and cloud computing

Divyakant Agrawal, Sudipto Das, Amr El Abbadi
2011 Proceedings of the 14th International Conference on Extending Database Technology - EDBT/ICDT '11  
Scalable database management systems (DBMS)-both for update intensive application workloads as well as decision support systems for descriptive and deep analytics-are a critical part of the cloud infrastructure  ...  We crystallize the design choices made by some successful systems large scale database management systems, analyze the application demands and access patterns, and enumerate the desiderata for a cloud-bound  ...  His research interests lie in the broad area of scalable database and distributed systems. He is a fellow of the ACM.  ... 
doi:10.1145/1951365.1951432 dblp:conf/edbt/AgrawalDA11 fatcat:q3rhtmgrvjhyrlrw3qpxfwa6da

Distributed algorithms and systems

F. Zambonelli
2003 Eleventh Euromicro Conference on Parallel, Distributed and Network-Based Processing, 2003. Proceedings.  
a distributed computing system.  ...  With this regard: the paper "Knot resolution algorithm and its performance evaluation" proposes a novel practical approach to detect deadlocks in a distributed system; the paper "A low communication costs  ...  a distributed computing system.  ... 
doi:10.1109/empdp.2003.1183591 fatcat:quks5at46fafdijwrrkakuivmq

Breaking the chains

Volker Markl
2014 Proceedings of the VLDB Endowment  
Major reasons for the widespread success of database systems and today's multi-billion dollar data management market include data independence, separating physical representation and storage from the actual  ...  effectively deliver the promise that novel big data technologies offer.  ...  system based on our vision.  ... 
doi:10.14778/2733004.2733075 fatcat:tyovtsnwwrc7pgpvrikhdpvcoq

Towards a framework for orchestrated distributed database evaluation in the cloud

Daniel Seybold
2017 Proceedings of the 18th Doctoral Symposium of the 18th International Middleware Conference on - Middleware '17  
The selection and operation of a distributed database management system (DDBMS) in the cloud is a challenging task as supportive evaluation frameworks miss orchestrated evaluation scenarios, hindering  ...  We propose a novel evaluation approach that supports orchestrated evaluation scenarios for scalability, elasticity and availability by exploiting cloud resources.  ...  Introduction In the last decade, database management systems (DBMSs) have evolved by focusing as well on distributed database management systems (DDBMSs) as evolving application domains such as the Web  ... 
doi:10.1145/3152688.3152693 fatcat:43eashas3vgajdzuevk5wfeem4

Towards A Framework For Orchestrated Distributed Database Evaluation In The Cloud

Daniel Seybold
2017 Zenodo  
The selection and operation of a distributed database management system (DDBMS) in the cloud is a challenging task as supportive evaluation frameworks miss orchestrated evaluation scenarios, hindering  ...  We propose a novel evaluation approach that supports orchestrated evaluation scenarios for scalability, elasticity and availability by exploiting cloud resources.  ...  Introduction In the last decade, database management systems (DBMSs) have evolved by focusing as well on distributed database management systems (DDBMSs) as evolving application domains such as the Web  ... 
doi:10.5281/zenodo.1045079 fatcat:rowaqih6tba3tkm627khw7dnta

4.-8. März 2019

Wolfram Wingerath, Felix Gessert, Norbert Ritter
2019 Datenbanksysteme für Business, Technologie und Web  
A particular emphasis lies on the novel system class of real-time databases which combine the push-based access paradigm of stream-oriented systems with the collection-based query semantics of traditional  ...  databases: Instead of database collections, stream-oriented systems are based on a notion of potentially unbounded sequences of data items.  ...  Our target audience thus includes students who are looking for novel research topics and orientation, experienced researchers in the fields of database systems, cloud computing, and distributed systems  ... 
doi:10.18420/btw2019-ws-28 dblp:conf/btw/WingerathGR19a fatcat:d625nmwkqbc2vbmk6sltvognke

PipeCF

Bo Xie, Peng Han, Ruimin Shen
2004 Alternate track papers & posters of the 13th international conference on World Wide Web - WWW Alt. '04  
In this paper, we propose a decentralized CF algorithm, called PipeCF, based on distributed hash table (DHT) method.  ...  However, traditional centralized CF system has suffered from its shortage in scalability as their calculation complexity increases quickly both in time and space when the record in user database increases  ...  In this paper, we propose a novel distributed hash table (DHT) based technique to implement efficient user database management and retrieval and construct a decentralized CF recommender system based on  ... 
doi:10.1145/1010432.1010472 fatcat:l2dn6a6ecjesng276vrr72th2a

PipeCF

Bo Xie, Peng Han, Ruimin Shen
2004 Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters - WWW Alt. '04  
In this paper, we propose a decentralized CF algorithm, called PipeCF, based on distributed hash table (DHT) method.  ...  However, traditional centralized CF system has suffered from its shortage in scalability as their calculation complexity increases quickly both in time and space when the record in user database increases  ...  In this paper, we propose a novel distributed hash table (DHT) based technique to implement efficient user database management and retrieval and construct a decentralized CF recommender system based on  ... 
doi:10.1145/1013367.1013407 dblp:conf/www/XieHS04 fatcat:ozmsn6xnpray3ganmau5lywn4q

Big data and cloud computing

Divyakant Agrawal, Sudipto Das, Amr El Abbadi
2010 Proceedings of the VLDB Endowment  
His research interests lie in the broad area of scalable database and distributed systems.  ...  Agrawal's research expertise is in the areas of database systems, distributed computing, data warehousing, and large-scale information systems.  ...  requests -a scale which distributed databases have failed to achieve.  ... 
doi:10.14778/1920841.1921063 fatcat:zx5m4yzsm5bj5g4m53k6ptqrsi

A scalable P2P recommender system based on distributed collaborative filtering

Peng Han, Bo Xie, Fan Yang, Ruimin Shen
2004 Expert systems with applications  
In this article, we first propose a distributed CF algorithm called PipeCF together with two novel approaches: significance refinement and unanimous amplification, to further improve the scalability and  ...  distributed recommender system.  ...  Conclusion and future work In this article, we propose a novel distributed hash table (DHT) based technique to implement efficient user database management and retrieval in decentralized CF system.  ... 
doi:10.1016/j.eswa.2004.01.003 fatcat:mc57fncuw5bftgl7744zqzfhri

Performance mining of large-scale data-intensive applications

C. Carothers, B.K. Szymanski, M. Zaki
2002 Proceedings 16th International Parallel and Distributed Processing Symposium  
In a distributed object system, classes may be used in ways not anticipated by the original developer.  ...  PerfMiner, a system for continuous performance optimization via mining, will enable a distributed object system to: 1. discover its own critical path, 2. detect new opportunities for speculative processing  ...  based on an Instrumentation Database (IDB) [1] and novel parallel data mining algorithms incorporated into SPIDER system [2] .  ... 
doi:10.1109/ipdps.2002.1016582 dblp:conf/ipps/CarothersSZ02 fatcat:tydhl26dfnertiq4kwgcqxkgu4

A Demonstration of Rubato DB

Li-Yan Yuan, Lengdong Wu, Jia-Huai You, Yan Chi
2015 Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data - SIGMOD '15  
Rubato DB employs the staged grid architecture with a novel formula based protocol for distributed concurrency control.  ...  Our demonstration will present Rubato DB as one NewSQL database management system running on a collection of commodity servers against two of benchmark sets.  ...  Rubato DB is a highly scalable NewSQL database system running on a collection of commodity servers that supports various consistency guarantees 1 including the traditional ACID and BASE, and a novel consistency  ... 
doi:10.1145/2723372.2735380 dblp:conf/sigmod/YuanWYC15 fatcat:twec6tdjjba2nkudlrid723mae
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