Jun Cai 0004

dblp:72/3887-4 · DBLP profile ↗
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5ranked-venue papers
3as first author
0since 2021 · last 2001
0000-0002-9254-0404ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Databases, data management, data science and information retrieval · 3 · 2 first-authorArtificial intelligence and machine learning · 1 · 1 first-authorSystems, architecture and hardware · 1Computer networks · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
1 paper
Wireless networking · 67% Content delivery and video streaming · 33%
Computer architecture, parallel and distributed computing, and storage systems
2 papers
Embedded and real-time systems · 40% Memory systems · 40% Performance modeling and evaluation · 21%
Databases, data mining, and information retrieval
1 paper
Query processing and optimization · 100%

Topics — the 9 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Wireless networking › mobile computing
cache invalidation
0.012001
An Evaluation of Cache Invalidation Strategies in Wireless Environments · IEEE Trans. Parallel Distributed Syst. 2001
Content delivery and video streaming › caching
energy-efficient caching
0.012001
An Evaluation of Cache Invalidation Strategies in Wireless Environments · IEEE Trans. Parallel Distributed Syst. 2001
Wireless networking
mobile computing
0.012001
An Evaluation of Cache Invalidation Strategies in Wireless Environments · IEEE Trans. Parallel Distributed Syst. 2001
Query processing and optimization › view maintenance
incremental view maintenance
0.011997
On Incremental Cache Coherency Schemes in Mobile Computing Environments · ICDE 1997
Query processing and optimization
view maintenance
0.011997
On Incremental Cache Coherency Schemes in Mobile Computing Environments · ICDE 1997
Memory systems
cache coherence
0.011997
On Incremental Cache Coherency Schemes in Mobile Computing Environments · ICDE 1997
Embedded and real-time systems
mobile computing
0.011997
On Incremental Cache Coherency Schemes in Mobile Computing Environments · ICDE 1997
Performance modeling and evaluation › simulation
simulation-based evaluation
0.012001
An Evaluation of Cache Invalidation Strategies in Wireless Environments · IEEE Trans. Parallel Distributed Syst. 2001
Query processing and optimization › query execution
relational query processing
0.011997
On Incremental Cache Coherency Schemes in Mobile Computing Environments · ICDE 1997

Methods — techniques the papers use, named apart from their topics

selective tuning · 0.1cache invalidation report · 0.1simulation modeling · 0.0client-server collaboration · 0.0
YearPublicationVenuePosition
2001 An Evaluation of Cache Invalidation Strategies in Wireless Environments
abstract
Caching can reduce the bandwidth requirement in a wireless computing environment as well as minimize the energy consumption of wireless portable computers. To facilitate mobile clients in ascertaining the validity of their cache content, servers periodically broadcast cache invalidation reports that contain information of data that has been updated. However, as mobile clients may operate in a doze or even totally disconnected mode (to conserve energy), it is possible that some reports may be missed and the clients are forced to discard the entire cache content. In this paper, we reexamine the issue of designing cache invalidation strategies. We identify the basic issues in designing cache invalidation strategies. From the solutions to these issues, a large set of cache invalidation schemes can be constructed. We evaluate the performance of four representative algorithms-two of which are known algorithms (i.e., Dual-Report Cache Invalidation and Bit-Sequences) while the other two are their counterparts that exploit selective tuning (namely, Selective Dual-Report Cache Invalidation and Bit-Sequences with Bit Count). Our study shows that the two proposed schemes are not only effective in salvaging the cache content but consume significantly less energy than their counterparts. While the Selective Dual-Report Cache Invalidation scheme performs best in most cases, it is inferior to the Bit-Sequences with the Bit-Count scheme under high update rates.
Kian-Lee Tan, Jun Cai 0004, Beng Chin Ooi
IEEE Trans. Parallel Distributed Syst.2
1999 Tuning Integrated Dissemination-Based Information Systems
Jun Cai 0004, Kian-Lee Tan
Data Knowl. Eng.1
1999 Energy-efficient selective cache invalidation
Jun Cai 0004, Kian-Lee Tan
Wirel. Networks1
1997 On Incremental Cache Coherency Schemes in Mobile Computing Environments
abstract
Re-examines the cache coherency problem in a mobile computing environment in the context of relational operations (i.e. selection, projection and join). We propose a taxonomy of cache coherency schemes, and as case studies, we pick several schemes for further study. These schemes are novel in several ways. First, they are incremental. Second, they are an integration of (and built on) techniques in view maintenance in centralized systems and cache invalidation in client-server computing environments. We conducted extensive studies based on a simulation model. Our study shows the effectiveness of these algorithms in reducing uplink transmission and average access times. Moreover, the class of algorithms that exploit collaboration between the client and server performs best in most cases. We also study extended versions of this class of algorithms to further cut down on the work performed by the server.
Jun Cai 0004, Kian-Lee Tan, Beng Chin Ooi
ICDE1
1997 Broadcast-Based Group Invalidation: An Energy-Efficient Cache Invalidation Strategy
Kian-Lee Tan, Jun Cai 0004
Inf. Sci.2