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Pengfei Chang

dblp:30/10098 · DBLP profile ↗
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6ranked-venue papers
2as first author
0since 2021 · last 2016
—ORCID · none

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

Computer networks · 3 · 1 first-authorDatabases, data management, data science and information retrieval · 2

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.

Databases, data mining, and information retrieval
1 paper
Transaction processing and concurrency control · 100%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Transaction processing and concurrency control
distributed transaction management
0.212016
Towards a Non-2PC Transaction Management in Distributed Database Systems · SIGMOD Conference 2016
Transaction processing and concurrency control
two-phase commit avoidance
0.212016
Towards a Non-2PC Transaction Management in Distributed Database Systems · SIGMOD Conference 2016
Transaction processing and concurrency control › distributed transaction processing
Distributed OLTP
0.112016
Towards a Non-2PC Transaction Management in Distributed Database Systems · SIGMOD Conference 2016
YearPublicationVenuePosition
2016 Towards a Non-2PC Transaction Management in Distributed Database Systems
abstract
Shared-nothing architecture has been widely used in distributed databases to achieve good scalability. While it offers superior performance for local transactions, the overhead of processing distributed transactions can degrade the system performance significantly. The key contributor to the degradation is the expensive two-phase commit (2PC) protocol used to ensure atomic commitment of distributed transactions. In this paper, we propose a transaction management scheme called LEAP to avoid the 2PC protocol within distributed transaction processing. Instead of processing a distributed transaction across multiple nodes, LEAP converts the distributed transaction into a local transaction. This benefits the processing locality and facilitates adaptive data repartitioning when there is a change in data access pattern. Based on LEAP, we develop an online transaction processing (OLTP) system, L-Store, and compare it with the state-of-the-art distributed in-memory OLTP system, H-Store, which relies on the 2PC protocol for distributed transaction processing, and H^L-Store, a H-Store that has been modified to make use of LEAP. Results of an extensive experimental evaluation show that our LEAP-based engines are superior over H-Store by a wide margin, especially for workloads that exhibit locality-based data accesses.
Qian Lin 0002, Pengfei Chang, Gang Chen 0001, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang
SIGMOD Conference2
2014 An Efficient Graph Processing System
Xianke Zhou, Pengfei Chang, Gang Chen 0001
APWeb2
2012 FAST: Realizing what your neighbors are doing
abstract
This paper presents the design, implementation, and evaluation of FAST (Full-duplex Attachment System), a cross layer system to solve both Hidden terminal problem and exposed terminal problems. The main reason that CSMA-like protocol cannot well solve hidden and exposed terminal problem both at once lies in the fact that they cannot obtain accurate Channel Usage Information (CUI, who is transmitting or receiving nearby) with low cost. FAST successfully obtains cost CUI in a cost-efficient way, thus can know exactly what are the neighborhood doing currently. FAST includes Attachment Coding in PHY layer to provide cost-effective CUI, and Attachment Sense in MAC layer to utilize CUI to identify hidden and exposed nodes in real time. Extensive simulation results show FAST can well solve both hidden and exposed terminal problems, and improves an average throughput to 200% over CSMA in practical ad-hoc networks.
Lu Wang 0002, Kaishun Wu, Pengfei Chang, Mounir Hamdi
ICC3
2011 MMSE Modified Multi-User MIMO Downlink Transmission with Imperfect CSI
abstract
By introducing the leakage concept, the maximum signal-to-leakage-and-noise ratio (SLNR) scheme has been served as a candidate precoding scheme in the advanced long term evolution (LTE-Advanced) communication system. However, the original scheme allocates every user the same transmit power and takes the matched filter to decode the receive signals, which results in the limited bit error rate (BER) performance. With the antenna correlation at BS and the channel estimation error for every user, we design a modified matrix by minimizing the system Mean Square Error (MMSE) after maximizing the SLNR under the total transmit power constraint. At each user, a linear decoder is calculated based on the MMSE criteria in the presence of imperfect channel state information (ICSI). Due to the dynamic power allocation during the parallel data streams and the linear MMSE (LMMSE) receiver, the proposed scheme can mitigate the residual interference induced by ICSI and improve the system BER performance efficiently.
Pengfei Chang, Tiejun Lv, Taotao Wang, Hui Gao 0001
VTC Spring1
2011 An unified transmit power allocation scheme with imperfect CSI in both multi-user MIMO downlink and uplink
abstract
In this paper, we proposed an effective and unified transmit power allocation (TPA) scheme for the Singular Value Decomposition (SVD)-Assisted multi-user multiple-input multiple-output (MU-MIMO) downlink (DL) and uplink (UL) transmissions in the presence of imperfect channel state information (ICSI). The existing power allocation policies for the SVD-Assisted MU-MIMO system, such as equal power allocation (EPA) in the DL and maximum signal-to-noise ratio (MSNR) policy in UL have been developed under the perfect CSI case. However, the EPA scheme doesn't exploit the CSI and ignores the Bit Error Rate (BER) difference among all singular values meanwhile the MSNR method neglects the noise enhancement caused by the decoding operation at Base Station (BS). Aiming at solving these problems, the proposed TPA scheme takes the smallest singular value and the noise enhancement into account and derives an unified expression for DL and UL. Under the ICSI, the proposed scheme can exploit the power allocation operation to mitigate the residual interference induced by ICSI and improve the system BER performance efficiently.
Pengfei Chang, Tiejun Lv, Taotao Wang, Hui Gao 0001, Haijiao Xi
WCNC1
2011 Hybrid subcarrier exclusivity and sharing scheme with optimized bit loading in uplink multi-cell OFDMA system
abstract
Hybrid subcarrier exclusivity and sharing (HSEnS) scheme with optimized bit loading in uplink multicell OFDMA system is proposed in this paper. Optimizing bit loading under subcarrier exclusivity (SE) and subcarrier sharing (SS) schemes in two adjacent cells is analyzed. Bit loading criteria and boundary setting procedures for convex optimizing bit loading under SS scheme are proposed. And bit loading boundaries for convex optimizing bit loading under SE and SS scheme can be obtained. The HSEnS scheme is proposed to combine the advantages of SE and SS schemes for making tradeoff between throughput performance and algorithm failure rate when interference is strong, moderate or weak. Simulations support our proposals and HSEnS with optimized bit loading outperforms other schemes.
Xuefen Yu, Tiejun Lv, Hui Gao 0001, Pengfei Chang, Haijiao Xi
WCNC4