Demo Data from VLDB 2026 / recruitment
Reviewers in the wild
The CS expert database: 1,777,551 experts · 2,837,695 papers in CCF A–C and ICORE A*–C venues · 10 venue-derived domains · snapshot 2026-09-22.
Experts by research domain — the database's own venue-derived domains; a paper can belong to several; active = at least one paper since 2021
Artificial intelligence and machine learning
419,855 active · 726,626 total · 856,312 papers
NeurIPS · AAAI · ESWA · CVPR · ICML · EAAI
Graphics, computer vision, multimedia, augmented reality and games
220,290 active · 419,218 total · 473,177 papers
AAAI · ICASSP · MTA · CVPR · INTERSPEECH · ICCV
Applied, interdisciplinary, general and emerging computing
306,612 active · 637,688 total · 436,260 papers
TGARS · IGARSS · TITS · TII · CogSci · Bioinformatics
Systems, architecture and hardware
148,087 active · 345,638 total · 325,499 papers
IROS · ICRA · VTC · ISCAS · TJSC · IECON
Computer networks
105,468 active · 214,616 total · 249,845 papers
IOT · ICC · GLOBECOM · TWC · TCOM · TMC
Databases, data management, data science and information retrieval
134,049 active · 269,256 total · 249,104 papers
IEEE BigData · CIKM · SIGKDD · TKDE · AEI · SIGIR
Theory of computation
38,447 active · 105,648 total · 202,645 papers
TIT · TCS · DAM · SODA · STOC · ICALP
Human-computer interaction and ubiquitous computing
114,847 active · 268,055 total · 198,672 papers
CHI · SMC · TSMC · SIGCSE · PACMHCI · IJHCI
Software engineering, systems software and programming languages
76,605 active · 178,952 total · 173,661 papers
DATE · COMPSAC · CoDIT · PACM PL · TSC · JSS
Security and privacy
57,527 active · 109,981 total · 102,399 papers
TIFS · TDSC · USENIX Security · TrustCom · CCS · JISA
Experts by expertise
The expertise taxonomy: 90,661 topics extracted from 634,694 papers of 537,692 experts, organised under the ten CCF categories and 168 areas. Pick a category, then narrow down to a topic; every level lists its experts by weight.
Artificial intelligence
231,922 experts · 238,182 papers
33 areas · 23,066 topics
Theoretical computer science
84,688 experts · 103,442 papers
15 areas · 12,358 topics
Computer architecture, parallel and distributed computing, and storage systems
119,266 experts · 88,175 papers
18 areas · 10,819 topics
Computer graphics and multimedia
99,217 experts · 74,150 papers
13 areas · 7,821 topics
Computer networks
79,947 experts · 72,281 papers
18 areas · 9,664 topics
Databases, data mining, and information retrieval
83,822 experts · 68,869 papers
17 areas · 7,059 topics
Network and information security
67,706 experts · 53,290 papers
15 areas · 5,550 topics
Interdisciplinary, comprehensive, and emerging computing
111,858 experts · 46,353 papers
9 areas · 5,108 topics
Human-computer interaction and pervasive computing
77,670 experts · 43,820 papers
16 areas · 4,757 topics
Software engineering, system software, and programming languages
53,122 experts · 40,802 papers
14 areas · 4,459 topics
Computer architecture, parallel and distributed computing, and storage systems›Performance modeling and evaluation
area
10,462 papers · 21,424 experts
Sub-topics
126 · with their number of papers; shaded topics divide further
queueing models 1,562workload characterization 1,371benchmarking 1,201simulation 1,194analytical modeling 411performance prediction 198queueing analysis 176profiling 101delay analysis 72stochastic petri nets 72stochastic modeling 59petri net modeling 58markov models 50bottleneck analysis 42performability analysis 40cost modeling 39performance analysis tools 38capacity planning 36cache performance modeling 35trace analysis 35performance diagnosis 33performance monitoring 32performance tuning 31stability analysis 31performance variability 29approximation algorithms 28network performance analysis 26numerical algorithms 24parallel performance evaluation 20scheduling policy 20processor performance modeling 19latency measurement 17asymptotic analysis 16dependability modeling 16online controlled experiments 16traffic analysis 16manufacturing system performance 13queueing systems 13classifier evaluation 12design trade-off analysis 12statistical analysis 12stochastic analysis 12system modeling 12trace compression 12tracing 12parallel system performance 11storage performance modeling 11surrogate modeling 11performance evaluation methodology 10application performance modeling 9distributed system performance 8scheduling optimization 8software performance engineering 8storage performance evaluation 8communication modeling 6execution time analysis 6probabilistic data structures 6scheduling analysis 6microarchitectural analysis 5system-level analysis 5parameter space exploration 4performance model construction 4program instrumentation 4state space exploration 4
Show 62 smaller topics (under 10 papers each)
average-case analysis 8manufacturing scheduling 8probabilistic model checking 8probabilistic performance analysis 8simulation and emulation 8system configuration 7trace sampling 7variability modeling 7network performance measurement 6petri net analysis 6quantitative evaluation 6state-space explosion 5throughput computing 5what-if analysis 5biometric system evaluation 4buffer sharing 4cache model 4compiler performance evaluation 4data movement lower bounds 4force measurement 4irregular access patterns 4measurement systems 4memory access performance 4online estimation 4performance instrumentation 4randomization 4repeatable experimentation 4robot performance evaluation 4static performance analysis 4wafer fabrication scheduling 4AI workload 3asynchronous concurrent systems 3automated performance analysis 3bursty workloads 3execution time measurement 3field data analysis 3gaussian approximation 3heuristic algorithm 3high-speed packet processing 3loop detection 3measurement-based modeling 3memory access traces 3moment generating function 3multi-valued decision diagram 3multiprogramming system 3performability 3port mapping 3process monitoring 3production line modeling 3program behavior prediction 3pseudorandom number generation 3queuing 3reward models 3scheduling models 3semiconductor wafer fabrication 3service interruptions 3stack simulation 3stochastic processes 3synthetic data generation 3synthetic graph generation 3system logs 3tracing and profiling 3
Experts on Performance modeling and evaluation
21,424 · by weight: papers on the topic counted with recency (1 for a paper about it, 0.3 as context, halved every five years), summed over the area's topics