01
Performance-oriented methodologies
Analytical modeling techniquesModel validationAnomaly detection, problem diagnosis, and troubleshootingCapacity planning, resource allocation, routing, scheduling, and quality of serviceExperimental design, statistical analysis, and simulationGame theory, network economics, and platform designMachine learning, data mining, graph analysis, optimizationPerformance, scalability and reliability analysisStochastic modeling and analysisSustainability analysis and power managementSystem measurement, performance monitoring, and forecastingWorkload characterization and benchmarking
02
Evaluation techniques and algorithms for
Artificial intelligence and machine learning platformsBlockchains and cryptocurrencyComputer architectures and operating systemsCyber-physical systemsInternet of ThingsSmart gridsHigh-performance computingInternet and web servicesMobile and personal computing systemsNetwork architectures, protocols, and congestion controlNetwork economics and platform designPrivacy and algorithmic fairnessSecurity systemsComplex networks and social networksVirtualization and data centersDistributed and cloud computing, fog and edge computingQuantum computing and quantum communicationWireless, ad-hoc, and cellular networks