Best journals for Computer Science Software Engineering

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Key Areas of Performance Analysis in Software Engineering

  1. Code Performance
  • Execution Speed: Measure the time it takes for code to execute. Analyze critical code paths to identify and optimize performance bottlenecks.
  • Memory Usage: Assess how efficiently the code uses memory. Look for issues such as memory leaks and excessive memory consumption.
  • CPU Utilization: Evaluate the CPU resources consumed by the software. High CPU usage can indicate inefficient algorithms or processes.
  1. System Performance
  • Response Time: Analyze the time taken for the system to respond to user inputs or requests. Shorter response times indicate better performance.
  • Throughput: Measure the number of transactions or operations processed by the system per unit of time. Higher throughput indicates better performance.
  • Scalability: Assess how well the system performs as the load or user base increases. This includes both vertical scaling (adding more resources) and horizontal scaling (adding more instances).
  1. Software Quality
  • Bug Rate: Track the frequency and severity of bugs reported in the software. Fewer bugs generally indicate higher quality.
  • Code Complexity: Evaluate the complexity of the codebase using metrics such as cyclomatic complexity. Lower complexity usually leads to better maintainability and fewer errors.
  • Test Coverage: Measure the extent to which the codebase is tested by automated tests. Higher test coverage can lead to more reliable software.
  1. Development Process
  • Build Time: Analyze the time required to build and deploy the software. Faster build times can improve developer productivity and reduce time-to-market.
  • Development Velocity: Assess the speed at which new features are developed and delivered. Higher velocity indicates an efficient development process.
  • Code Review Efficiency: Evaluate the effectiveness of code reviews in catching defects and improving code quality. Efficient code reviews can lead to better software quality.
  1. User Experience
  • Usability: Assess how user-friendly the software is, including ease of navigation and overall user satisfaction.
  • Performance Metrics: Gather user feedback on performance aspects such as load times and responsiveness.
  • Error Rates: Track the frequency of user-reported errors and issues to understand the impact on user experience.
  1. System Integration
  • Interoperability: Evaluate how well the software integrates with other systems and services. This includes assessing the effectiveness of APIs and data exchanges.
  • Integration Testing: Perform tests to ensure that integrated components work together as expected and identify any integration issues.
  1. Resource Utilization
  • Hardware Resources: Analyze the software’s use of hardware resources such as CPU, memory, disk, and network bandwidth.
  • Software Dependencies: Assess the performance impact of third-party libraries and services used by the software.
  1. Security and Reliability
  • Security Vulnerabilities: Identify and address security vulnerabilities in the software. Ensure that the software adheres to best practices for secure coding.
  • Reliability: Evaluate the software’s ability to operate correctly under various conditions and handle errors gracefully.
  1. Performance Optimization
  • Profiling and Benchmarking: Use profiling tools (e.g., VisualVM, Py-Spy) and benchmarking techniques to identify performance bottlenecks and optimize code.
  • Refactoring: Optimize code by refactoring to improve performance, readability, and maintainability.

List Of High Impact Factor Computer Science Software Engineering Journals

S.no

Journal title

ISSN

Web of Science Categories

1.      

ACM TRANSACTIONS ON APPLIED PERCEPTION

1544-3558

Computer Science, Software Engineering

2.      

ACM TRANSACTIONS ON DATABASE SYSTEMS

0362-5915

Computer Science, Software Engineering

3.      

ACM TRANSACTIONS ON DESIGN AUTOMATION OF ELECTRONIC SYSTEMS

1084-4309

Computer Science, Software Engineering

4.      

ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS

1539-9087

Computer Science, Software Engineering

5.      

ACM TRANSACTIONS ON GRAPHICS

0730-0301

Computer Science, Software Engineering

6.      

ACM TRANSACTIONS ON INTERNET TECHNOLOGY

1533-5399

Computer Science, Software Engineering

7.      

ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA

1556-4681

Computer Science, Software Engineering

8.      

ACM TRANSACTIONS ON MATHEMATICAL SOFTWARE

0098-3500

Computer Science, Software Engineering

9.      

ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS

1551-6857

Computer Science, Software Engineering

10.   

ACM TRANSACTIONS ON PROGRAMMING LANGUAGES AND SYSTEMS

0164-0925

Computer Science, Software Engineering

11.   

ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY

1049-331X

Computer Science, Software Engineering

12.   

ACM TRANSACTIONS ON STORAGE

1553-3077

Computer Science, Software Engineering

13.   

ACM TRANSACTIONS ON THE WEB

1559-1131

Computer Science, Software Engineering

14.   

ADVANCES IN ENGINEERING SOFTWARE

0965-9978

Computer Science, Software Engineering

15.   

ALGORITHMICA

0178-4617

Computer Science, Software Engineering

16.   

AUTOMATED SOFTWARE ENGINEERING

0928-8910

Computer Science, Software Engineering

17.   

BIT NUMERICAL MATHEMATICS

0006-3835

Computer Science, Software Engineering

18.   

COMMUNICATIONS OF THE ACM

0001-0782

Computer Science, Software Engineering

19.   

COMPUTATIONAL VISUAL MEDIA

2096-0433

Computer Science, Software Engineering

20.   

COMPUTER

0018-9162

Computer Science, Software Engineering

21.   

COMPUTER-AIDED DESIGN

0010-4485

Computer Science, Software Engineering

22.   

COMPUTER AIDED GEOMETRIC DESIGN

0167-8396

Computer Science, Software Engineering

23.   

COMPUTER ANIMATION AND VIRTUAL WORLDS

1546-4261

Computer Science, Software Engineering

24.   

COMPUTER GRAPHICS FORUM

0167-7055

Computer Science, Software Engineering

25.   

COMPUTER JOURNAL

0010-4620

Computer Science, Software Engineering

26.   

COMPUTER SCIENCE AND INFORMATION SYSTEMS

1820-0214

Computer Science, Software Engineering

27.   

COMPUTER SCIENCE REVIEW

1574-0137

Computer Science, Software Engineering

28.   

COMPUTERS & GRAPHICS-UK

0097-8493

Computer Science, Software Engineering

29.   

COMPUTER STANDARDS & INTERFACES

0920-5489

Computer Science, Software Engineering

30.   

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE

1532-0626

Computer Science, Software Engineering

31.   

DESIGN AUTOMATION FOR EMBEDDED SYSTEMS

0929-5585

Computer Science, Software Engineering

32.   

DISCRETE MATHEMATICS AND THEORETICAL COMPUTER SCIENCE

1462-7264

Computer Science, Software Engineering

33.   

EMPIRICAL SOFTWARE ENGINEERING

1382-3256

Computer Science, Software Engineering

34.   

ENTERTAINMENT COMPUTING

1875-9521

Computer Science, Software Engineering

35.   

FORMAL ASPECTS OF COMPUTING

0934-5043

Computer Science, Software Engineering

36.   

FRONTIERS OF COMPUTER SCIENCE

2095-2228

Computer Science, Software Engineering

37.   

FRONTIERS OF INFORMATION TECHNOLOGY & ELECTRONIC ENGINEERING

2095-9184

Computer Science, Software Engineering

38.   

FUNDAMENTA INFORMATICAE

0169-2968

Computer Science, Software Engineering

39.   

GRAPHICAL MODELS

1524-0703

Computer Science, Software Engineering

40.   

IBM JOURNAL OF RESEARCH AND DEVELOPMENT

0018-8646

Computer Science, Software Engineering

41.   

ICGA JOURNAL

1389-6911

Computer Science, Software Engineering

42.   

IEEE COMPUTER GRAPHICS AND APPLICATIONS

0272-1716

Computer Science, Software Engineering

43.   

IEEE EMBEDDED SYSTEMS LETTERS

1943-0663

Computer Science, Software Engineering

44.   

IEEE INTERNET COMPUTING

1089-7801

Computer Science, Software Engineering

45.   

IEEE MICRO

0272-1732

Computer Science, Software Engineering

46.   

IEEE MULTIMEDIA

1070-986X

Computer Science, Software Engineering

47.   

IEEE SECURITY & PRIVACY

1540-7993

Computer Science, Software Engineering

48.   

IEEE SOFTWARE

0740-7459

Computer Science, Software Engineering

49.   

IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING

1545-5971

Computer Science, Software Engineering

50.   

IEEE TRANSACTIONS ON GAMES

2475-1502

Computer Science, Software Engineering

51.   

IEEE TRANSACTIONS ON MULTIMEDIA

1520-9210

Computer Science, Software Engineering

52.   

IEEE TRANSACTIONS ON RELIABILITY

0018-9529

Computer Science, Software Engineering

53.   

IEEE TRANSACTIONS ON SERVICES COMPUTING

1939-1374

Computer Science, Software Engineering

54.   

IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

0098-5589

Computer Science, Software Engineering

55.   

IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS

1077-2626

Computer Science, Software Engineering

56.   

IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS

1745-1361

Computer Science, Software Engineering

57.   

IET SOFTWARE

1751-8806

Computer Science, Software Engineering

58.   

IMAGE AND VISION COMPUTING

0262-8856

Computer Science, Software Engineering

59.   

INFORMATION AND SOFTWARE TECHNOLOGY

0950-5849

Computer Science, Software Engineering

60.   

INFORMATION VISUALIZATION

1473-8716

Computer Science, Software Engineering

61.   

INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING

1548-3924

Computer Science, Software Engineering

62.   

INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE

1086-4415

Computer Science, Software Engineering

63.   

INTERNATIONAL JOURNAL OF INFORMATION SECURITY

1615-5262

Computer Science, Software Engineering

64.   

INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL

2192-6611

Computer Science, Software Engineering

65.   

INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

0218-1940

Computer Science, Software Engineering

66.   

INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING

0219-6913

Computer Science, Software Engineering

67.   

INTERNATIONAL JOURNAL OF WEB AND GRID SERVICES

1741-1106

Computer Science, Software Engineering

68.   

INTERNATIONAL JOURNAL OF WEB SERVICES RESEARCH

1545-7362

Computer Science, Software Engineering

69.   

INTERNATIONAL JOURNAL ON SOFTWARE TOOLS FOR TECHNOLOGY TRANSFER

1433-2779

Computer Science, Software Engineering

70.   

IT PROFESSIONAL

1520-9202

 Computer Science, Software Engineering

71.   

JOURNAL OF COMPUTER LANGUAGES

2590-1184

Computer Science, Software Engineering

72.   

JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY

1000-9000

Computer Science, Software Engineering

73.   

JOURNAL OF DATABASE MANAGEMENT

1063-8016

Computer Science, Software Engineering

74.   

JOURNAL OF FUNCTIONAL PROGRAMMING

0956-7968

Computer Science, Software Engineering

75.   

JOURNAL OF MATHEMATICAL IMAGING AND VISION

0924-9907

Computer Science, Software Engineering

76.   

JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

1084-8045

Computer Science, Software Engineering

77.   

JOURNAL OF SOFTWARE-EVOLUTION AND PROCESS

2047-7473

Computer Science, Software Engineering

78.   

JOURNAL OF SYSTEMS AND SOFTWARE

0164-1212

Computer Science, Software Engineering

79.   

JOURNAL OF SYSTEMS ARCHITECTURE

1383-7621

Computer Science, Software Engineering

80.   

JOURNAL OF THE ACM

0004-5411

Computer Science, Software Engineering

81.   

JOURNAL OF UNIVERSAL COMPUTER SCIENCE

0948-695X

Computer Science, Software Engineering

82.   

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION

1047-3203

Computer Science, Software Engineering

83.   

JOURNAL OF WEB ENGINEERING

1540-9589

Computer Science, Software Engineering

84.   

JOURNAL OF WEB SEMANTICS

1570-8268

Computer Science, Software Engineering

85.   

MATHEMATICAL PROGRAMMING

0025-5610

Computer Science, Software Engineering

86.   

MATHEMATICAL PROGRAMMING COMPUTATION

1867-2949

Computer Science, Software Engineering

87.   

MATHEMATICS AND COMPUTERS IN SIMULATION

0378-4754

Computer Science, Software Engineering

88.   

MULTIMEDIA TOOLS AND APPLICATIONS

1380-7501

Computer Science, Software Engineering

89.   

OPTIMIZATION METHODS & SOFTWARE

1055-6788

Computer Science, Software Engineering

90.   

PRESENCE-VIRTUAL AND AUGMENTED REALITY

1054-7460

Computer Science, Software Engineering

91.   

PROGRAMMING AND COMPUTER SOFTWARE

0361-7688

Computer Science, Software Engineering

92.   

RANDOM STRUCTURES & ALGORITHMS

1042-9832

Computer Science, Software Engineering

93.   

REQUIREMENTS ENGINEERING

0947-3602

Computer Science, Software Engineering

94.   

SCIENCE OF COMPUTER PROGRAMMING

0167-6423

Computer Science, Software Engineering

95.   

SCIENTIFIC PROGRAMMING

1058-9244

Computer Science, Software Engineering

96.   

SIAM JOURNAL ON IMAGING SCIENCES

1936-4954

Computer Science, Software Engineering

97.   

SIGMOD RECORD

0163-5808

Computer Science, Software Engineering

98.   

SIMULATION MODELLING PRACTICE AND THEORY

1569-190X

Computer Science, Software Engineering

99.   

SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL

0037-5497

Computer Science, Software Engineering

100.                    

SOFTWARE AND SYSTEMS MODELING

1619-1366

Computer Science, Software Engineering

101.                    

SOFTWARE-PRACTICE & EXPERIENCE

0038-0644

Computer Science, Software Engineering

102.                    

SOFTWARE QUALITY JOURNAL

0963-9314

Computer Science, Software Engineering

103.                    

SOFTWARE TESTING VERIFICATION & RELIABILITY

0960-0833

Computer Science, Software Engineering

104.                    

SOFTWAREX

2352-7110

Computer Science, Software Engineering

105.                    

THEORY AND PRACTICE OF LOGIC PROGRAMMING

1471-0684

Computer Science, Software Engineering

106.                    

TSINGHUA SCIENCE AND TECHNOLOGY

1007-0214

Computer Science, Software Engineering

107.                    

VIRTUAL REALITY

1359-4338

Computer Science, Software Engineering

108.                    

VISUAL COMPUTER

0178-2789

Computer Science, Software Engineering

109.                    

WORLD WIDE WEB-INTERNET AND WEB INFORMATION SYSTEMS

1386-145X

Computer Science, Software Engineering

 

Important Research Topics