I. INTRODUCTION

II. RELATED SURVEYS AND SCOPE OF THIS SURVEY

III. NETWORK MEASUREMENT 101

IV. DATA CENTERS 101

V. DATA CENTER NETWORK TRAFFIC CHARACTERISTICS

VI. CLUSTER WORKLOADS IN DATA CENTERS

VII. NETWORK MONITORING SYSTEMS

VIII. CLUSTER SCHEDULING

IX. FUTURE DIRECTIONS AND CONCLUSION