{"schema_version":1,"url":"https://uwcourses.com/courses/COMPSCI_ECE_750","title":"COMPSCI/ECE 750: Real-time Computing Systems | UW–Madison","dataset":{"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349","repository":"twangodev/uwcourses","schema_version":6,"importer_version":"7","projection_id":"52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07","observed_at":"2026-09-07T15:55:43.033547+00:00","built_at":"2026-09-10T19:50:42.743001+00:00","courses":8951,"current_instructors":5754,"limited":false,"terms":["1272","1264","1262","1254","1252","1244","1242","1234","1232","1224","1222","1212","1204","1202","1194","1192","1184","1182","1174","1172","1164","1162","1154","1152","1144","1142","1134","1132","1124","1122","1114","1112","1104","1102","1094","1092","1084","1082","1074","1072"],"term":"1272","departments":[{"subject":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"b515fa6138f49da9e065efa8f0fd4d319bd471c7e95cbccb034df47c202e4087","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","catalog_version_id":"391d42a09aed6ce8f79bf557740c0b2cfe90964067d577fdddd8ec5ea5ababff","course_number":750,"subjects":["COMPSCI","ECE"],"title":"REAL-TIME COMPUTING SYSTEMS","description":"Introduction to the unique issues in the design and analysis of computer systems for real-time applications. Hardware and software support for guaranteeing timeliness with and without failures. Resource management, time-constrained communication, scheduling and imprecise computations, real-time kernels and case studies.  Students are strongly encouraged to have knowledge of computer architecture (e.g.,E C E/​COMP SCI  552) and operating system functions (e.g.,COMP SCI 537)","requirements_text":"Graduate/professional standing","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"9eba98f263e5568dad2eeed5daa8c12573e4ec4570cf66120d7cf14251d04b59","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"COMPSCI/ECE 750 covers the design and analysis of real-time computing systems, focusing on timeliness guarantees, resource management, and scheduling.","llm_topics":["Timeliness guarantees and fault tolerance","Resource management and time-constrained communication","Scheduling and real-time kernels","Real-time system case studies"],"llm_skills":["Guaranteeing timeliness in system design","Resource management and scheduling for real-time applications","Design and analysis of real-time computer systems"],"llm_assumed_background":["Computer architecture and operating system functions","Computer architecture fundamentals","Operating system internals and scheduling"],"llm_search_phrases":["real-time systems design","real-time computing","scheduling algorithms","real-time kernels","timeliness guarantees"],"llm_requirements_status":"valid","llm_student_summary_status":"valid","llm_experience_status":"valid","catalog_variants":[],"student_summary":{"context_hash":"54bf3293659f5671a1219bb93f62da6a652840f8f355716be3d490e811640c32","course_id":"COMPSCI/ECE 750","current_instructors":[],"difficulty_workload":[{"citations":[{"instructor_name":"Parmesh Ramanathan","review_date":"2018-04-18 11:58:32 +0000 UTC","review_id":"9dda0ab24768fdc906c3e018","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:869246","source_review_id":"UmF0aW5nLTI5ODMwODI0","source_url":"https://www.ratemyprofessors.com/professor/869246","type":"review"}],"text":"Historical reviews of Parmesh Ramanathan: The workload is primarily composed of exams and a research project."}],"errors":[],"historical_context":[{"citations":[{"instructor_name":"Robert Nowak","review_date":"2014-06-08 10:09:14 +0000 UTC","review_id":"49ed8205db037a1796048d78","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:329243","source_review_id":"UmF0aW5nLTIzMzU0NDY5","source_url":"https://www.ratemyprofessors.com/professor/329243","type":"review"}],"text":"Robert Nowak is described as a great teacher by one historical reviewer."}],"message":null,"offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"instructor_name":"Parmesh Ramanathan","review_date":"2018-04-18 11:58:32 +0000 UTC","review_id":"9dda0ab24768fdc906c3e018","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:869246","source_review_id":"UmF0aW5nLTI5ODMwODI0","source_url":"https://www.ratemyprofessors.com/professor/869246","type":"review"}],"text":"Historical reviews of Parmesh Ramanathan: Parmesh Ramanathan makes Real Time Systems interesting by reducing boring papers to intuitive concepts, with a workload focused on exams and a research project."},{"citations":[{"course_id":"COMPSCI/ECE 750","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d22baad8-ed20-3a94-ad38-626008aaadf7","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1172","type":"grade"},{"course_id":"COMPSCI/ECE 750","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d22baad8-ed20-3a94-ad38-626008aaadf7","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1222","type":"grade"},{"course_id":"COMPSCI/ECE 750","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"d22baad8-ed20-3a94-ad38-626008aaadf7","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1244","type":"grade"}],"text":"Recent recorded grades — Fall 2016: 3.59 GPA, 68.8% A/AB (n=16 letter grades); Fall 2021: 3.65 GPA, 82.4% A/AB (n=17 letter grades); Spring 2024: 3.60 GPA, 75.0% A/AB (n=20 letter grades)."}],"student_experience":[{"citations":[{"instructor_name":"Parmesh Ramanathan","review_date":"2018-04-18 11:58:32 +0000 UTC","review_id":"9dda0ab24768fdc906c3e018","run_id":"20260907T155543-ce3781c4","source_instructor_id":"rmp:869246","source_review_id":"UmF0aW5nLTI5ODMwODI0","source_url":"https://www.ratemyprofessors.com/professor/869246","type":"review"}],"text":"Historical reviews of Parmesh Ramanathan: The class is described as interesting, with the instructor effectively simplifying complex papers into intuitive concepts."}],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":[],"condition":"Graduate/professional standing","course":null,"evidence":"Graduate/professional standing","id":"n0","kind":"condition"}],"notes":["The requirements text only specifies 'Graduate/professional standing'.","The description recommends knowledge of ECE/COMP SCI 552 and COMP SCI 537, but these are not formal prerequisites listed in the requirements text."],"root":"n0","status":"parsed"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_07c6baea72c5f093013e2a94","source":"madgrades","source_instructor_id":"2601167","identity_basis":"source_id","identity_status":"source_identified","name":"PARAMESWARAN RAMANATHAN","email":null,"first_observed_at":"2026-09-06 23:14:58.172943+00:00","last_observed_at":"2026-09-07 15:55:43.033547+00:00","grade_statistics":{"gpa":3.298,"graded":1405,"counts":[515,320,289,138,108,25,10],"sections":163},"instructor_url":"/instructors/PARAMESWARAN_RAMANATHAN"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1112","term_name":"Fall 2010","instructors":["PARAMESWARAN RAMANATHAN"],"a":9,"ab":8,"b":5,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":22,"source_aliases":["COMPSCI/ECE 750"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1132","term_name":"Fall 2012","instructors":["PARAMESWARAN RAMANATHAN"],"a":5,"ab":7,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":15,"source_aliases":["COMPSCI/ECE 750"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1144","term_name":"Spring 2014","instructors":["PARAMESWARAN RAMANATHAN"],"a":18,"ab":9,"b":7,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":34,"source_aliases":["COMPSCI/ECE 750"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1172","term_name":"Fall 2016","instructors":["PARAMESWARAN RAMANATHAN"],"a":9,"ab":2,"b":4,"bc":1,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":16,"source_aliases":["COMPSCI/ECE 750"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1222","term_name":"Fall 2021","instructors":["PARAMESWARAN RAMANATHAN"],"a":8,"ab":6,"b":3,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":17,"source_aliases":["COMPSCI/ECE 750"]},{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"COMPSCI/ECE 750","course_uid":"course_e0dea279cb4bde9b3cec752e","term_id":"1244","term_name":"Spring 2024","instructors":["PARAMESWARAN RAMANATHAN"],"a":9,"ab":6,"b":5,"bc":0,"c":0,"d":0,"f":0,"satisfactory":0,"unsatisfactory":0,"credit":0,"no_credit":0,"passed":0,"incomplete":0,"no_work":0,"not_reported":0,"other":0,"total":20,"source_aliases":["COMPSCI/ECE 750"]}],"statistics":{"gpa":3.617,"graded":124,"counts":[58,38,27,1,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e0dea279cb4bde9b3cec752e-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e0dea279cb4bde9b3cec752e-0.json"],"reviews":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_e0dea279cb4bde9b3cec752e-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e0dea279cb4bde9b3cec752e-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.6169354838709675,"count":124,"university":{"size":3199,"gpaPercentile":45,"countPercentile":60,"medianCount":93,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":20,"current":false},{"range":"2.8–3.2","count":349,"current":false},{"range":"3.2–3.6","count":1008,"current":false},{"range":"3.6–4.0","count":1822,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":80,"gpaPercentile":57,"countPercentile":41,"medianCount":158.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":15,"current":false},{"range":"3.2–3.6","count":28,"current":false},{"range":"3.6–4.0","count":37,"current":true}]}},{"subject":"ECE","comparison":{"size":90,"gpaPercentile":58,"countPercentile":57,"medianCount":106,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":0,"current":false},{"range":"2.8–3.2","count":12,"current":false},{"range":"3.2–3.6","count":40,"current":false},{"range":"3.6–4.0","count":38,"current":true}]}}]},"terms":{"1112":{"term":"1112","gpa":3.590909090909091,"count":22,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1132":{"term":"1132","gpa":3.566666666666667,"count":15,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1144":{"term":"1144","gpa":3.661764705882353,"count":34,"university":{"size":878,"gpaPercentile":70,"countPercentile":9,"medianCount":64,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":4,"current":false},{"range":"2.4–2.8","count":30,"current":false},{"range":"2.8–3.2","count":243,"current":false},{"range":"3.2–3.6","count":302,"current":false},{"range":"3.6–4.0","count":299,"current":true}]},"departments":[{"subject":"COMPSCI","comparison":{"size":26,"gpaPercentile":92,"countPercentile":4,"medianCount":70.5,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":11,"current":false},{"range":"3.2–3.6","count":9,"current":false},{"range":"3.6–4.0","count":5,"current":true}]}},{"subject":"ECE","comparison":{"size":29,"gpaPercentile":79,"countPercentile":4,"medianCount":59,"histogram":[{"range":"0.0–0.4","count":0,"current":false},{"range":"0.4–0.8","count":0,"current":false},{"range":"0.8–1.2","count":0,"current":false},{"range":"1.2–1.6","count":0,"current":false},{"range":"1.6–2.0","count":0,"current":false},{"range":"2.0–2.4","count":0,"current":false},{"range":"2.4–2.8","count":1,"current":false},{"range":"2.8–3.2","count":7,"current":false},{"range":"3.2–3.6","count":13,"current":false},{"range":"3.6–4.0","count":8,"current":true}]}}]},"1172":{"term":"1172","gpa":3.59375,"count":16,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1222":{"term":"1222","gpa":3.6470588235294117,"count":17,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]},"1244":{"term":"1244","gpa":3.6,"count":20,"university":null,"departments":[{"subject":"COMPSCI","comparison":null},{"subject":"ECE","comparison":null}]}},"benchmarks":{"all":{"school":{"size":3199,"gpa":3.608006783931437,"topShare":78.50865536504874,"count":93},"COMPSCI":{"size":80,"gpa":3.523553692089758,"topShare":74.31589789265738,"count":158.5},"ECE":{"size":90,"gpa":3.5379912237558453,"topShare":73.54742117162326,"count":106}},"terms":{"1112":{"school":{"size":805,"gpa":3.3737773184830386,"topShare":63.91039244872789,"count":66},"COMPSCI":{"size":27,"gpa":3.2907039795974518,"topShare":61.485726181424475,"count":41},"ECE":{"size":27,"gpa":3.2587548172943666,"topShare":57.4110194229183,"count":42}},"1132":{"school":{"size":851,"gpa":3.391128778809763,"topShare":64.69509437122704,"count":66},"COMPSCI":{"size":23,"gpa":3.2325357852525465,"topShare":57.33650851473996,"count":56},"ECE":{"size":31,"gpa":3.341669205733449,"topShare":60.24866562304859,"count":53}},"1144":{"school":{"size":878,"gpa":3.4092443327803017,"topShare":65.95978235963416,"count":64},"COMPSCI":{"size":26,"gpa":3.263233863996996,"topShare":58.711877593449,"count":70.5},"ECE":{"size":29,"gpa":3.3963570521991486,"topShare":65.23099367558979,"count":59}},"1172":{"school":{"size":991,"gpa":3.465129042641772,"topShare":69.42600667567366,"count":67},"COMPSCI":{"size":31,"gpa":3.3325489227746874,"topShare":61.97665055034616,"count":74},"ECE":{"size":35,"gpa":3.3883507843058354,"topShare":63.7905998393372,"count":72}},"1222":{"school":{"size":1157,"gpa":3.563052311875811,"topShare":76.64869058732418,"count":64},"COMPSCI":{"size":46,"gpa":3.4266761668874532,"topShare":68.93117403010548,"count":94.5},"ECE":{"size":41,"gpa":3.502469130958549,"topShare":72.06914460291064,"count":70}},"1244":{"school":{"size":1241,"gpa":3.5975573126929192,"topShare":78.29036874847135,"count":65},"COMPSCI":{"size":46,"gpa":3.477413782571094,"topShare":70.8725394264854,"count":116},"ECE":{"size":38,"gpa":3.554019248602149,"topShare":75.22296238620345,"count":83.5}}}}},"instructorTrends":[{"uid":"instructor_07c6baea72c5f093013e2a94","name":"PARAMESWARAN RAMANATHAN","count":124,"terms":[{"term":"1112","count":22,"sections":1,"gpa":3.590909090909091},{"term":"1132","count":15,"sections":1,"gpa":3.566666666666667},{"term":"1144","count":34,"sections":1,"gpa":3.661764705882353},{"term":"1172","count":16,"sections":1,"gpa":3.59375},{"term":"1222","count":17,"sections":1,"gpa":3.6470588235294117},{"term":"1244","count":20,"sections":1,"gpa":3.6}]}],"following":[],"projection":null}}