Prosecution Insights
Last updated: July 17, 2026

Renaissance Ip Law Group LLP (Ssi)

57 pending office actions • 2 clients • 54 examiners • 31 art units • 20 of 57 (35%) have an AI response strategy ready • 102 patents granted in the last 365 days

Quality Metrics (n=2051 apps, methodology: how we score firms)

96.7%
Allowance Rate
n=2051
+0.52σ
Allowance Rate (norm)
n=2051
3.8
OAs to Allowance
n=888
+0.20σ
OAs to Allow (norm)
n=888
937 days
Time to Allowance
n=888
+1.7pp
Interview Lift
n=2051
41.6%
RCE Rate
n=2051
1.2%
Appeal Rate
n=2051

Rejection Performance (% of received rejections ultimately overcome)

88.4%
§101 Overcome
n=43
85.6%
§102 Overcome
n=174
83.8%
§103 Overcome
n=685
90.6%
§112 Overcome
n=106

Specialization & Scale

G06F, H04L, G06N
Top CPC Subclasses
49%
Top-3 CPC Share
n=2051
0
Practitioners
n=2051
Apps / Practitioner
n=2051 (min 20)

Portfolio Summary

57
Total Pending OAs
28
Non-Final OAs
25
Final Rejections
4
Advisory / Quayle

Response Deadline Pressure

Based on the USPTO statutory response window for each pending office action. 22 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.

14
Overdue
1
Due this week
3
Due this month
2
Due in next 60 days
2
Due later

Deadline Fire Line

Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 22 of the docket's apps have a known mailing date.

-30dToday30d60d90d120d
Overdue (14)Due ≤ 7 days (1)Due ≤ 30 days (3)Due ≤ 60 days (2)Due later (2)

Case Difficulty Mix

Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.

0
Hard (0%)
43
Medium (75%)
4
Easy (7%)
10
Unknown (18%)

Rejection Statute Mix

BucketCases
§103 only37 (65%)
§102 only6 (11%)
§112 only3 (5%)
Double-patenting only1 (2%)
No statute on record10 (18%)

Industry Mix

How the docket's pending cases split across USPTO tech-center bands.

0
Life Sciences
0% of docket
42
Information Tech
74% of docket
3
Communications
5% of docket
4
Semiconductors
7% of docket
0
Mechanical / Eng
0% of docket
8
Business / Other
14% of docket

Time-on-OA Estimate

Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.

570 h
Manual time on pending OAs
114 h
Time saved (low, 20%)
200 h
Time saved (mid, 35%)
5.0 wks
FTE-weeks freed (mid)

Top Examiners on this docket

ExaminerApps on this docketAllow rateInterview lift
GUYTON, PHILIP A 2 83.9% +8.3%
RONES, CHARLES 2 22.9% +27.5%
CHU JOY, JORGE A 2 77.2% +35.6%
GOLDSCHMIDT, CRAIG S 1 73.6% +31.4%
KIM, PAUL 1 73.1% +19.9%
LUGO, DAVID B 1 79.1% +1.6%
RIGOL, YAIMA 1 75.2% +17.5%
LEUNG, CHRISTINA Y 1 77.6% -0.6%
NGUYEN, THAN VINH 1 90.9% +4.2%
AGHDAM, FRESHTEH N 1 82.8% +5.1%

Quick Wins (2)

Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
17827657 SYSTEMS, METHODS, AND DEVICES FOR FAULT RESILIENT STORAGE GUYTON, PHILIP A 31d overdue
18953042 HBM RAS CACHE ARCHITECTURE GUYTON, PHILIP A

Hard Cases (2)

Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.

App #TitleExaminerDue in
18595396 DUAL MODE STORAGE DEVICE RONES, CHARLES 23d overdue
18206068 DATA MANAGEMENT SCHEME IN VIRTUALIZED HYPERSCALE ENVIRONMENTS RONES, CHARLES 17d overdue

Interview Candidates (7)

Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 7 ordered by deadline are shown.

App #TitleExaminerDue in
18595396 DUAL MODE STORAGE DEVICE RONES, CHARLES 23d overdue
18206068 DATA MANAGEMENT SCHEME IN VIRTUALIZED HYPERSCALE ENVIRONMENTS RONES, CHARLES 17d overdue
17941002 SYSTEMS, METHODS, AND APPARATUS FOR MANAGING RESOURCES FOR COMPUTATIONAL DEVICES CHU JOY, JORGE A 29d
19178864 Untitled GOLDSCHMIDT, CRAIG S
19281637 SYSTEMS, METHODS, AND APPARATUS FOR HIERARCHICAL AGGREGATION FOR COMPUTATIONAL STORAGE KIM, PAUL
19223000 SYSTEMS, METHODS, AND APPARATUS FOR MEMORY USAGE BASED ON DATA ACCESS CHARACTERISTICS AND MEMORY ENDURANCE CHARACTERISTICS RIGOL, YAIMA
18094342 COMPUTATIONAL STORAGE RESOURCE QUOTA MANAGEMENT CHU JOY, JORGE A

Client Portfolio (2 clients)

Client (Assignee)Pending OAs
Samsung 56
Rutgers University 1

Top Art Units

Art UnitApps
21376
21684
21384
21323
21833
21132
21752
21952
21822
26311

Pending Office Actions

App #TitleClientExaminerArt UnitStatutesStatusDue inAIFiled
19178864 Untitled Samsung Electronics Co., Ltd. GOLDSCHMIDT, CRAIG S 2132 Non-Final OA Pending
19281637 SYSTEMS, METHODS, AND APPARATUS FOR HIERARCHICAL AGGREGATION FOR COMPUTATIONAL STORAGE Samsung Electronics Co., Ltd. KIM, PAUL §102 Non-Final OA Pending Jul 26, 2025
19232855 ITERATIVE CHANNEL ESTIMATION FOR NEW RADIO (NR) Samsung Electronics Co., Ltd. LUGO, DAVID B 2631 Non-Final OA Pending Jun 09, 2025
19223000 SYSTEMS, METHODS, AND APPARATUS FOR MEMORY USAGE BASED ON DATA ACCESS CHARACTERISTICS AND MEMORY ENDURANCE CHARACTERISTICS Samsung Electronics Co., Ltd. RIGOL, YAIMA Non-Final OA Pending May 29, 2025
19200678 SYSTEM AND METHOD FOR A UNIFIED ARCHITECTURE MULTI-TASK DEEP LEARNING MACHINE FOR OBJECT RECOGNITION Samsung Electronics Co., Ltd. LEUNG, CHRISTINA Y 3991 DP Non-Final OA Pending May 07, 2025
19185170 SYSTEMS, METHODS, AND APPARATUS FOR DATA MODIFICATION WITH STORAGE DEVICE USING MEMORY ACCESS TECHNIQUE Samsung Electronics Co., Ltd. NGUYEN, THAN VINH Non-Final OA Pending Apr 21, 2025
19038665 SPURIOUS SPACE VEHICLE DETECTION VIA EXPLOITING KNOWLEDGE OF KNOWN BITS Samsung Electronics Co., Ltd. AGHDAM, FRESHTEH N 2632 Non-Final OA Pending Jan 27, 2025
18954500 SYSTEM AND METHODS FOR USING A DEVICE AS A SWAP AREA Samsung Electronics Co., Ltd. KHAN, MASUD K 2132 §103 Final Rejection 72d Pending Nov 20, 2024
18953055 SYSTEMS AND METHODS FOR GRAPH TRAVERSAL FOR APPROXIMATE NEAREST NEIGHBOR SEARCH Samsung Electronics Co., Ltd. HOANG, KEN 2168 §112 Final Rejection Pending Nov 19, 2024
18953042 HBM RAS CACHE ARCHITECTURE Samsung Electronics Co., Ltd. GUYTON, PHILIP A 2113 §103 Final Rejection Pending Nov 19, 2024
18943849 SYSTEMS, METHODS, AND APPARATUS FOR USING ON-DIE PROTOCOL WITH DIE-TO-DIE SYSTEM Samsung Electronics Co., Ltd. SUN, MICHAEL 2183 §103 Non-Final OA 41d AI Ready Nov 11, 2024
18935413 SYSTEMS, METHODS, AND APPARATUS FOR MEMORY DEVICE WITH DATA SECURITY PROTECTION Samsung Electronics Co., Ltd. LEUNG, ROBERT B 2494 §103 Non-Final OA AI Ready Nov 01, 2024
18926110 SYSTEMS, METHODS, AND APPARATUS FOR CACHING ON A STORAGE DEVICE Samsung Electronics Co., Ltd. TALUKDAR, ARVIND 2132 §103 Final Rejection Pending Oct 24, 2024
18925003 READ STREAMING Samsung Electronics Co., Ltd. FARROKH, HASHEM 2138 §103 Final Rejection Pending Oct 23, 2024
18895378 FABRIC-BASED COMPUTE Samsung Electronics Co., Ltd. IBRAHIM, MOHAMED 2444 §103 Final Rejection Pending Sep 24, 2024
18887025 PROGRESSIVE METALENS FOR SENSING SYSTEM Samsung Electronics Co., Ltd. ALEXANDER, WILLIAM R §102 Non-Final OA Pending Sep 16, 2024
18814457 SYSTEMS, METHODS, AND APPARATUS FOR MEMORY ALLOCATION FOR A MEMORY DEVICE Samsung Electronics Co., Ltd. PINGA, JASON MICHAEL 2137 §103 Final Rejection 9d AI Ready Aug 23, 2024
18805524 METHODS TO CONFIGURE AND ACCESS SCALABLE OBJECT STORES USING KV-SSDS AND HYBRID BACKEND STORAGE TIERS OF KV-SSDS, NVME-SSDS AND OTHER FLASH DEVICES Samsung Electronics Co., Ltd. YU, JAE UN 2138 §103 Final Rejection 9d overdue AI Ready Aug 14, 2024
18793347 APPARATUS AND METHOD FOR SCHEDULING AND ARBITRATION QOS IMPROVEMENT BY EARLY FEEDBACK Samsung Electronics Co., Ltd. SAIN, GAUTAM 2135 §103 Non-Final OA 1d overdue AI Ready Aug 02, 2024
18793746 SYSTEMS, METHODS, AND APPARATUS FOR A CACHE MANAGEMENT POLICY FOR MEMORY CACHES Samsung Electronics Co., Ltd. CHAN, TRACY C 2138 §103 Non-Final OA 45d overdue AI Ready Aug 02, 2024
18789655 RELIABLE MULTICAST TRAFFIC IN MULTI-PATH HIGH-PERFORMANCE COMPUTING NETWORKS Samsung Electronics Co., Ltd. SAIFUDDIN, AHMED §103 Non-Final OA Pending Jul 30, 2024
18757476 SYSTEM AND METHOD FOR APPLICATION AGNOSTIC DEVICE CACHE FOR TIERED MEMORY DEVICE Samsung Electronics Co., Ltd. THAMMAVONG, PRASITH 2137 §102 Non-Final OA 46d Pending Jun 27, 2024
18668063 COLLABORATIVE CACHING EXPLOITING NEAR-STORAGE MEMORY Rutgers, The State University Of New Jersey SIMONETTI, NICHOLAS J 2137 §102 Final Rejection Pending May 17, 2024
18651684 PHASE MODULATING THIN FILM FOR LONG-WAVE INFRARED THERMAL IMAGING Samsung Electronics Co., Ltd. ARTMAN, THOMAS R 2884 §112 Non-Final OA Pending Apr 30, 2024
18642768 UNIVERSAL MECHANISM TO ACCESS AND CONTROL A COMPUTATIONAL DEVICE Samsung Electronics Co., Ltd. TSENG, CHENG YUAN 2615 §103 Final Rejection 10d overdue AI Ready Apr 22, 2024
18627438 SYSTEMS, METHODS, AND APPARATUS FOR COMPUTATIONAL DEVICE COMMUNICATION USING A COHERENT INTERFACE Samsung Electronics Co., Ltd. BELKHAYAT, ZAKARIA MOHAMMED 2139 §103 Non-Final OA 35d overdue AI Ready Apr 04, 2024
18625690 SEMICONDUCTOR DEVICE INCLUDING INTERCONNECT PACKAGE WITH CAPACITOR EMBEDDED THEREIN Samsung Electronics Co., Ltd. WOLDEGEORGIS, ERMIAS T §103 Non-Final OA Pending Apr 03, 2024
18616153 MEMORY MANAGEMENT BASED ON BACKGROUND EVICTION Samsung Electronics Co., Ltd. WARREN, TRACY A 2137 §103 Final Rejection AI Ready Mar 25, 2024
18595396 DUAL MODE STORAGE DEVICE Samsung Electronics Co., Ltd. RONES, CHARLES 2168 §103 Non-Final OA 23d overdue AI Ready Mar 04, 2024
18420750 POWER MONITORING AND MANAGEMENT OF ENCLOSURES AND DEVICES Samsung Electronics Co., Ltd. CHOUDHURY, ZAHID 2175 §103 Final Rejection Pending Jan 23, 2024
18408561 RESOURCE ALLOCATION MECHANISM FOR SCAN APPLICATION PROGRAMMING INTERFACE (API) Samsung Electronics Co., Ltd. SWIFT, CHARLES M 2196 Non-Final OA Pending Jan 09, 2024
18406132 PROGRESSIVE TRANSMIT DELAYS FOR SYSTEMATIC TIME-DEPENDENT ERROR ELIMINATION IN LiDAR Samsung Electronics Co., Ltd. PARK, HYUN D 2857 Non-Final OA Pending Jan 06, 2024
18406133 UP AND DOWN COUNTING FOR EFFICIENT LASER SPOT FINDING IN LiDAR Samsung Electronics Co., Ltd. HODGES, SUSAN E Non-Final OA Pending Jan 06, 2024
18521875 SYSTEMS, METHODS, AND APPARATUS FOR MEMORY PROTECTION FOR COMPUTATIONAL STORAGE DEVICES Samsung Electronics Co., Ltd. NIPA, WASIKA 2433 §103 Non-Final OA Pending Nov 28, 2023
18513507 HOST-DEVICE GARBAGE COLLECTION COORDINATION FOR STORAGE DEVICES Samsung Electronics Co., Ltd. PARIKH, KALPIT 2137 §103 Final Rejection 45d overdue AI Ready Nov 17, 2023
18513501 SYSTEMS AND METHODS FOR DATABASE ACCELERATION Samsung Electronics Co., Ltd. PARK, GRACE A 2144 §103 Final Rejection AI Ready Nov 17, 2023
18368556 SYSTEMS, METHODS, AND APPARATUS FOR REMOTE MEMORY ACCESS BY NODES Samsung Electronics Co., Ltd. WU, STEPHANIE 2133 §103 Final Rejection Pending Sep 14, 2023
18226758 SYSTEM AND METHOD FOR PROCESSING EMBEDDINGS Samsung Electronics Co., Ltd. HALE, BROOKS T 2166 §103 Final Rejection 45d overdue AI Ready Jul 26, 2023
18225097 DYNAMIC DIFFRACTIVE OPTICAL PATTERN GENERATOR Samsung Electronics Co., Ltd. MERLIN, JESSICA M 2871 §103 Non-Final OA 83d Pending Jul 21, 2023
18206068 DATA MANAGEMENT SCHEME IN VIRTUALIZED HYPERSCALE ENVIRONMENTS Samsung Electronics Co., Ltd. RONES, CHARLES 2168 Final Rejection 17d overdue AI Ready Jun 05, 2023
18122700 SYSTEM AND METHOD FOR PRESERVING WIRELESS TRANSMISSIONS Samsung Electronics Co., Ltd. KWOH, JASPER C 2415 §103 Final Rejection 103d overdue AI Ready Mar 16, 2023
18116839 PERPENDICULAR SHAPE ANISOTROPY DESIGN WITH REDUCED AEX Samsung Electronics Co., Ltd. MILLER, JAMI VALENTINE 2818 §102 Final Rejection Pending Mar 02, 2023
18108575 SYSTEMS AND METHODS FOR INTEGRATING A COMPUTE RESOURCE WITH A STORAGE DEVICE Samsung Electronics Co., Ltd. PHAN, RAYMOND NGAN 2175 Other Non-Final OA Pending Feb 10, 2023
18094342 COMPUTATIONAL STORAGE RESOURCE QUOTA MANAGEMENT Samsung Electronics Co., Ltd. CHU JOY, JORGE A 2195 §103 Final Rejection Pending Jan 06, 2023
18074360 SYSTEMS, METHODS, AND DEVICES FOR CONTENT DISTRIBUTION USING STORAGE DEVICE WITH NETWORK INTERFACE Samsung Electronics Co., Ltd. GIROUARD, JANICE MARIE 2138 §103 Final Rejection 22d AI Ready Dec 02, 2022
18074445 MODULAR SYSTEM (SWITCHBOARDS AND MID-PLANE) FOR SUPPORTING 50G OR 100G ETHERNET SPEEDS OF FPGA+SSD Samsung Electronics Co., Ltd. PEYTON, TAMMARA R 2184 §103 Non-Final OA Pending Dec 02, 2022
17989675 EXTREME SPARSE DEEP LEARNING EDGE INFERENCE ACCELERATOR Samsung Electronics Co., Ltd. PETRANEK, JACOB ANDREW 2183 §103 Final Rejection 26d overdue Pending Nov 17, 2022
17988748 SYSTEMS AND METHODS FOR USING A STORAGE DEVICE AS PERSISTENT MEMORY Samsung Electronics Co., Ltd. DOAN, HAN V 2137 §103 Non-Final OA 15d overdue AI Ready Nov 16, 2022
17980544 WEIGHT-SPARSE NPU WITH FINE-GRAINED STRUCTURED SPARSITY Samsung Electronics Co., Ltd. LAROCQUE, EMILY E 2182 §112 Non-Final OA Pending Nov 03, 2022
17980541 HYBRID-SPARSE NPU WITH FINE-GRAINED STRUCTURED SPARSITY Samsung Electronics Co., Ltd. KIM, HARRISON CHAN YOUNG 2145 §103 Non-Final OA AI Ready Nov 03, 2022
17959291 SYSTEMS, METHODS, AND APPARATUS FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING FOR A PHYSICAL LAYER OF COMMUNICATION SYSTEM Samsung Electronics Co., Ltd. CHANG, JUNGWON 2454 §103 Non-Final OA 6d AI Ready Oct 03, 2022
17941002 SYSTEMS, METHODS, AND APPARATUS FOR MANAGING RESOURCES FOR COMPUTATIONAL DEVICES Samsung Electronics Co., Ltd. CHU JOY, JORGE A 2195 §103 Non-Final OA 29d AI Ready Sep 08, 2022
17827657 SYSTEMS, METHODS, AND DEVICES FOR FAULT RESILIENT STORAGE Samsung Electronics Co., Ltd. GUYTON, PHILIP A 2113 §103 Non-Final OA 31d overdue Pending May 27, 2022
17722299 OPTIMIZED NEURAL NETWORK INPUT STRIDE METHOD AND APPARATUS Samsung Electronics Co., Ltd. DUONG, HUY 2182 §102 Final Rejection Pending Apr 15, 2022
17686404 SYSTEMS, METHODS, AND APPARATUS FOR COORDINATING COMPUTATION SYSTEMS Samsung Electronics Co., Ltd. DOMAN, SHAWN 2183 §103 Non-Final OA 44d overdue Pending Mar 03, 2022
17532844 SELF-HEALING SOLID STATE DRIVES (SSDS) Samsung Electronics Co., Ltd. HEADLY, MELISSA A 2197 §103 Final Rejection Pending Nov 22, 2021
17347550 UNIFIED ADDRESSING AND HIERARCHICAL HETEROGENEOUS STORAGE AND MEMORY Samsung Electronics Co., Ltd. MENG, JAU SHYA 2168 §103 Final Rejection Pending Jun 14, 2021

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