From cf812b6264f7f64594e3b95c196d546d2742718b Mon Sep 17 00:00:00 2001 From: Gahow Wang Date: Fri, 29 May 2026 18:19:39 +0800 Subject: [PATCH] Workload characterization C1-C3 on full production trace Joint/temporal characterizations of the full 051315 cluster trace (2.11M req / 1.31M sessions / 2h), beyond the existing single-variable marginals: - C1 mixture: 90.3% sessions single-turn, but multi-turn (9.7%) = 44% reqs / 67% prefill mass; continuation hazard rises 10%->94% (Lindy); heaviness unpredictable at turn 1 (corr 0.04-0.15) => reactive routing justified. - C2 resident/delta: resident context 11k->56k while new-prefill 2.7k->~200; per-turn reuse ->99.6%; resident/delta ("PD tax") ->~250-450x. - C3 prefill/decode: token mass 98.7% input / 1.3% output, BUT decode ~70% of TIME (robust 68-71%); "decode negligible" is wrong (tokens != time). Correct colo argument = roofline complementarity, not "no decode". Maps each to (1) PD-colocation and (2) routing. compute_chars.py + chars.json + figs/workload_chars/. Raw-file exact validation (cached_tokens, real timings) pending. Co-Authored-By: Claude Opus 4.8 --- analysis/workload_chars/README.md | 81 ++ analysis/workload_chars/chars.json | 964 ++++++++++++++++++ analysis/workload_chars/compute_chars.py | 180 ++++ figs/workload_chars/c1_session_mixture.png | Bin 0 -> 113865 bytes figs/workload_chars/c2_work_amortization.png | Bin 0 -> 110825 bytes .../c3_prefill_decode_balance.png | Bin 0 -> 91244 bytes 6 files changed, 1225 insertions(+) create mode 100644 analysis/workload_chars/README.md create mode 100644 analysis/workload_chars/chars.json create mode 100644 analysis/workload_chars/compute_chars.py create mode 100644 figs/workload_chars/c1_session_mixture.png create mode 100644 figs/workload_chars/c2_work_amortization.png create mode 100644 figs/workload_chars/c3_prefill_decode_balance.png diff --git a/analysis/workload_chars/README.md b/analysis/workload_chars/README.md new file mode 100644 index 0000000..c13774c --- /dev/null +++ b/analysis/workload_chars/README.md @@ -0,0 +1,81 @@ +# Agentic workload characterization C1–C3 (full 051315 production trace) + +Date 2026-05-29. Source: `trace-glm5.1-formatted/051315-051317.jsonl` on dash1 +(release file, 2,114,220 requests / 1,307,276 sessions / 2h, type=100% `coder`). +This release file **is the full cluster-level production trace** — session skew +reproduces 46.5/66.5/74.6/87.5/96.0 exactly. Compute: `compute_chars.py` +(2-pass, ~65s, `~/ali-trace/.venv` python). Numbers: `chars.json`. + +> ⚠️ **Cluster-level, not per-instance.** This is one cluster's aggregate stream. +> Concurrent-session counts have NO denominator of "8 instances" — do not compare +> them to a single deployment's instance count. + +These three are NOT in the existing 13 analyzer figures (which are single-variable +marginals on the older 041x traces). C1–C3 are joint/temporal and argument-bearing. + +## C1 — the workload is a MIXTURE, not "multi-turn agentic" (`c1_session_mixture.png`) + +- **90.3%** of sessions are single-turn; mean 1.62 turns, p99=18, max=3091. +- But multi-turn sessions (9.7%) = **44.2% of requests** and **66.9% of input + (prefill) mass**. Single-turn = **60.2% of output (decode) mass**. +- Continuation hazard P(reach k+1 | reached k): turn1→2 only **10.2%**, but + turn2→3 50.6%, turn5→6 87%, turn12→13 **94.3%** (Lindy / Pareto). +- Predictability of heaviness at cold-start is near-zero: + corr(turn1_input, session_mass)=0.15, corr(turn1_input, n_turns)=**0.04**. + +**Routing:** heaviness is unpredictable at session start → proactive placement +cannot pre-empt hot-pin → a REACTIVE mechanism (observable-load routing / +migration) is required. But once a session has shown depth, it almost surely +continues → "observed accumulated load" is the signal that works (not turn-1 +features, not cost-model prediction). The single/multi optimal strategies are +opposite (load-balance the 90% one-shot sea vs affinity-pin the deep tail) and +you can't tell them apart at turn 1 → the only viable policy starts everyone +load-balanced and becomes sticky as turns accrue. This is exactly LPWL's +emergent behavior (`new_uncached≈input`→by-load; `new_uncached≈0`→sticks), so +C1 explains *why* a cache-aware-load score is the right shape — it auto-segments +the mixture with no classifier. + +## C2 — marginal work collapses while resident state explodes (`c2_work_amortization.png`) + +Per turn: resident context grows 11k→56k+ tokens while new prefill collapses +2.7k→~200 tokens; per-turn reuse climbs 83%→**99.6%**; resident/new ratio +("the PD tax") grows to ~250× by turn 12, ~450× by turn 30. + +**PD-colocation:** the dominant cost is keeping ~50k+ resident KV available for +the next turn's tiny delta. Disaggregation physically splits a turn's prefill-KV +(P) and decode-KV (D), and the next turn's prefix = [prevPrompt + prevAnswer] +spans both → must be gathered/transferred; colocation keeps it local for free. +**Routing:** route on delta (`input − cache_hit`), never total input — C2 is the +trace-level justification for LPWL's score function. + +## C3 — prefill/decode BALANCE (honest reframe) (`c3_prefill_decode_balance.png`) + +- Token mass: 98.7% input / **1.3% output**; of input, 60% reused-prefix, 40% + new-prefill (28.6B new-prefill tokens vs 0.94B decode tokens). +- **But tokens ≠ time.** Under a per-request latency model (prefill@7k tok/s, + TPOT 10ms), aggregate decode-time share ≈ **70% (robust 68–71% across + constants)** — each decode token costs ~70–140× a prefill token. So this is + NOT a "decode is negligible" workload. +- Per-request the bottleneck FLIPS within a session: turn-1 (and the 90% + single-turn) is prefill-bound; turns ≥3 are strongly decode-bound. + +**PD-colocation (correct argument):** the workload has *substantial* work on both +sides of the roofline — compute-bound prefill (~30% of time) and memory-bound +decode (~70%). Colocation interleaves them on one GPU (chunked prefill + +continuous batching) so compute and HBM bandwidth are both used; static +disaggregation strands P-instances bandwidth-idle and D-instances compute-idle. +The earlier "decode is 1.3% so nothing to isolate" instinct was WRONG (token vs +time confusion) — C3b is the correction. + +**Caveat:** C3b's 70% is a per-request-latency-weighted estimate; batched decode +throughput will shift it. Ground-truth needs `-raw.jsonl` (`usage.cached_tokens` +for exact reuse; `backend_first_response_time_ms` / `total_cost_time_ms` for real +prefill vs decode wall time). Sampling that 522GB file is the next step. + +## Goal mapping + +| | argue PD-colocation | guide routing | +|---|---|---| +| C1 mixture + hazard | both segments favor colo (diff reasons) | reactive + auto-segment ⇒ LPWL shape | +| C2 resident/delta | the PD tax (transfer/split resident KV) | route on delta, not total | +| C3 prefill/decode | roofline complementarity (interleave) | per-req bottleneck flips within session | diff --git a/analysis/workload_chars/chars.json b/analysis/workload_chars/chars.json new file mode 100644 index 0000000..34a18d6 --- /dev/null +++ b/analysis/workload_chars/chars.json @@ -0,0 +1,964 @@ +{ + "mixture": { + "single_sessions": 1179990, + "multi_sessions": 127286, + "req_single_pct": 55.81207253738968, + "req_multi_pct": 44.187927462610325, + "in_single_pct": 33.12487590117447, + "in_multi_pct": 66.87512409882554, + "out_single_pct": 60.24502960903973, + "out_multi_pct": 39.75497039096027 + }, + "turns": { + "mean": 1.6172713336739908, + "p99": 18.0, + 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as st +from collections import defaultdict, Counter +import matplotlib; matplotlib.use("Agg") +import matplotlib.pyplot as plt +import numpy as np + +PATH="/home/admin/cpfs/wjh/ali-trace/trace-glm5.1-formatted/051315-051317.jsonl" +OUT="/tmp/wlc_out"; import os; os.makedirs(OUT, exist_ok=True) +BLOCK=512 +# --- transparent cost model for C3 (clearly-labeled estimate; raw-timing validation pending) --- +PREFILL_TOK_S=7000.0 # MB1: 32k->4.5s ~7100 tok/s effective on H20 / 30B-A3B +TPOT_S=0.010 # ~10ms/token decode (crossover unloaded ~5ms, loaded ~25ms) + +def pct(v,p): + if not v: return float('nan') + s=sorted(v);k=(len(s)-1)*p;f=int(k) + return s[f] if f+1>=len(s) else s[f]+(s[f+1]-s[f])*(k-f) + +# ---------- Pass A: structure (scalars only) ---------- +parents={}; recs={}; childcount=Counter() +for line in open(PATH): + if not line.strip(): continue + d=json.loads(line); cid=d["chat_id"]; pid=d["parent_chat_id"] + parents[cid]=pid + recs[cid]=(float(d["timestamp"]),int(d["input_length"]),int(d["output_length"]),int(d["turn"])) + if pid!="-1": childcount[pid]+=1 +print(f"[A] records={len(recs)}", file=sys.stderr) + +root_of={} +def root(cid): + path=[];c=cid + while True: + if c in root_of:r=root_of[c];break + p=parents.get(c,"-1") + if p=="-1" or p not in recs:r=c;break + path.append(c);c=p + for x in path:root_of[x]=r + root_of[cid]=r;return r +sessions=defaultdict(list) +for cid in recs: sessions[root(cid)].append(cid) +seq={r:sorted(m,key=lambda c:(recs[c][3],recs[c][0])) for r,m in sessions.items()} +print(f"[A] sessions={len(seq)}", file=sys.stderr) + +# ---------- C1: mixture + turn tail + hazard ---------- +sr=mr=sm=mm=so=mo=0 +turns_per=[] +for r,s in seq.items(): + multi=len(s)>1; turns_per.append(len(s)) + for c in s: + _,inl,outl,_=recs[c] + if multi: mr+=1;mm+=inl;mo+=outl + else: sr+=1;sm+=inl;so+=outl +tot_r=sr+mr; tot_in=sm+mm; tot_out=so+mo +cnt_turn=Counter() +for r,s in seq.items(): + for c in s: cnt_turn[recs[c][3]]+=1 +hazard={k: (cnt_turn[k+1]/cnt_turn[k] if cnt_turn[k] else 0) for k in range(1,30)} + +# ---------- C2/C3: per-turn resident vs new-prefill (scalar) + hash_ids reuse ---------- +by_in=defaultdict(list); by_new=defaultdict(list); by_out=defaultdict(list) +by_reuse_hash=defaultdict(list) # hash-block prefix stability: reused/parent_blocks +store={} # cid -> (blockset, in, out) for chats with pending children +tot_new_prefill=0; tot_reused=0 +for line in open(PATH): + if not line.strip(): continue + d=json.loads(line); cid=d["chat_id"]; pid=d["parent_chat_id"] + inl=int(d["input_length"]); outl=int(d["output_length"]); turn=int(d["turn"]) + blocks=set(d["hash_ids"]) + if pid in store: + pblk,pin,pout=store[pid] + new_prefill=max(0, inl - pin - pout) # actual recompute (accounts for cached answer) + reused_blk=len(blocks & pblk) + by_reuse_hash[turn].append(reused_blk/len(pblk) if pblk else 0) + childcount[pid]-=1 + if childcount[pid]<=0: del store[pid] + tot_reused += (inl-new_prefill) + else: + new_prefill=inl # session start: all new (intra-session) + tot_new_prefill+=new_prefill + by_in[turn].append(inl); by_new[turn].append(new_prefill); by_out[turn].append(outl) + if childcount[cid]>0: store[cid]=(blocks,inl,outl) +print(f"[B] done; store residual={len(store)}", file=sys.stderr) + +TURNS=[t for t in sorted(by_in) if len(by_in[t])>=50] +med_in=[pct(by_in[t],.5) for t in TURNS] +med_new=[max(pct(by_new[t],.5),1) for t in TURNS] +med_out=[pct(by_out[t],.5) for t in TURNS] +ratio=[med_in[i]/med_new[i] for i in range(len(TURNS))] +reuse_pct=[(1-med_new[i]/med_in[i])*100 for i in range(len(TURNS))] +# C3 time per turn (cost model) +t_pref=[med_new[i]/PREFILL_TOK_S for i in range(len(TURNS))] +t_dec=[med_out[i]*TPOT_S for i in range(len(TURNS))] + +# aggregate decode/prefill time fraction over a RANGE of constants +def agg_time(prate,tpot): + tp=tot_new_prefill/prate; td=tot_out*tpot; return td/(tp+td) +frac_lo=agg_time(13000,0.005); frac_mid=agg_time(7000,0.010); frac_hi=agg_time(3000,0.025) + +chars={ + "mixture":{"single_sessions":sr if False else sum(1 for s in seq.values() if len(s)==1), + "multi_sessions":sum(1 for s in seq.values() if len(s)>1), + "req_single_pct":sr/tot_r*100,"req_multi_pct":mr/tot_r*100, + "in_single_pct":sm/tot_in*100,"in_multi_pct":mm/tot_in*100, + "out_single_pct":so/tot_out*100,"out_multi_pct":mo/tot_out*100}, + "turns":{"mean":st.mean(turns_per),"p99":pct(turns_per,.99),"max":max(turns_per), + "single_turn_pct":sum(1 for x in turns_per if x==1)/len(turns_per)*100}, + "hazard":hazard, + "token_mass":{"total_input":tot_in,"total_output":tot_out,"out_in_ratio_pct":tot_out/tot_in*100, + "new_prefill":tot_new_prefill,"reused_prefix":tot_reused, + "new_prefill_pct_of_input":tot_new_prefill/tot_in*100}, + "decode_time_fraction":{"optimistic_for_prefill":frac_lo,"mid":frac_mid,"pessimistic":frac_hi}, + "per_turn":{"turn":TURNS,"med_resident_input":med_in,"med_new_prefill":med_new, + "med_output":med_out,"resident_over_new":ratio,"reuse_pct":reuse_pct}, +} +json.dump(chars, open(f"{OUT}/chars.json","w"), indent=2) + +# ================= FIGURES ================= +plt.rcParams.update({"figure.dpi":140,"font.size":10,"axes.grid":True,"grid.alpha":.3}) + +# ---- C1 ---- +fig,ax=plt.subplots(1,3,figsize=(15,4.2)) +cats=["% sessions","% requests","% input\ntokens","% output\ntokens"]; +singv=[chars["mixture"]["single_sessions"]/len(seq)*100, chars["mixture"]["req_single_pct"], + chars["mixture"]["in_single_pct"], chars["mixture"]["out_single_pct"]] +multv=[100-x for x in singv] +x=np.arange(len(cats)) +ax[0].bar(x,singv,label="single-turn",color="#7fb3d5") +ax[0].bar(x,multv,bottom=singv,label="multi-turn",color="#e74c3c") +for i in range(len(cats)): + ax[0].text(i,singv[i]/2,f"{singv[i]:.0f}",ha="center",va="center",fontsize=9) + ax[0].text(i,singv[i]+multv[i]/2,f"{multv[i]:.0f}",ha="center",va="center",color="white",fontsize=9) +ax[0].set_xticks(x);ax[0].set_xticklabels(cats);ax[0].set_ylabel("%");ax[0].set_ylim(0,100) +ax[0].set_title("C1a Mixture: 90% sessions single-turn,\nbut multi-turn carries 2/3 prefill mass");ax[0].legend(loc="center right") +# turn CCDF log-log +tc=sorted(turns_per); n=len(tc); xs=sorted(set(tc)) +ccdf=[sum(1 for v in tc if v>=xx)/n for xx in xs] +ax[1].loglog(xs,ccdf,marker=".",ms=3,color="#34495e") +ax[1].set_xlabel("turns per session (k)");ax[1].set_ylabel("P(turns >= k)") +ax[1].set_title(f"C1b Heavy-tailed session length\n(p99={chars['turns']['p99']:.0f}, max={chars['turns']['max']})") +# hazard +hk=list(range(1,20)); hv=[hazard[k]*100 for k in hk] +ax[2].plot(hk,hv,marker="o",color="#16a085") +ax[2].set_xlabel("reached turn k");ax[2].set_ylabel("P(continue to k+1) %");ax[2].set_ylim(0,100) +ax[2].set_title("C1c Continuation hazard rises 10%->94%\n(unpredictable at start, Lindy after)") +fig.tight_layout(); fig.savefig(f"{OUT}/c1_session_mixture.png"); plt.close(fig) + +# ---- C2 ---- +fig,ax=plt.subplots(1,3,figsize=(15,4.2)) +ax[0].semilogy(TURNS,med_in,marker="o",label="resident context (input)",color="#e74c3c") +ax[0].semilogy(TURNS,med_new,marker="s",label="new prefill this turn",color="#2980b9") +ax[0].set_xlabel("turn");ax[0].set_ylabel("tokens (median, log)");ax[0].legend() +ax[0].set_xlim(1,30) +ax[0].set_title("C2a Resident state explodes,\nmarginal work collapses") +ax[1].plot(TURNS,ratio,marker="o",color="#8e44ad") +ax[1].set_xlabel("turn");ax[1].set_ylabel("resident / new-prefill");ax[1].set_xlim(1,30) +ax[1].set_title("C2b The PD tax = resident/delta\n(grows to ~250x by deep turns)") +ax[2].plot(TURNS,reuse_pct,marker="o",color="#27ae60") +ax[2].set_xlabel("turn");ax[2].set_ylabel("per-turn reuse %");ax[2].set_ylim(50,100);ax[2].set_xlim(1,30) +ax[2].set_title("C2c Per-turn reuse climbs to 99.6%\n(deep turns are near-pure cache hits)") +fig.tight_layout(); fig.savefig(f"{OUT}/c2_work_amortization.png"); plt.close(fig) + +# ---- C3 ---- +fig,ax=plt.subplots(1,2,figsize=(11,4.4)) +# token mass decomposition +vals=[tot_reused/1e9, tot_new_prefill/1e9, tot_out/1e9] +labs=[f"reused prefix\n{tot_reused/tot_in*100:.0f}% of input", + f"new prefill\n{tot_new_prefill/tot_in*100:.0f}% of input", + f"decode output\n{tot_out/tot_in*100:.1f}% of input"] +ax[0].bar(range(3),vals,color=["#95a5a6","#2980b9","#e67e22"]) +ax[0].set_xticks(range(3));ax[0].set_xticklabels(labs,fontsize=8.5) +ax[0].set_ylabel("tokens (billions)") +ax[0].set_title("C3a Token mass: prefill-dominated\n(but tokens != time, see C3b)") +# per-turn prefill vs decode TIME (cost model) +ax[1].semilogy(TURNS,t_pref,marker="o",label="prefill time (new tok / 7k·s⁻¹)",color="#2980b9") +ax[1].semilogy(TURNS,t_dec,marker="s",label="decode time (out·10ms)",color="#e67e22") +ax[1].set_xlabel("turn");ax[1].set_ylabel("seconds (median, log)");ax[1].legend(fontsize=8);ax[1].set_xlim(1,30) +ax[1].set_title(f"C3b Prefill→decode bottleneck flips within a session\n(agg 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